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2020 – today
- 2025
[c2]Yuefeng Peng, Ali Naseh, Amir Houmansadr:
Diffence: Fencing Membership Privacy With Diffusion Models. NDSS 2025- [i10]Ali Naseh, Niloofar Mireshghallah:
Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection. CoRR abs/2501.11786 (2025) - [i9]Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr:
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation. CoRR abs/2502.00306 (2025) - [i8]Abhinav Kumar, Jaechul Roh, Ali Naseh, Marzena Karpinska, Mohit Iyyer, Amir Houmansadr, Eugene Bagdasarian:
OverThink: Slowdown Attacks on Reasoning LLMs. CoRR abs/2502.02542 (2025) - [i7]Erfan Entezami, Ali Naseh:
LLM Misalignment via Adversarial RLHF Platforms. CoRR abs/2503.03039 (2025) - 2024
- [i6]Ali Naseh, Katherine Thai, Mohit Iyyer, Amir Houmansadr:
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images. CoRR abs/2404.13784 (2024) - [i5]Ali Naseh, Jaechul Roh, Eugene Bagdasaryan, Amir Houmansadr:
Injecting Bias in Text-To-Image Models via Composite-Trigger Backdoors. CoRR abs/2406.15213 (2024) - 2023
- [c1]Ali Naseh
, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr:
Stealing the Decoding Algorithms of Language Models. CCS 2023: 1835-1849 - [i4]Ali Naseh, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr:
On the Risks of Stealing the Decoding Algorithms of Language Models. CoRR abs/2303.04729 (2023) - [i3]Ali Naseh, Jaechul Roh, Amir Houmansadr:
Memory Triggers: Unveiling Memorization in Text-To-Image Generative Models through Word-Level Duplication. CoRR abs/2312.03692 (2023) - [i2]Yuefeng Peng, Ali Naseh, Amir Houmansadr:
Diffence: Fencing Membership Privacy With Diffusion Models. CoRR abs/2312.04692 (2023) - [i1]Ali Naseh, Jaechul Roh, Amir Houmansadr:
Understanding (Un)Intended Memorization in Text-to-Image Generative Models. CoRR abs/2312.07550 (2023)
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