Michael-Andrei Panaitescu-Liess

14 papers A* 5Journal 8Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	AdvBDGen: A Robust Framework for Generating Adaptive and Stealthy Backdoors in LLM Alignment. AAAI Pankayaraj Pathmanathan, Udari Madhushani Sehwag, Michael-Andrei Panaitescu-Liess, Cho-Yu Jason Chiang, Furong Huang
2025	A*	`conf`	Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data? AAAI Michael-Andrei Panaitescu-Liess, Zora Che, Bang An, Yuancheng Xu, Pankayaraj Pathmanathan, Souradip Chakraborty, Sicheng Zhu, Tom Goldstein, Furong Huang
2025	J	`jnl`	Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds. CoRR Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Sicheng Zhu, Furong Huang, Tudor Dumitras
2025	—	`conf`	PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models. NAACL (Long Papers) Michael-Andrei Panaitescu-Liess, Pankayaraj Pathmanathan, Yigitcan Kaya, Zora Che, Bang An, Sicheng Zhu, Aakriti Agrawal, Furong Huang
2025	J	`jnl`	PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models. CoRR Michael-Andrei Panaitescu-Liess, Pankayaraj Pathmanathan, Yigitcan Kaya, Zora Che, Bang An, Sicheng Zhu, Aakriti Agrawal, Furong Huang
2025	J	`jnl`	RAGPart & RAGMask: Retrieval-Stage Defenses Against Corpus Poisoning in Retrieval-Augmented Generation. CoRR Pankayaraj Pathmanathan, Michael-Andrei Panaitescu-Liess, Cho-Yu Jason Chiang, Furong Huang
2024	J	`jnl`	AdvBDGen: Adversarially Fortified Prompt-Specific Fuzzy Backdoor Generator Against LLM Alignment. CoRR Pankayaraj Pathmanathan, Udari Madhushani Sehwag, Michael-Andrei Panaitescu-Liess, Furong Huang
2024	J	`jnl`	Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models. CoRR Bang An, Sicheng Zhu, Ruiyi Zhang, Michael-Andrei Panaitescu-Liess, Yuancheng Xu, Furong Huang
2024	J	`jnl`	Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data? CoRR Michael-Andrei Panaitescu-Liess, Zora Che, Bang An, Yuancheng Xu, Pankayaraj Pathmanathan, Souradip Chakraborty, Sicheng Zhu, Tom Goldstein, Furong Huang
2024	A*	`conf`	Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds. ICLR Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Sicheng Zhu, Furong Huang, Tudor Dumitras
2024	A*	`conf`	PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts. ICLR Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang
2023	J	`jnl`	More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes. CoRR Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang
2021	A*	`conf`	Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes. NeurIPS Sanghyun Hong, Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Tudor Dumitras
2021	J	`jnl`	Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes. CoRR Sanghyun Hong, Michael-Andrei Panaitescu-Liess, Yigitcan Kaya, Tudor Dumitras