Ali Naseh

19 papers A* 4Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Identifying Models Behind Text-to-Image Leaderboards.
CoRR
Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr
2025 A* conf
Backdooring Bias (B^2) into Stable Diffusion Models.
USENIX Security Symposium
Ali Naseh, Jaechul Roh, Eugene Bagdasarian, Amir Houmansadr
2025 A* conf
Diffence: Fencing Membership Privacy With Diffusion Models.
NDSS
Yuefeng Peng, Ali Naseh, Amir Houmansadr
2025 J jnl
Exploiting Leaderboards for Large-Scale Distribution of Malicious Models.
CoRR
Anshuman Suri, Harsh Chaudhari, Yuefeng Peng, Ali Naseh, Amir Houmansadr, Alina Oprea
2025 J jnl
LLM Misalignment via Adversarial RLHF Platforms.
CoRR
Erfan Entezami, Ali Naseh
2025 J jnl
OverThink: Slowdown Attacks on Reasoning LLMs.
CoRR
Abhinav Kumar, Jaechul Roh, Ali Naseh, Marzena Karpinska, Mohit Iyyer, Amir Houmansadr, Eugene Bagdasarian
2025 J jnl
R1dacted: Investigating Local Censorship in DeepSeek's R1 Language Model.
CoRR
Ali Naseh, Harsh Chaudhari, Jaechul Roh, Mingshi Wu, Alina Oprea, Amir Houmansadr
2025 A* conf
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation.
CCS
Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr
2025 J jnl
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation.
CoRR
Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr
2025 J jnl
Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection.
CoRR
Ali Naseh, Niloofar Mireshghallah
2025 J jnl
Text-to-Image Models Leave Identifiable Signatures: Implications for Leaderboard Security.
CoRR
Ali Naseh, Anshuman Suri, Yuefeng Peng, Harsh Chaudhari, Alina Oprea, Amir Houmansadr
2025 J jnl
Throttling Web Agents Using Reasoning Gates.
CoRR
Abhinav Kumar, Jaechul Roh, Ali Naseh, Amir Houmansadr, Eugene Bagdasarian
2024 J jnl
Injecting Bias in Text-To-Image Models via Composite-Trigger Backdoors.
CoRR
Ali Naseh, Jaechul Roh, Eugene Bagdasaryan, Amir Houmansadr
2024 J jnl
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images.
CoRR
Ali Naseh, Katherine Thai, Mohit Iyyer, Amir Houmansadr
2023 J jnl
Diffence: Fencing Membership Privacy With Diffusion Models.
CoRR
Yuefeng Peng, Ali Naseh, Amir Houmansadr
2023 J jnl
Memory Triggers: Unveiling Memorization in Text-To-Image Generative Models through Word-Level Duplication.
CoRR
Ali Naseh, Jaechul Roh, Amir Houmansadr
2023 J jnl
On the Risks of Stealing the Decoding Algorithms of Language Models.
CoRR
Ali Naseh, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr
2023 A* conf
Stealing the Decoding Algorithms of Language Models.
CCS
Ali Naseh, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr
2023 J jnl
Understanding (Un)Intended Memorization in Text-to-Image Generative Models.
CoRR
Ali Naseh, Jaechul Roh, Amir Houmansadr