密苏里科技大学综述：热侧信道给自动驾驶带来新安全风险

Thermal Side Channels Create New Security Risks For Autonomous Vehicles (Missouri S&T)

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密苏里科技大学发布综述《Can Autonomous Vehicles Keep Their Cool?》，将 13 项代表性研究归纳为热感知完整性、遥测泄露与模型信息提取三类，并按权限、时间尺度、共置条件、可部署性和自动驾驶相关性进行对比。

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Researchers at Missouri University of Science and Technology published “Can Autonomous Vehicles Keep Their Cool? A Survey of Thermal Side-Channel and Perception Attacks.”

Abstract excerpt:
“This survey systematizes thirteen representative works into thermal perception integrity, telemetry leakage, and model-information extraction, comparing them by privilege, timescale, co-tenancy, deployability, and AV relevance. We distinguish attack family from adversary class and map defenses to residual risk while thermal management remains operational. ”

Find the technical paper here. October 2026

Aaryan, Harsh, and Ce Zhou. “Can Autonomous Vehicles Keep Their Cool? A Survey of Thermal Side-Channel and Perception Attacks.” arXiv preprint arXiv:2610.21034 (2026).