AI Security Research

2,077+ academic papers on AI security, attacks, and defenses

Total

2,077

Attack

809

Benchmark

603

Defense

272

Tool

226

Survey

113

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All Attack Defense Survey Benchmark Tool

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Showing 701–703 of 703 papers

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Attack HIGH

"Your AI, My Shell": Demystifying Prompt Injection Attacks on Agentic AI Coding Editors

Yue Liu, Yanjie Zhao, Yunbo Lyu +3 more

Agentic AI coding editors driven by large language models have recently become more popular due to their ability to improve developer productivity...

6 months ago cs.CR cs.SE PDF

Attack HIGH

Active Attacks: Red-teaming LLMs via Adaptive Environments

Taeyoung Yun, Pierre-Luc St-Charles, Jinkyoo Park +2 more

We address the challenge of generating diverse attack prompts for large language models (LLMs) that elicit harmful behaviors (e.g., insults, sexual...

6 months ago cs.LG cs.AI PDF

Attack HIGH

SBFA: Single Sneaky Bit Flip Attack to Break Large Language Models

Jingkai Guo, Chaitali Chakrabarti, Deliang Fan

Model integrity of Large language models (LLMs) has become a pressing security concern with their massive online deployment. Prior Bit-Flip Attacks...

6 months ago cs.CR cs.CL cs.LG PDF

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