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Yupei Liu
Yupei Liu
Verifierad e-postadress på duke.edu - Startsida
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BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning
J Jia, Y Liu, NZ Gong
IEEE Symposium on Security and Privacy, 2022
1362022
Certified Robustness of Nearest Neighbors Against Data Poisoning and Backdoor Attacks
J Jia, Y Liu, X Cao, NZ Gong
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9575-9583, 2022
67*2022
Security Analysis of Camera-LiDAR Fusion Against Black-Box Attacks on Autonomous Vehicles
RS Hallyburton, Y Liu, Y Cao, ZM Mao, M Pajic
USENIX Security Symposium, 2022
462022
StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning
Y Liu, J Jia, H Liu, NZ Gong
ACM Conference on Computer and Communications Security (CCS), 2022
29*2022
Prompt Injection Attacks and Defenses in LLM-Integrated Applications
Y Liu, Y Jia, R Geng, J Jia, NZ Gong
arXiv preprint arXiv:2310.12815, 2023
162023
PORE: Provably Robust Recommender Systems against Data Poisoning Attacks
J Jia, Y Liu, Y Hu, NZ Gong
USENIX Security Symposium, 2023
52023
DRMGuard: Defending Deep Regression Models against Backdoor Attacks
L Du, Y Liu, J Jia, G Lan
2023
FMLock: Preventing Unauthorized Use of Large Foundation Models
Y Liu, J Jia, NZ Gong
2023
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Artiklar 1–8