Title,Authors,DOI,DOI link,Venue,Citation count,Year,Abstract summary,Main findings,"Supporting quotes for ""Main findings""","Reasoning for ""Main findings""" Challenges and Directions for Automated Driving Security,"David Förster, Thomas Bruckschlögl, Jason Lee Omer, Tom Schipper",10.1145/3568160.3570224,https://doi.org/10.1145/3568160.3570224,Computer Science in Cars Symposium,2,2022,"Automated driving systems face new security challenges due to missing driver supervision, increased actuator control, and greater reliance on external input.","- Automated driving systems face new security challenges not seen in conventional non-automated vehicles, including lack of driver supervision, increased control over vehicle movement, and greater reliance on external input. - Some of these challenges can be addressed by applying existing security mechanisms more rigorously, while others require collaboration across disciplines like security and safety or security and function development. - The authors also identify open challenges where more research is needed to develop new solutions and determine if technical solutions are possible."," - ""Security for automated driving systems brings new challenges that are not typically considered in automotive cybersecurity of conventional non-automated systems. The game changers behind these challenges are missing driver supervision, increased actuator control over vehicle movement, and greater reliance on external input."" - ""Some of the challenges can be addressed by applying well-known security mechanisms more rigorously. Some must be handled by collaboration across disciplines, such as security and safety, or security and function development. Others were identified as open challenges and we point out where more research is required to develop new solutions and to examine whether a technical solution is possible at all."""," The abstract does not directly state the ""Main findings"" of the study. However, it does outline the key challenges and directions for automated driving security that the authors discuss based on their practical experience: ""Security for automated driving systems brings new challenges that are not typically considered in automotive cybersecurity of conventional non-automated systems. The game changers behind these challenges are missing driver supervision, increased actuator control over vehicle movement, and greater reliance on external input."" This quote outlines the three key challenges the authors identify for automated driving security: lack of driver supervision, increased control over vehicle movement, and greater reliance on external input. ""Some of the challenges can be addressed by applying well-known security mechanisms more rigorously. Some must be handled by collaboration across disciplines, such as security and safety, or security and function development. Others were identified as open challenges and we point out where more research is required to develop new solutions and to examine whether a technical solution is possible at all."" This quote indicates that the authors discuss directions for addressing these challenges, including applying existing security mechanisms more rigorously, interdisciplinary collaboration, and identifying areas where more research is needed to develop new solutions. Answer: - Automated driving systems face new security challenges not seen in conventional non-automated vehicles, including lack of driver supervision, increased control over vehicle movement, and greater reliance on external input. - Some of these challenges can be addressed by applying existing security mechanisms more rigorously, while others require collaboration across disciplines like security and safety or security and function development. - The authors also identify open challenges where more research is needed to develop new solutions and determine if technical solutions are possible." Security Challenges in Autonomous Systems Design,"Mohammad Hamad, Sebastian Steinhorst",10.48550/arXiv.2312.00018,https://doi.org/10.48550/arXiv.2312.00018,arXiv.org,1,2023,The paper discusses emerging security challenges in autonomous systems design across various domains.,"Not mentioned (the abstract does not present any specific ""main findings"" or results from a study)"," - ""Autonomous systems are emerging in many application domains. With the recent advancements in artificial intelligence and machine learning, sensor technology, perception algorithms and robotics, scenarios previously requiring strong human involvement can be handled by autonomous systems."" - ""With the independence from human control, cybersecurity of such systems becomes even more critical as no human intervention in case of undesired behavior is possible."" - ""In this context, this paper discusses emerging security challenges in autonomous systems design which arise in many domains such as autonomous incident response, risk assessment, data availability, systems interaction, trustworthiness, updatability, access control, as well as the reliability and explainability of machine learning methods."""," The abstract does not present any specific ""Main findings"" or results from a study. Instead, it provides an overview of the security challenges in the design of autonomous systems. The key points made in the abstract are: ""Autonomous systems are emerging in many application domains. With the recent advancements in artificial intelligence and machine learning, sensor technology, perception algorithms and robotics, scenarios previously requiring strong human involvement can be handled by autonomous systems."" This highlights the increasing prevalence and capabilities of autonomous systems. ""With the independence from human control, cybersecurity of such systems becomes even more critical as no human intervention in case of undesired behavior is possible."" This emphasizes the importance of cybersecurity for autonomous systems due to the lack of human oversight. ""In this context, this paper discusses emerging security challenges in autonomous systems design which arise in many domains such as autonomous incident response, risk assessment, data availability, systems interaction, trustworthiness, updatability, access control, as well as the reliability and explainability of machine learning methods."" This outlines the key security challenges in autonomous systems design that the paper aims to discuss. Answer: Not mentioned (the abstract does not present any specific ""main findings"" or results from a study)" Security issues and challenges in Healthcare Automated Devices,"Ajay Jangid, P. K. Dubey, B. R. Chandavarkar",10.1109/COMSNETS48256.2020.9027291,https://doi.org/10.1109/COMSNETS48256.2020.9027291,International Conference on Communication Systems and Networks,7,2020,Healthcare automated devices have security issues and challenges that need to be addressed.,"- Healthcare-related automated devices have security-related shortcomings. - The increasing use of automated devices, including in healthcare, poses security challenges that need to be addressed. - The paper reviews the security issues and challenges related to automated devices in healthcare."," - ""This paper presents some of the healthcare-related automated devices with their shortcomings related to security."" - ""We are addicted to automated devices and in near future, we will be watching new emergence of devices with the increasing power of automation devices and their security is a big concern as the credibility of a machine is questionable and it's related to automated devices and we are left with many challenges to resolve those security threats."" - ""This paper reviews the automation devices primarily in the healthcare field and their security-related issues along with the challenges that we might face in the future while using them."""," The abstract does not directly state the ""Main findings"" of the study. However, it provides some key insights that can be summarized as the main takeaways: ""This paper presents some of the healthcare-related automated devices with their shortcomings related to security."" The main finding seems to be that healthcare-related automated devices have security-related shortcomings. ""We are addicted to automated devices and in near future, we will be watching new emergence of devices with the increasing power of automation devices and their security is a big concern as the credibility of a machine is questionable and it's related to automated devices and we are left with many challenges to resolve those security threats."" Another key finding is that the increasing use of automated devices, including in healthcare, poses security challenges that need to be addressed. ""This paper reviews the automation devices primarily in the healthcare field and their security-related issues along with the challenges that we might face in the future while using them."" The abstract also indicates that the paper reviews the security issues and challenges related to automated devices in healthcare. Answer: - Healthcare-related automated devices have security-related shortcomings. - The increasing use of automated devices, including in healthcare, poses security challenges that need to be addressed. - The paper reviews the security issues and challenges related to automated devices in healthcare." Cybersecurity Perspectives for Smart Building Automation Systems,"G. Stamatescu, Iulia Stamatescu, N. Arghira, I. Fagarasan",10.1109/ECAI50035.2020.9223152,https://doi.org/10.1109/ECAI50035.2020.9223152,European Conference on Artificial Intelligence,4,2020,"The integration of new technologies in smart building automation systems introduces cybersecurity challenges related to human safety, security, and privacy.","- Modern buildings are equipped with new sensor technologies and advanced controllers integrated through communication interfaces and application software to handle automation. - Integration of these new technologies opens up building automation systems to internal and external attackers. - Cybersecurity challenges for smart building automation systems relate to human safety, security and privacy aspects, in addition to challenges similar to industrial control systems.",," The main findings of this paper appear to be: 1) Modern buildings are equipped with new sensor technologies and advanced controllers, integrated through communication interfaces and application software to handle various required functions through automation. 2) Integration of these new technologies opens up the automation system of the building to internal and external attackers. 3) The challenges related to cybersecurity identified are partially similar to the industrial control system domain while adding specific constraints for the built environment as compared to a production/manufacturing environment, which relate to human safety, security and privacy aspects. The paper provides a critical overview of cybersecurity challenges for smart building automation systems, focusing on key areas of development at the device, system and communication and interoperability levels. It also provides a representative example for the BACnet protocol features and tools. Answer: - Modern buildings are equipped with new sensor technologies and advanced controllers integrated through communication interfaces and application software to handle automation. - Integration of these new technologies opens up building automation systems to internal and external attackers. - Cybersecurity challenges for smart building automation systems relate to human safety, security and privacy aspects, in addition to challenges similar to industrial control systems." Robotic Process Automation and Intelligent Automation Security Challenges: A Review,"Y. Al-Slais, Mazen Ali",10.1109/CyMaEn57228.2023.10050996,https://doi.org/10.1109/CyMaEn57228.2023.10050996,2023 International Conference On Cyber Management And Engineering (CyMaEn),2,2023,"The main security challenges in automated systems like RPA and IA are logging, auditing, and access control, which blockchain technology could help address.","- The main findings of the paper are that the review identified eight significant technical security challenges related to RPA and IA, with robust logging, auditing, and access control being the most frequently discussed issues. - The paper also suggests that blockchain technologies have considerable potential to address the logging and auditing challenges of RPA and IA, which could help mitigate data leakage and digital fraud within organizations."," - ""The review found eight significant technical challenges in the literature. Robust logging, auditing, and access control were the most frequently discussed challenges."" - ""Based on the results, BC technologies have considerable potential to be a viable solution to address RPA and IA's logging and auditing challenges to mitigate data leakage and digital fraud within organizations."""," The main findings of the paper by Y. Al-Slais and Mazen Ali (2023) can be summarized as follows: ""The review found eight significant technical challenges in the literature. Robust logging, auditing, and access control were the most frequently discussed challenges."" The paper identifies eight key technical security challenges related to Robotic Process Automation (RPA) and Intelligent Automation (IA), with robust logging, auditing, and access control being the most frequently discussed issues. ""Based on the results, BC technologies have considerable potential to be a viable solution to address RPA and IA's logging and auditing challenges to mitigate data leakage and digital fraud within organizations."" The paper suggests that blockchain (BC) technologies have significant potential to address the logging and auditing challenges of RPA and IA, which could help mitigate data leakage and digital fraud within organizations. Answer: - The main findings of the paper are that the review identified eight significant technical security challenges related to RPA and IA, with robust logging, auditing, and access control being the most frequently discussed issues. - The paper also suggests that blockchain technologies have considerable potential to address the logging and auditing challenges of RPA and IA, which could help mitigate data leakage and digital fraud within organizations." Challenges in Secure Engineering of Critical Infrastructure Systems,"Sridhar Adepu, Eunsuk Kang, A. Mathur",10.1109/ASEW.2019.00030,https://doi.org/10.1109/ASEW.2019.00030,2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW),6,2019,"Critical infrastructure systems face major security challenges due to complex interactions between software and physical components, which make them attractive targets for attackers.","- The main challenges in securing critical infrastructure systems are the complexity of the systems, which involve both software and physical components as well as human operators, and the vulnerability of software components such as SCADA workstations and PLCs, which can be exploited by attackers to disrupt normal operations. - The paper presents the challenges and problems the authors have encountered in their own experience in automating security analysis, assessment, and defense mechanisms for critical infrastructure systems, specifically in the context of a water treatment plant and a water distribution system."," - ""Modern critical infrastructure (CI), such as water supply, smart power grids, and transportation networks, face major security challenges that arise due to complex interactions between software and physical components as well as human operators."" - ""Such systems are an attractive target for attackers who intend to disrupt the safe, normal operation of CI by exploiting vulnerabilities in software components such as the supervisory control and data acquisition (SCADA) workstations and programmable logic controllers (PLCs)."" - ""In this reference paper, we elaborate on problems and challenges learned from our own experience in automating security analysis, assessment, and defense mechanisms for CI. These challenges are presented in the context of two real-world CI systems-namely, a water treatment plant and a water distribution system."""," The abstract does not directly state the ""Main findings"" of the study. However, it does provide some key insights into the challenges faced in securing critical infrastructure systems: ""Modern critical infrastructure (CI), such as water supply, smart power grids, and transportation networks, face major security challenges that arise due to complex interactions between software and physical components as well as human operators."" This quote suggests that the main challenge is the complexity of critical infrastructure systems, which involve both software and physical components as well as human operators. ""Such systems are an attractive target for attackers who intend to disrupt the safe, normal operation of CI by exploiting vulnerabilities in software components such as the supervisory control and data acquisition (SCADA) workstations and programmable logic controllers (PLCs)."" This quote indicates that a key challenge is the vulnerability of software components in critical infrastructure systems, which can be exploited by attackers to disrupt normal operations. ""In this reference paper, we elaborate on problems and challenges learned from our own experience in automating security analysis, assessment, and defense mechanisms for CI. These challenges are presented in the context of two real-world CI systems-namely, a water treatment plant and a water distribution system."" This quote suggests that the main findings of the paper are the challenges and problems the authors have encountered in their own experience in automating security analysis, assessment, and defense mechanisms for critical infrastructure systems, specifically in the context of a water treatment plant and a water distribution system. Answer: - The main challenges in securing critical infrastructure systems are the complexity of the systems, which involve both software and physical components as well as human operators, and the vulnerability of software components such as SCADA workstations and PLCs, which can be exploited by attackers to disrupt normal operations. - The paper presents the challenges and problems the authors have encountered in their own experience in automating security analysis, assessment, and defense mechanisms for critical infrastructure systems, specifically in the context of a water treatment plant and a water distribution system." Problems of ensuring the safety of automated systems,"Z. M. Alimzhanova, A. K. Baiuzakova",10.53360/2788-7995-2023-4(12)-5,https://doi.org/10.53360/2788-7995-2023-4(12)-5,Bulletin of Shakarim University Technical Sciences,0,2023,The main security challenges in automated systems are the increased risk of data security and privacy breaches due to cyber attacks.,"- Automated systems are important for simplifying and speeding up various tasks and processes. - The growth of automation also increases the risk to data security and privacy. - Automated systems are vulnerable to cyber attacks that can compromise the confidentiality, integrity, and availability of data, making the safety of automated systems a key issue."," - ""Automated systems are of great importance in the modern world, as they greatly simplify and speed up the implementation of various daily tasks, data and process management."" - ""However, it is important to understand that with the growth of automation, the risk in the field of data security and privacy will also increase."" - ""Automated systems become targets of cyber attacks and can threaten the confidentiality, integrity and availability of data. Thus, the safety of automated systems remains one of the main issues."""," The abstract does not explicitly state the ""Main findings"" or conclusions of the study. However, based on the information provided, I can summarize the key takeaways as follows: ""Automated systems are of great importance in the modern world, as they greatly simplify and speed up the implementation of various daily tasks, data and process management."" This quote suggests that the main benefit of automated systems is their ability to simplify and speed up various tasks and processes. ""However, it is important to understand that with the growth of automation, the risk in the field of data security and privacy will also increase."" This quote indicates that the main problem with automated systems is the increased risk to data security and privacy. ""Automated systems become targets of cyber attacks and can threaten the confidentiality, integrity and availability of data. Thus, the safety of automated systems remains one of the main issues."" This quote further elaborates on the main problem, which is that automated systems are vulnerable to cyber attacks that can compromise the confidentiality, integrity, and availability of data. Answer: - Automated systems are important for simplifying and speeding up various tasks and processes. - The growth of automation also increases the risk to data security and privacy. - Automated systems are vulnerable to cyber attacks that can compromise the confidentiality, integrity, and availability of data, making the safety of automated systems a key issue." A Review of Security Challenges in Home Automation Systems,"Aditya Chakraborti, Aastha Jain, Siddarth S Menon, Krishna Samdani",10.1109/ICSCAN.2019.8878722,https://doi.org/10.1109/ICSCAN.2019.8878722,"2019 IEEE International Conference on System, Computation, Automation and Networking (ICSCAN)",1,2019,"The paper reviews security challenges in home automation systems, which can compromise the safety of people when vulnerabilities are exploited.","- Home automation is a rapidly growing and important field with significant future potential. - Home automation systems have security vulnerabilities that can compromise the safety of residents when exploited. - The paper reviews and compares existing security solutions for home automation systems to determine their effectiveness in different contexts."," - ""Home Automation is one of the up-and-coming domains of technology that has immense scope in the near future."" - ""Vulnerabilities in a home automation system when exploited, can compromise the safety of the people living in that house."" - ""In this paper, we look at the existing solutions available to improve the security of a home automation system and compare them to decide which solution is better in what context."""," The abstract does not directly state the ""Main findings"" of the study. However, based on the information provided, we can infer the following key takeaways: ""Home Automation is one of the up-and-coming domains of technology that has immense scope in the near future."" This suggests that home automation is a rapidly growing and important field. ""Vulnerabilities in a home automation system when exploited, can compromise the safety of the people living in that house."" This indicates that home automation systems have security vulnerabilities that can pose risks to the safety of residents. ""In this paper, we look at the existing solutions available to improve the security of a home automation system and compare them to decide which solution is better in what context."" This implies that the paper reviews and compares existing security solutions for home automation systems to determine their effectiveness in different contexts. Answer: - Home automation is a rapidly growing and important field with significant future potential. - Home automation systems have security vulnerabilities that can compromise the safety of residents when exploited. - The paper reviews and compares existing security solutions for home automation systems to determine their effectiveness in different contexts." Challenges and Mitigation of Cyber Threat in Automated Vehicle: An Integrated Approach,"Abdullah Al Mamun, Md. Abdullah Al Mamun, Abdullatif Shikfa",10.23919/EETA.2018.8493171,https://doi.org/10.23919/EETA.2018.8493171,2018 International Conference of Electrical and Electronic Technologies for Automotive,7,2018,"Increased connectivity in automated vehicles leads to increased cybersecurity risks, requiring an integrated technical and organizational approach to mitigation.","- Existing studies have identified potential cyber threats to automated vehicles and proposed technical and organizational mitigation measures. - However, these existing solutions have some overlap, incompatibilities, and contradictions. - The authors advocate for a comprehensive framework that integrates both technical and organizational measures to enhance cybersecurity of automated vehicles."," - ""State of the art studies evaluated potential attacks and recommended possible measures, from technical and organizational perspective to face these challenges."" - ""In this position paper, we review these techniques and methods and show that some of the different solutions complement each other while others overlap or are even incompatible or contradictory."" - ""Based on this gap analysis, we advocate for the need of a comprehensive framework that integrates technical and organizational mitigation measures to enhance the cybersecurity of automotive vehicles."""," The abstract does not directly state the ""Main findings"" of the study. However, based on the information provided, the key takeaways appear to be: ""State of the art studies evaluated potential attacks and recommended possible measures, from technical and organizational perspective to face these challenges."" ""In this position paper, we review these techniques and methods and show that some of the different solutions complement each other while others overlap or are even incompatible or contradictory."" ""Based on this gap analysis, we advocate for the need of a comprehensive framework that integrates technical and organizational mitigation measures to enhance the cybersecurity of automotive vehicles."" The main findings seem to be: - Existing studies have identified potential cyber threats to automated vehicles and proposed technical and organizational mitigation measures. - However, these existing solutions have some overlap, incompatibilities, and contradictions. - The authors advocate for a comprehensive framework that integrates both technical and organizational measures to enhance cybersecurity of automated vehicles. Answer: - Existing studies have identified potential cyber threats to automated vehicles and proposed technical and organizational mitigation measures. - However, these existing solutions have some overlap, incompatibilities, and contradictions. - The authors advocate for a comprehensive framework that integrates both technical and organizational measures to enhance cybersecurity of automated vehicles." A Survey of Contemporary Cyber Security Vulnerabilities and Potential Approaches to Automated Defence,"R. Mazzolin, Asad Madni Samueli",10.1109/SysCon47679.2020.9275828,https://doi.org/10.1109/SysCon47679.2020.9275828,IEEE Systems Conference,2,2020,"Automated systems in critical infrastructure are vulnerable to cyber threats, requiring automated defensive measures.","- Western societies' reliance on fragile automated systems has made their critical infrastructure vulnerable to cyber threats. - Traditional passive and reactive security approaches are no longer sufficient, and there is a need for more automated defensive measures. - The paper examines the cyber threats to critical automated systems and highlights potential approaches to address them."," - ""Western societies' technological superiority potentially serves as its principal vulnerability."" - ""Traditional passive and reactive information security approaches are now incapable of serving as the sole means of protection and automated defensive measures are increasingly required."" - ""This paper examines the cyber threat to various critical automated systems and highlights potential approaches."""," The abstract does not directly state the ""Main findings"" of the study. However, it provides some key insights that can be summarized as the main takeaways: ""Western societies' technological superiority potentially serves as its principal vulnerability."" This suggests that the widespread adoption of advanced technologies has made our critical infrastructure vulnerable to cyber threats. ""Traditional passive and reactive information security approaches are now incapable of serving as the sole means of protection and automated defensive measures are increasingly required."" This indicates that traditional security approaches are no longer sufficient, and there is a need for more automated defensive measures to address cyber threats. ""This paper examines the cyber threat to various critical automated systems and highlights potential approaches."" This statement suggests that the paper explores the cyber threats to critical automated systems and proposes potential approaches to address them. Answer: - Western societies' reliance on fragile automated systems has made their critical infrastructure vulnerable to cyber threats. - Traditional passive and reactive security approaches are no longer sufficient, and there is a need for more automated defensive measures. - The paper examines the cyber threats to critical automated systems and highlights potential approaches to address them." "Vulnerability Assessment, Risk, and Challenges Associated with Automated Vehicles Based on Artificial Intelligence","Adityapratap Singh, Harbhajan Singh, Abhineet Anand",10.1007/978-981-15-5341-7_100,https://doi.org/10.1007/978-981-15-5341-7_100,-,3,2020,"The paper discusses security vulnerabilities, risks, and challenges associated with automated vehicles based on artificial intelligence.","- Vulnerabilities in automated vehicles can arise from both the manufacturer and developer side, which can be exploited by hackers, putting human lives at risk. - The paper discusses the various risks associated with these vulnerabilities and proposes potential security and safety measures to produce safe automated vehicles."," - ""The vulnerabilities are not only from the manufacturer's side but also it can be from the developer's side who is developing the hardware for Internet connectivity and also the software which is being used to operate the hardware which will ultimately control the vehicle."" - ""These vulnerabilities can prove to be a hacker's paradise that is looking to infiltrate into a system like this and it will make things complicated as human lives will be at risk."" - ""The paper also discusses the various risk associated with the vulnerabilities of automated vehicles and it also discuss the possible security and safety measures that can be opted to produce a safe automated vehicle."""," The abstract discusses the vulnerabilities and security challenges associated with automated vehicles based on artificial intelligence. The main findings or conclusions of the study can be summarized as follows: ""The vulnerabilities are not only from the manufacturer's side but also it can be from the developer's side who is developing the hardware for Internet connectivity and also the software which is being used to operate the hardware which will ultimately control the vehicle."" This suggests that vulnerabilities can arise from both the manufacturer and the developer side. ""These vulnerabilities can prove to be a hacker's paradise that is looking to infiltrate into a system like this and it will make things complicated as human lives will be at risk."" This indicates that the vulnerabilities can be exploited by hackers, putting human lives at risk. ""The paper also discusses the various risk associated with the vulnerabilities of automated vehicles and it also discuss the possible security and safety measures that can be opted to produce a safe automated vehicle."" This implies that the paper discusses the risks associated with the vulnerabilities and proposes potential security and safety measures to address them. - Vulnerabilities in automated vehicles can arise from both the manufacturer and developer side, which can be exploited by hackers, putting human lives at risk. - The paper discusses the various risks associated with these vulnerabilities and proposes potential security and safety measures to produce safe automated vehicles. The main findings or conclusions of the study are well supported by the provided quotations, which cover the key points about the vulnerabilities, risks, and potential security measures discussed in the paper. No additional quotations are needed to fully support the answer. Answer: - Vulnerabilities in automated vehicles can arise from both the manufacturer and developer side, which can be exploited by hackers, putting human lives at risk. - The paper discusses the various risks associated with these vulnerabilities and proposes potential security and safety measures to produce safe automated vehicles." "Automated city shuttles: Mapping the key challenges in cybersecurity, privacy and standards to future developments","Meriem Benyahya, A. Collen, S. Kechagia, N. A. Nijdam",10.1016/j.cose.2022.102904,https://doi.org/10.1016/j.cose.2022.102904,Computers & security,11,2022,"The paper discusses the cybersecurity risks, data privacy breaches, and lack of security standards as key challenges in the development of automated city shuttles.","- The paper provides a comprehensive analysis of the key cybersecurity and privacy challenges for automated city shuttles (ACSs), which have not been well-studied compared to individual connected and automated vehicles. - The paper examines security threats and data privacy concerns for ACSs from both technical and legal perspectives, in order to propose mitigation strategies to thwart potential attacks. - The paper also sheds light on the current state of security standards and standardization efforts related to cybersecurity and privacy for the automated driving ecosystem, including ACSs."," - ""Consequently, the technologies supporting the driverless functionalities ushered new cybersecurity risks and data privacy breaches. Unfortunately, several studies mostly focus on individual Connected-Automated Vehicles (CAV), though intrinsic underpinnings of the ACS's threat vectors remain unexplored."" - ""In the present paper, we considerably extend that investigation by proposing a comprehensive state of the art with farsighted analyses addressing security threats and data privacy concerns from both technical and legal perspectives to thwart potential attacks."" - ""Moreover, as existing approaches have not provided yet a clear road map about ACS's security standards, the present work sheds light on recent and up to date standards and standardisation bodies dealing with cybersecurity and privacy issues in the automated driving ecosystem."""," The abstract does not explicitly state the ""Main findings"" of the study. However, it does provide an overview of the key challenges and issues related to cybersecurity, privacy, and standards for automated city shuttles (ACSs) that the paper aims to address: ""Consequently, the technologies supporting the driverless functionalities ushered new cybersecurity risks and data privacy breaches. Unfortunately, several studies mostly focus on individual Connected-Automated Vehicles (CAV), though intrinsic underpinnings of the ACS's threat vectors remain unexplored."" This quote suggests that the paper will explore the cybersecurity and privacy challenges specific to ACSs, which have not been well-studied compared to individual connected and automated vehicles. ""In the present paper, we considerably extend that investigation by proposing a comprehensive state of the art with farsighted analyses addressing security threats and data privacy concerns from both technical and legal perspectives to thwart potential attacks."" This quote indicates that the paper will provide a comprehensive analysis of security threats and privacy concerns for ACSs, from both technical and legal standpoints, in order to mitigate potential attacks. ""Moreover, as existing approaches have not provided yet a clear road map about ACS's security standards, the present work sheds light on recent and up to date standards and standardisation bodies dealing with cybersecurity and privacy issues in the automated driving ecosystem."" This quote suggests that the paper will also examine the current state of security standards and standardization efforts related to cybersecurity and privacy for the automated driving ecosystem, including ACSs. Answer: - The paper provides a comprehensive analysis of the key cybersecurity and privacy challenges for automated city shuttles (ACSs), which have not been well-studied compared to individual connected and automated vehicles. - The paper examines security threats and data privacy concerns for ACSs from both technical and legal perspectives, in order to propose mitigation strategies to thwart potential attacks. - The paper also sheds light on the current state of security standards and standardization efforts related to cybersecurity and privacy for the automated driving ecosystem, including ACSs." Security in Autonomous Systems,"S. Katzenbeisser, I. Polian, F. Regazzoni, Marc Stöttinger",10.1109/ETS.2019.8791552,https://doi.org/10.1109/ETS.2019.8791552,IEEE European Test Symposium,11,2019,"Security challenges in autonomous systems include threats not addressed by traditional secure system design, requiring new techniques like post-quantum cryptography and remote attestation.","- Autonomous systems face unique security challenges that are not easily addressed by traditional security approaches due to their high complexity and broad spectrum of threats. - Security solutions for autonomous systems need to be designed to address future, evolving threats, given the long-lived nature of these systems. - The paper provides an overview of security threats to autonomous systems and discusses two specific techniques (post-quantum cryptography and remote attestation) as potential countermeasures."," - ""This paper focuses on an underestimated aspect of autonomous systems: their security implications. Many approaches to design traditional secure systems do not readily transfer to autonomous systems, due to their high complexity and exposure to a broad spectrum of threats."" - ""Moreover, autonomous systems are often designed to be extremely long-living, and any security solutions should anticipate future threats to some extent."" - ""This paper starts with an overview of security threats applicable to autonomous systems and today's countermeasures to address these threats. Then, two representative techniques are elucidated in more detail: the use of post-quantum cryptography to achieve secure communication, and remote attestation as one essential building block for platform security."""," The abstract does not directly state the ""Main findings"" of the study. However, it provides an overview of the key points discussed in the paper: ""This paper focuses on an underestimated aspect of autonomous systems: their security implications. Many approaches to design traditional secure systems do not readily transfer to autonomous systems, due to their high complexity and exposure to a broad spectrum of threats."" The main finding seems to be that autonomous systems face unique security challenges that are not easily addressed by traditional security approaches. ""Moreover, autonomous systems are often designed to be extremely long-living, and any security solutions should anticipate future threats to some extent."" Another key finding is that security solutions for autonomous systems need to be designed to address future, evolving threats, given the long-lived nature of these systems. ""This paper starts with an overview of security threats applicable to autonomous systems and today's countermeasures to address these threats. Then, two representative techniques are elucidated in more detail: the use of post-quantum cryptography to achieve secure communication, and remote attestation as one essential building block for platform security."" The paper also provides an overview of security threats to autonomous systems and discusses two specific techniques (post-quantum cryptography and remote attestation) as potential countermeasures. Answer: - Autonomous systems face unique security challenges that are not easily addressed by traditional security approaches due to their high complexity and broad spectrum of threats. - Security solutions for autonomous systems need to be designed to address future, evolving threats, given the long-lived nature of these systems. - The paper provides an overview of security threats to autonomous systems and discusses two specific techniques (post-quantum cryptography and remote attestation) as potential countermeasures." Security issues and challenges in cloud of things-based applications for industrial automation,"Neeraj Kumar Pandey, K. Kumar, Gaurav Saini, A. Mishra",10.1007/s10479-023-05285-7,https://doi.org/10.1007/s10479-023-05285-7,Annals of Operations Research,15,2023,The paper discusses security issues and challenges in cloud-based industrial automation systems.,"- The COVID-19 pandemic has led to an increase in cybersecurity threats and attacks due to the increased reliance on remote computing. - The paper provides an in-depth analysis of security threats and available security features in both traditional and non-traditional CoT platforms used in industrial automation. - The paper also addresses the security issues and challenges faced by IIoT and AIoT in the context of industrial automation."," - ""As the pandemic has increased access to computing utilities remotely, cyber-attacks have been increased exponentially."" - ""The in-depth analysis of security threats, availability of different features corresponding the security issues in traditional and non-traditional CoT platforms used in industrial automation have been analysed."" - ""The security issues and challenges faced by IIoT and AIoT in industrial automation have also been addressed."""," The abstract discusses the security issues and challenges in Cloud of Things (CoT)-based applications for industrial automation. The main findings or conclusions of the paper can be summarized as follows: ""As the pandemic has increased access to computing utilities remotely, cyber-attacks have been increased exponentially."" This suggests that the increased reliance on remote computing during the COVID-19 pandemic has led to a rise in cybersecurity threats and attacks. ""The in-depth analysis of security threats, availability of different features corresponding the security issues in traditional and non-traditional CoT platforms used in industrial automation have been analysed."" This indicates that the paper provides an in-depth analysis of security threats and the available security features in both traditional and non-traditional CoT platforms used in industrial automation. ""The security issues and challenges faced by IIoT and AIoT in industrial automation have also been addressed."" This suggests that the paper also discusses the security issues and challenges faced by Industrial Internet of Things (IIoT) and Artificial Intelligence of Things (AIoT) in the context of industrial automation. - The COVID-19 pandemic has led to an increase in cybersecurity threats and attacks due to the increased reliance on remote computing. - The paper provides an in-depth analysis of security threats and available security features in both traditional and non-traditional CoT platforms used in industrial automation. - The paper also addresses the security issues and challenges faced by IIoT and AIoT in the context of industrial automation. The provided quotations fully support the main findings or conclusions of the paper, as summarized in the bullet points. No additional quotations are needed. Answer: - The COVID-19 pandemic has led to an increase in cybersecurity threats and attacks due to the increased reliance on remote computing. - The paper provides an in-depth analysis of security threats and available security features in both traditional and non-traditional CoT platforms used in industrial automation. - The paper also addresses the security issues and challenges faced by IIoT and AIoT in the context of industrial automation." "Cybersecurity in industrial control systems: Issues, technologies, and challenges","M. R. Asghar, Qinwen Hu, S. Zeadally",10.1016/j.comnet.2019.106946,https://doi.org/10.1016/j.comnet.2019.106946,Comput. Networks,75,2019,"The security challenges in industrial control systems include cyber attacks, threats, and vulnerabilities due to the integration of ICS with enterprise networks and IoT.","- ICSs play a critical role in industrial automation and control, but their traditional isolated design is being challenged by the need to connect to enterprise networks and modern technologies like IoT and big data analytics. - Connecting ICSs to enterprise networks has introduced new cybersecurity challenges and vulnerabilities that need to be addressed. - The paper reviews potential cyber attacks on ICSs, identifies threats and vulnerabilities, and discusses unresolved security issues with existing ICS cybersecurity solutions."," - ""ICSs play an important role in today's industry by providing process automation, distributed control, and process monitoring."" - ""ICS was designed to be used in an isolated area or connected to other systems via specialised communication mechanisms or protocols."" - ""In order to fulfil industry requirements, many ICSs have been connected to enterprise networks that allow business users to access real-time data generated by power plants. At the same time, this new design opens up several cybersecurity challenges for ICSs."""," The abstract does not explicitly state the ""Main findings"" of the study. However, it does provide a summary of the key issues, technologies, and challenges related to cybersecurity in industrial control systems (ICSs). The main takeaways from the abstract can be summarized as follows: ""ICSs play an important role in today's industry by providing process automation, distributed control, and process monitoring."" ""ICS was designed to be used in an isolated area or connected to other systems via specialised communication mechanisms or protocols."" ""In order to fulfil industry requirements, many ICSs have been connected to enterprise networks that allow business users to access real-time data generated by power plants. At the same time, this new design opens up several cybersecurity challenges for ICSs."" Answer: - ICSs play a critical role in industrial automation and control, but their traditional isolated design is being challenged by the need to connect to enterprise networks and modern technologies like IoT and big data analytics. - Connecting ICSs to enterprise networks has introduced new cybersecurity challenges and vulnerabilities that need to be addressed. - The paper reviews potential cyber attacks on ICSs, identifies threats and vulnerabilities, and discusses unresolved security issues with existing ICS cybersecurity solutions." The evolving role of automated systems and its cyber-security issue for global business operations in Industry 4.0,"Umit Hacioglu, Gul Sevgilioglu",10.36096/IJBES.V1I1.105,https://doi.org/10.36096/IJBES.V1I1.105,International Journal of Business Ecosystem and Strategy (2687-2293),33,2019,The paper discusses the cyber-security issues of automated systems in the context of Industry 4.0 and global business operations.,"- Advancements in technologies like Artificial Neural Networks, Image Processing, Multi-Purpose Decision-Making, and Blurred Linguistic Variables, as well as automated systems, can improve supply chain management and boost business performance. - The evolving role of automated systems requires substantial capital investments in research and development efforts."," - ""This study highlights that developments in Artificial Neural Networks, Image Processing, Multi-Purpose Decision-Making, Blurred Linguistic Variables, and automated systems increase the performance of the supply chain management system and boost business performance."" - ""It is also shown that the evolving role of the automated system requires capital investments on Research and Development efforts"""," The abstract discusses the evolving role of automated systems and their cyber-security issues for global business operations in Industry 4.0. The main findings or conclusions of the study can be summarized as follows: ""This study highlights that developments in Artificial Neural Networks, Image Processing, Multi-Purpose Decision-Making, Blurred Linguistic Variables, and automated systems increase the performance of the supply chain management system and boost business performance."" This quote suggests that the main finding is that advancements in various technologies, including automated systems, can improve supply chain management and overall business performance. ""It is also shown that the evolving role of the automated system requires capital investments on Research and Development efforts"" This quote indicates that another main finding is that the evolving role of automated systems requires significant investment in research and development. Answer: - Advancements in technologies like Artificial Neural Networks, Image Processing, Multi-Purpose Decision-Making, and Blurred Linguistic Variables, as well as automated systems, can improve supply chain management and boost business performance. - The evolving role of automated systems requires substantial capital investments in research and development efforts." Home Automation and RFID-Based Internet of Things Security: Challenges and Issues,"Haram Fatima, Habib Ullah Khan, Shahzad Akbar",10.1155/2021/1723535,https://doi.org/10.1155/2021/1723535,Security and Communication Networks,5,2021,"The paper discusses security challenges in home automation and RFID-based IoT systems, including the inability of IoT device designers to enhance cybersecurity.","- The main goal of IoT security is to protect personal safety and ensure accessibility. - The paper highlights the need to extend and adopt IoT methods for data retrieval while identifying current problems and open questions in this domain. - The paper discusses cross-layer heterogeneous integration as a promising solution to IoT security issues."," - ""The prime goal of IoT security is to protect personal safety, while also guaranteeing and ensuring accessibility."" - ""We highlight the value of and need for extending and adopting IoT methods for retrieving data by highlighting current problems and questions that arise in this field."" - ""We describe cross-layer heterogeneous integration as a domain of IoT and demonstrate how it can provide some promising solutions."""," The main findings of this paper can be summarized as follows: ""The prime goal of IoT security is to protect personal safety, while also guaranteeing and ensuring accessibility."" This suggests that the main findings of the paper focus on ensuring the security and accessibility of IoT systems. ""We highlight the value of and need for extending and adopting IoT methods for retrieving data by highlighting current problems and questions that arise in this field."" This indicates that the paper identifies the need to extend and adopt IoT methods for data retrieval while highlighting the current problems and open questions in this domain. ""We describe cross-layer heterogeneous integration as a domain of IoT and demonstrate how it can provide some promising solutions."" This suggests that the paper discusses cross-layer heterogeneous integration as a potential solution to IoT security issues. Answer: - The main goal of IoT security is to protect personal safety and ensure accessibility. - The paper highlights the need to extend and adopt IoT methods for data retrieval while identifying current problems and open questions in this domain. - The paper discusses cross-layer heterogeneous integration as a promising solution to IoT security issues." Addressing Malware Attacks on Connected and Autonomous Vehicles: Recent Techniques and Challenges,"Aiman Al-Sabaawi, Khamael Al-Dulaimi, Ernest Foo, M. Alazab",10.1007/978-3-030-62582-5_4,https://doi.org/10.1007/978-3-030-62582-5_4,Malware Analysis Using Artificial Intelligence and Deep Learning,15,2020,"The paper discusses security challenges in connected and autonomous vehicles, including malware attacks, weak points in vehicle-to-vehicle and vehicle-to-infrastructure networks, and approaches to protect vehicle security.","- The paper discusses the security and privacy challenges associated with connected and autonomous vehicles. - The paper presents methods for addressing malware attacks on connected vehicles and discusses the challenges around secure information sharing in vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) networks. - The paper discusses security approaches that can be used to protect the security architecture of vehicles and detect malware attacks."," - ""There are key factors relating to safety impacts and security vulnerabilities that may emerge during the increased deployment of automated vehicles and the security and privacy of connected and automated vehicle systems."" - ""We present connected car methods relating to the attack, defence and detection of malware in vehicles. Critical issues are introduced regarding the sharing of safety information and the verification of the integrity of this information from V2V and V2I networks."" - ""We present important security approaches that are used in vehicles which can fully protect the vehicle security architecture by detecting the attempts made and the methods used by hackers to tackle malware and security problems in vehicles."""," The abstract does not directly state the ""Main findings"" or conclusions of the study. However, based on the information provided, I can summarize the key takeaways as follows: ""There are key factors relating to safety impacts and security vulnerabilities that may emerge during the increased deployment of automated vehicles and the security and privacy of connected and automated vehicle systems."" This suggests that the paper discusses the security and privacy challenges associated with connected and autonomous vehicles. ""We present connected car methods relating to the attack, defence and detection of malware in vehicles. Critical issues are introduced regarding the sharing of safety information and the verification of the integrity of this information from V2V and V2I networks."" This indicates that the paper presents methods for addressing malware attacks on connected vehicles, as well as discussing the challenges around secure information sharing in vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) networks. ""We present important security approaches that are used in vehicles which can fully protect the vehicle security architecture by detecting the attempts made and the methods used by hackers to tackle malware and security problems in vehicles."" This suggests that the paper discusses security approaches that can be used to protect the security architecture of vehicles and detect malware attacks. Answer: - The paper discusses the security and privacy challenges associated with connected and autonomous vehicles. - The paper presents methods for addressing malware attacks on connected vehicles and discusses the challenges around secure information sharing in vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) networks. - The paper discusses security approaches that can be used to protect the security architecture of vehicles and detect malware attacks." Security and privacy for innovative automotive applications: A survey,"V. H. Le, J. Hartog, Nicola Zannone",10.1016/j.comcom.2018.09.010,https://doi.org/10.1016/j.comcom.2018.09.010,Computer Communications,76,2018,The paper identifies security and privacy challenges in the design of automotive applications and platforms as a prerequisite for the acceptance and deployment of innovative applications.,"- The study identifies the main security and privacy challenges for automotive applications and platforms. - It reviews existing protection mechanisms proposed to address these challenges. - It identifies gaps in existing research and provides a roadmap for future research in this area."," - ""This survey investigates the main security and privacy challenges for the design of automotive applications and platforms."" - ""Based on the main security and privacy requirements and threats identified, we review existing protection mechanisms proposed within the automotive domain."" - ""We then identify the main gaps in existing research and draw a roadmap for future research."""," The abstract does not directly state the ""Main findings"" of the study. However, based on the information provided, the key takeaways appear to be: ""This survey investigates the main security and privacy challenges for the design of automotive applications and platforms."" ""Based on the main security and privacy requirements and threats identified, we review existing protection mechanisms proposed within the automotive domain."" ""We then identify the main gaps in existing research and draw a roadmap for future research."" The main findings seem to be: - The study identifies the main security and privacy challenges for automotive applications and platforms. - It reviews existing protection mechanisms proposed to address these challenges. - It identifies gaps in existing research and provides a roadmap for future research in this area. Answer: - The study identifies the main security and privacy challenges for automotive applications and platforms. - It reviews existing protection mechanisms proposed to address these challenges. - It identifies gaps in existing research and provides a roadmap for future research in this area." SCADA (Supervisory Control and Data Acquisition) systems: Vulnerability assessment and security recommendations,"Darshana Upadhyay, S. Sampalli",10.1016/j.cose.2019.101666,https://doi.org/10.1016/j.cose.2019.101666,Computers & security,118,2020,The paper identifies SCADA system vulnerabilities and provides security recommendations to address the security challenges in automated industrial control systems.,"- SCADA systems are becoming increasingly interconnected, which raises operational efficiency but also exposes them to security vulnerabilities. - Effective security strategies are required to address SCADA vulnerabilities, as any vulnerability could have severe financial and/or safety implications. - The paper identifies and discusses various types of potential SCADA vulnerabilities based on real incidents, and provides recommendations for improving SCADA security systems."," - ""Growing dependency and remote accessibility of automated industrial automation systems have transformed SCADA (Supervisory Control and Data Acquisition) networks from strictly isolated to highly interconnected networks. This increase in interconnectivity between systems raises operational efficiency due to the ease of controlling and monitoring of processes, however, this inevitable transformation also exposes the control system to the outside world."" - ""As a result, effective security strategies are required as any vulnerability of the SCADA system could generate severe financial and/or safety implications."" - ""This paper describes various types of potential SCADA vulnerabilities by taking real incidents reported in standard vulnerability databases. A comprehensive review of each type of vulnerability has been discussed along with recommendations for the improvement of SCADA security systems."""," The main findings of this paper can be summarized as follows: 1) SCADA (Supervisory Control and Data Acquisition) systems are becoming increasingly interconnected, which raises operational efficiency but also exposes them to security vulnerabilities: ""Growing dependency and remote accessibility of automated industrial automation systems have transformed SCADA (Supervisory Control and Data Acquisition) networks from strictly isolated to highly interconnected networks. This increase in interconnectivity between systems raises operational efficiency due to the ease of controlling and monitoring of processes, however, this inevitable transformation also exposes the control system to the outside world."" 2) Effective security strategies are required to address the vulnerabilities of SCADA systems, as any vulnerability could have severe financial and/or safety implications: ""As a result, effective security strategies are required as any vulnerability of the SCADA system could generate severe financial and/or safety implications."" 3) The paper identifies and discusses various types of potential SCADA vulnerabilities based on real incidents reported in standard vulnerability databases, and provides recommendations for improving SCADA security systems: ""This paper describes various types of potential SCADA vulnerabilities by taking real incidents reported in standard vulnerability databases. A comprehensive review of each type of vulnerability has been discussed along with recommendations for the improvement of SCADA security systems."" - SCADA systems are becoming increasingly interconnected, which raises operational efficiency but also exposes them to security vulnerabilities. - Effective security strategies are required to address SCADA vulnerabilities, as any vulnerability could have severe financial and/or safety implications. - The paper identifies and discusses various types of potential SCADA vulnerabilities based on real incidents, and provides recommendations for improving SCADA security systems. The key findings from the abstract are fully supported by the provided quotations, which cover the main points about the increasing interconnectivity of SCADA systems, the need for effective security strategies, and the identification and discussion of SCADA vulnerabilities along with recommendations. No additional quotations are needed to support the summary of the main findings. Answer: - SCADA systems are becoming increasingly interconnected, which raises operational efficiency but also exposes them to security vulnerabilities. - Effective security strategies are required to address SCADA vulnerabilities, as any vulnerability could have severe financial and/or safety implications. - The paper identifies and discusses various types of potential SCADA vulnerabilities based on real incidents, and provides recommendations for improving SCADA security systems." Autonomous Vehicle: Security by Design,"A. Chattopadhyay, Kwok-Yan Lam, Yaswanth Tavva",10.1109/tits.2020.3000797,https://doi.org/10.1109/tits.2020.3000797,IEEE transactions on intelligent transportation systems (Print),80,2018,"Security-by-design is poorly understood and rarely practiced for autonomous vehicles, which face security challenges due to increased exposure, reliance on diverse systems, and interaction with other smart systems.","- The paper develops a security-by-design framework for autonomous vehicles (AVs) from first principles. - The security objectives and control measures are derived from the safety requirements of AVs. - Ensuring the resilience of safety operations against cyber attacks is a key objective of AV cybersecurity."," - ""We attempt to identify the core issues of securing an AV. This is done methodically by developing a security-by-design framework for AV from the first principles."" - ""We derived the security objectives and the necessary control measures from the perspective of safety requirements of AV. We argued that one of the key objectives of cybersecurity of AV is to ensure that safety operations are resilience in the face of cyber attacks."" - ""Subsequently, the technical challenges and the proposed approaches for AV security were identified and discussed."""," The main findings of the paper can be summarized as follows: ""We attempt to identify the core issues of securing an AV. This is done methodically by developing a security-by-design framework for AV from the first principles."" ""We derived the security objectives and the necessary control measures from the perspective of safety requirements of AV. We argued that one of the key objectives of cybersecurity of AV is to ensure that safety operations are resilience in the face of cyber attacks."" ""Subsequently, the technical challenges and the proposed approaches for AV security were identified and discussed."" The key takeaways are: - The paper develops a security-by-design framework for autonomous vehicles (AVs) from first principles. - The security objectives and control measures are derived from the safety requirements of AVs. - Ensuring the resilience of safety operations against cyber attacks is a key objective of AV cybersecurity. - The paper identifies and discusses the technical challenges and proposed approaches for securing AVs. Answer: - The paper develops a security-by-design framework for autonomous vehicles (AVs) from first principles. - The security objectives and control measures are derived from the safety requirements of AVs. - Ensuring the resilience of safety operations against cyber attacks is a key objective of AV cybersecurity." Privacy and security challenges in smart and sustainable mobility,"Sara Paiva, M. Ahad, S. Zafar, Gautami Tripathi, Aqeel Khalique, Imran Hussain",10.1007/s42452-020-2984-9,https://doi.org/10.1007/s42452-020-2984-9,SN Applied Sciences,16,2020,The paper discusses security and privacy challenges in automated intelligent transportation systems and smart mobility.,"- ITS and smart mobility technologies have made transportation more convenient and comfortable for users. - There is still room for improvement in the facilities provided by ITS and smart mobility systems to end users. - The paper suggests future trends that could lead to even more advanced and effective ITS and smart mobility systems."," - ""The modern world is slowly but surely moving towards the automation age where every entity and object is being automated to perform desired tasks without the need of human interventions. This has made the lives of people more convenient and comfortable."" - ""Although ITS and smart mobility technology are already providing convenient transportation and navigational facilities, there is still a huge scope to improve these facilities for the end users."" - ""The suggested future trends if integrated in an effective manner can provide exemplary means to provide state-of-the-art navigational facilities and smart mobility in a true sense."""," The abstract does not explicitly state the ""Main findings"" or conclusions of the study. However, it provides an overview of the current state of intelligent transportation systems (ITS) and smart mobility, as well as the security and privacy challenges associated with these systems. The key points that can be extracted from the abstract are: ""The modern world is slowly but surely moving towards the automation age where every entity and object is being automated to perform desired tasks without the need of human interventions. This has made the lives of people more convenient and comfortable."" This suggests that the main benefit of ITS and smart mobility is increased convenience and comfort for users. ""Although ITS and smart mobility technology are already providing convenient transportation and navigational facilities, there is still a huge scope to improve these facilities for the end users."" This indicates that while ITS and smart mobility are already providing benefits, there is room for further improvement in the facilities provided to end users. ""The suggested future trends if integrated in an effective manner can provide exemplary means to provide state-of-the-art navigational facilities and smart mobility in a true sense."" This implies that the paper suggests future trends or directions that could lead to even more advanced and effective ITS and smart mobility systems. Answer: - ITS and smart mobility technologies have made transportation more convenient and comfortable for users. - There is still room for improvement in the facilities provided by ITS and smart mobility systems to end users. - The paper suggests future trends that could lead to even more advanced and effective ITS and smart mobility systems." Recent Advances and Trends in On-Board Embedded and Networked Automotive Systems,"L. L. Bello, R. Mariani, S. Mubeen, S. Saponara",10.1109/TII.2018.2879544,https://doi.org/10.1109/TII.2018.2879544,IEEE Transactions on Industrial Informatics,114,2019,"The paper discusses security challenges in automotive systems, including cybersecurity and functional safety.","- The paper provides an overview of the current technological challenges and upcoming solutions in on-board and networked automotive systems, with a focus on embedded and networked technologies. - The paper discusses the new challenges and design requirements for automotive systems, particularly in the context of automated driving. - The paper covers current solutions and future trends in various aspects of automotive systems, including software development, computational platforms, network architectures, communication protocols, cybersecurity, and functional safety."," - ""Novel automotive applications, such as automated driving, rise new needs and novel design challenges that cover a broad range of hardware/software engineering aspects."" - ""This paper provides an overview of the current technological challenges in on-board and networked automotive systems. This paper encompasses both the state-of-the-art design strategies and the upcoming hardware/software solutions for the next generation of automotive systems, with a special focus on embedded and networked technologies."" - ""In particular, this paper surveys current solutions and future trends on models and languages for automotive software development, on-board computational platforms, in-car network architectures and communication protocols, and novel design strategies for cybersecurity and functional safety."""," The abstract does not directly state the ""Main findings"" of the study. However, it provides an overview of the current technological challenges and upcoming solutions in on-board and networked automotive systems. The key points that can be extracted from the abstract are: ""Novel automotive applications, such as automated driving, rise new needs and novel design challenges that cover a broad range of hardware/software engineering aspects."" This suggests that the paper discusses the new challenges and design requirements for automotive systems, particularly in the context of automated driving. ""This paper provides an overview of the current technological challenges in on-board and networked automotive systems. This paper encompasses both the state-of-the-art design strategies and the upcoming hardware/software solutions for the next generation of automotive systems, with a special focus on embedded and networked technologies."" This indicates that the paper covers the current technological challenges and the upcoming solutions for on-board and networked automotive systems, with a focus on embedded and networked technologies. ""In particular, this paper surveys current solutions and future trends on models and languages for automotive software development, on-board computational platforms, in-car network architectures and communication protocols, and novel design strategies for cybersecurity and functional safety."" This suggests that the paper discusses the current and future trends in various aspects of automotive systems, including software development, computational platforms, network architectures, communication protocols, cybersecurity, and functional safety. Answer: - The paper provides an overview of the current technological challenges and upcoming solutions in on-board and networked automotive systems, with a focus on embedded and networked technologies. - The paper discusses the new challenges and design requirements for automotive systems, particularly in the context of automated driving. - The paper covers current solutions and future trends in various aspects of automotive systems, including software development, computational platforms, network architectures, communication protocols, cybersecurity, and functional safety." Bird's-eye view on the Automotive Cybersecurity Landscape & Challenges in adopting AI/ML,"F. Siddiqui, Rafiullah Khan, S. Sezer",10.1109/FMEC54266.2021.9732568,https://doi.org/10.1109/FMEC54266.2021.9732568,International Conference on Fog and Mobile Edge Computing,8,2021,The adoption of AI/ML in autonomous automotive systems widens the attack surface and presents serious cybersecurity risks.,"- The adoption of AI/ML in the automotive sector is enabling new services and business models, but also brings significant cybersecurity and safety risks to various automotive systems. - The use of AI/ML in autonomous transportation will expand the attack surface and expose vehicles and infrastructure to more sophisticated cyber attacks."," - ""The adoption of data-driven Artificial Intelligence and Machine Learning models in the automotive sector is opening venues to new services and business models such as autonomous fleet management, self-driving trucks, robo-taxi etc."" - ""However, where the sharing of mix-critical data brings opportunities, it simultaneously presents serious cybersecurity and functional safety risks. In recent years, the cyber attacks have impacted every segment of automotive system including electronic control unit, infotainment, communications, firmware, mobile apps etc."" - ""This adoption of AI and ML as enabling technology for next-generation autonomous transportation systems is going to significantly widen the automotive attack surface. This trend has increasing tendency of exposing both vehicle and road -side infrastructure to a wide range of sophisticated cyber attacks."""," The abstract does not explicitly state the ""Main findings"" or conclusions of the study. However, based on the information provided, the key takeaways appear to be: ""The adoption of data-driven Artificial Intelligence and Machine Learning models in the automotive sector is opening venues to new services and business models such as autonomous fleet management, self-driving trucks, robo-taxi etc."" This suggests that the adoption of AI/ML in the automotive sector is enabling new services and business models. ""However, where the sharing of mix-critical data brings opportunities, it simultaneously presents serious cybersecurity and functional safety risks. In recent years, the cyber attacks have impacted every segment of automotive system including electronic control unit, infotainment, communications, firmware, mobile apps etc."" This indicates that the adoption of AI/ML also brings significant cybersecurity and safety risks to various automotive systems. ""This adoption of AI and ML as enabling technology for next-generation autonomous transportation systems is going to significantly widen the automotive attack surface. This trend has increasing tendency of exposing both vehicle and road -side infrastructure to a wide range of sophisticated cyber attacks."" This suggests that the use of AI/ML in autonomous transportation will expand the attack surface and expose vehicles and infrastructure to more sophisticated cyber attacks. Answer: - The adoption of AI/ML in the automotive sector is enabling new services and business models, but also brings significant cybersecurity and safety risks to various automotive systems. - The use of AI/ML in autonomous transportation will expand the attack surface and expose vehicles and infrastructure to more sophisticated cyber attacks."