Academic Interest

Profile| Research Interest | Publications

Zhongyuan Hau (Aaron)

Contact

Email : zy.ｈａｕ 17 [at] imperial.ac.uk
(replace last name with proper characters)


Research Interest

My research focus lies in the detection of attacks leveraging multi-information fusion to be able to effectively identify and explain anomalies when a system is under attack.

Publications

  1. [SafeThings @ IEEE S&P] Using 3D Shadows to Detect Object Hiding Attacks on Autonomous Vehicle Perception. Zhongyuan Hau, Soteris Demetriou, Emil C. Lupu (2022).To appear in the Proceedings of the 2022 IEEE Security and Privacy Workshops 2022.
  2. [ESORICS] Shadow-Catcher: Looking Into Shadows to Detect Ghost Objects in Autonomous Vehicle 3D Sensing. Zhongyuan Hau, Soteris Demetriou, Luis Munoz-Gonz'alez, Emil C. Lupu (2021).To appear in the Proceedings of the 26th European Symposium on Research in Computer Security (ESORICS).📄ℹ️
  3. [AutoSec @ NDSS] Object Removal Attacks on LiDAR-based 3D Object Detectors. Automotive and Autonomous Vehicle Security (AutoSec) Workshop 2021. Zhongyuan Hau, Kenneth T Co, Soteris Demetriou, Emil C. Lupu. 2021. 📄 (Best Paper Award (Short) - Runner Up)
  4. [MAISP @ MobiSys] Temporal Consistency Checks to Detect LiDAR Spoofing Attacks in Autonomous Vehicle Perception. Chengzeng You, Zhongyuan Hau, Soteris Demetriou. To appear in the 1st Workshop on Security and Privacy for Mobile AI (MAISP’21), co-located with ACM MobiSys 2021. 📄
  5. [CPSS @ AsiaCCS] Evaluating Cascading Impact of Attacks on Resilience of Industrial Control Systems: A Design-Centric Modeling Approach. In Proceedings of the 6th ACM Cyber- Physical System Security Workshop (CPSS ’20), October 6, 2020, Taipei, Taiwan. Zhongyuan Hau, John Henry Castellanos, and Jianying Zhou. 2020. 📄
  6. [CPSS @ AsiaCCS] Exploiting Correlations to Detect False Data Injections in Low-Density Wireless Sensor Networks. In 5th ACM Cyber-Physical System Security Workshop (CPSS ’19), July 8, 2019, Auckland,New Zealand. Zhongyuan Hau and Emil C. Lupu. 2019. 📄
  7. Heat transfer from an immersed tube in a bubbling fluidized bed. Industrial & Engineering Chemistry Research, 55(33), 9040-9053. Zhongyuan Hau and Eldin Lim W.C. 2016 📄

Pre-prints

Service

  1. Sub-Reviewer for Automotive and Autonomous Vehicle Security (AutoSec) Workshop [2022]
  2. Technical Program Committee Member for Workshop on Artificial Intelligence and Industrial Internet-of-Things Security (AIoTS) [2021]
  3. Reviewer for Cybersecurity Journal, Springer [2020]
  4. Sub-Reviewer for ACM Workshop on Cyber-Physical Systems Security & Privacy (CPS-SPC) [2019]