Yupei Liu

BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning pdf

Neil Zhenqiang Gong, Jinyuan Jia, Yupei Liu, 2021, 2022 IEEE Symposium on Security and Privacy (SP).

Security Analysis of Camera-LiDAR Fusion Against Black-Box Attacks on Autonomous Vehicles

Miroslav Pajic, Yupei Liu, Z. Morley Mao, 2021, 2106.07098.

StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning

Jinyuan Jia, N. Gong, Yupei Liu, 2022, CCS.

Security Analysis of Camera-LiDAR Fusion Against Black-Box Attacks on Autonomous Vehicles

M. Pajic, Yulong Cao, R. S. Hallyburton, 2021, USENIX Security Symposium.

Security Analysis of Camera-LiDAR Semantic-Level Fusion Against Black-Box Attacks on Autonomous Vehicles pdf

Miroslav Pajic, Yupei Liu, R. Spencer Hallyburton, 2021, ArXiv.

Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks

Jinyuan Jia, N. Gong, Yupei Liu, 2020, AAAI.

PORE: Provably Robust Recommender Systems against Data Poisoning Attacks

Jinyuan Jia, N. Gong, Yupei Liu, 2023, USENIX Security Symposium.