Jaewan Seo, Jiwon Kwak, Seungjoo Kim (Korea University)

Through wireless networks, the number of cyberattacks on automotive systems is increasing. To respond to cyberattacks on automotive systems, the United Nations Economic Commission for Europe (UNECE) has enacted the UN Regulation series. Among them, UN R156 specifies the requirements that are necessary for the design and implementation of a software update management system (SUMS). However, the requirements of UN R156 are too abstract to develop the overall systems of SUMS. Therefore, we conducted threat modeling to obtain more specific security requirements than those specified in the UN R156. Based on the threat modeling, we proposed a secure SUMS architecture that meets specific security requirements. Finally, we formally verified whether our SUMS architecture logically meets the security requirements by Event-B.

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PPA: Preference Profiling Attack Against Federated Learning

Chunyi Zhou (Nanjing University of Science and Technology), Yansong Gao (Nanjing University of Science and Technology), Anmin Fu (Nanjing University of Science and Technology), Kai Chen (Chinese Academy of Science), Zhiyang Dai (Nanjing University of Science and Technology), Zhi Zhang (CSIRO's Data61), Minhui Xue (CSIRO's Data61), Yuqing Zhang (University of Chinese Academy of Science)

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AVMON: Securing Autonomous Vehicles by Learning Control Invariants and...

Ahmed Abdo, Sakib Md Bin Malek, Xuanpeng Zhao, Nael Abu-Ghazaleh (University of California, Riverside)

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Investigating the Impact of Evasion Attacks Against Automotive Intrusion...

Paolo Cerracchio, Stefano Longari, Michele Carminati, Stefano Zanero (Politecnico di Milano)

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BEAGLE: Forensics of Deep Learning Backdoor Attack for Better...

Siyuan Cheng (Purdue University), Guanhong Tao (Purdue University), Yingqi Liu (Purdue University), Shengwei An (Purdue University), Xiangzhe Xu (Purdue University), Shiwei Feng (Purdue University), Guangyu Shen (Purdue University), Kaiyuan Zhang (Purdue University), Qiuling Xu (Purdue University), Shiqing Ma (Rutgers University), Xiangyu Zhang (Purdue University)

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