Ali Naseh

According to our database, Ali Naseh authored at least 16 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Text-to-Image Models Leave Identifiable Signatures: Implications for Leaderboard Security.

Ali Naseh, Anshuman Suri, Yuefeng Peng, Harsh Chaudhari, Alina Oprea, Amir Houmansadr

CoRR, October, 2025

Throttling Web Agents Using Reasoning Gates.

Abhinav Kumar, Jaechul Roh, Ali Naseh, Amir Houmansadr, Eugene Bagdasarian

CoRR, September, 2025

Exploiting Leaderboards for Large-Scale Distribution of Malicious Models.

Anshuman Suri, Harsh Chaudhari, Yuefeng Peng, Ali Naseh, Amir Houmansadr, Alina Oprea

CoRR, July, 2025

R1dacted: Investigating Local Censorship in DeepSeek's R1 Language Model.

Ali Naseh, Harsh Chaudhari, Jaechul Roh, Mingshi Wu, Alina Oprea, Amir Houmansadr

CoRR, May, 2025

LLM Misalignment via Adversarial RLHF Platforms.

Erfan Entezami, Ali Naseh

CoRR, March, 2025

OverThink: Slowdown Attacks on Reasoning LLMs.

Abhinav Kumar, Jaechul Roh, Ali Naseh, Marzena Karpinska, Mohit Iyyer, Amir Houmansadr, Eugene Bagdasarian

CoRR, February, 2025

Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection.

Ali Naseh, Niloofar Mireshghallah

CoRR, January, 2025

Backdooring Bias (B^2) into Stable Diffusion Models.

Ali Naseh, Jaechul Roh, Eugene Bagdasarian, Amir Houmansadr

Proceedings of the 34th USENIX Security Symposium, 2025

Diffence: Fencing Membership Privacy With Diffusion Models.

Yuefeng Peng, Ali Naseh, Amir Houmansadr

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation.

Ali Naseh, Yuefeng Peng, Anshuman Suri, Harsh Chaudhari, Alina Oprea, Amir Houmansadr

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

2024

Injecting Bias in Text-To-Image Models via Composite-Trigger Backdoors.

Ali Naseh, Jaechul Roh, Eugene Bagdasaryan, Amir Houmansadr

CoRR, 2024

Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images.

Ali Naseh, Katherine Thai, Mohit Iyyer, Amir Houmansadr

CoRR, 2024

2023

Understanding (Un)Intended Memorization in Text-to-Image Generative Models.

Ali Naseh, Jaechul Roh, Amir Houmansadr

CoRR, 2023

Memory Triggers: Unveiling Memorization in Text-To-Image Generative Models through Word-Level Duplication.

Ali Naseh, Jaechul Roh, Amir Houmansadr

CoRR, 2023

On the Risks of Stealing the Decoding Algorithms of Language Models.

Ali Naseh, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr

CoRR, 2023

Stealing the Decoding Algorithms of Language Models.

Ali Naseh, Kalpesh Krishna, Mohit Iyyer, Amir Houmansadr

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023