Biblio

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2024
Liu Y, Jia Y, Geng R, Jia J, Gong NZhenqiang.  2024.  Formalizing and Benchmarking Prompt Injection Attacks and Defenses. 33rd USENIX Security Symposium (USENIX Security 24). :1831--1847.
Tang M, Dai A, DiValentin L, Ding A, Hass A, Gong NZhenqiang, Chen Y, Li H.  2024.  ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. 33rd USENIX Security Symposium (USENIX Security 24). :5305--5322.
Liu H, Reiter MK, Gong NZhenqiang.  2024.  Mudjacking: Patching Backdoor Vulnerabilities in Foundation Models. 33rd USENIX Security Symposium (USENIX Security 24). :2919--2936.
2022
Liu H, Jia J, Gong NZhenqiang.  2022.  PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning. 31st USENIX Security Symposium (USENIX Security 22). :3629--3645.
Wu Y, Cao X, Jia J, Gong NZhenqiang.  2022.  Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data. 31st USENIX Security Symposium (USENIX Security 22). :519--536.
2021
Cao X, Jia J, Gong NZhenqiang.  2021.  Data Poisoning Attacks to Local Differential Privacy Protocols. 30th USENIX Security Symposium (USENIX Security 21). :947--964.
He X, Jia J, Backes M, Gong NZhenqiang, Zhang Y.  2021.  Stealing Links from Graph Neural Networks. 30th USENIX Security Symposium (USENIX Security 21). :2669--2686.