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

Showing 61–80 of 112 papers

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AprielGuard

Jaykumar Kasundra, Anjaneya Praharaj, Sourabh Surana +11 more

Safeguarding large language models (LLMs) against unsafe or adversarial behavior is critical as they are increasingly deployed in conversational and...

3 months ago cs.CL PDF
Survey MEDIUM

The Role of AI in Modern Penetration Testing

J. Alexander Curtis, Nasir U. Eisty

Penetration testing is a cornerstone of cybersecurity, traditionally driven by manual, time-intensive processes. As systems grow in complexity, there...

3 months ago cs.SE PDF
Survey LOW

Toward a Safe Internet of Agents

Juan A. Wibowo, George C. Polyzos

Background: Autonomous agents powered by Large Language Models (LLMs) are driving a paradigm shift toward an "Internet of Agents" (IoA). While...

3 months ago cs.MA PDF
Survey LOW

AI Deception: Risks, Dynamics, and Controls

Boyuan Chen, Sitong Fang, Jiaming Ji +57 more

As intelligence increases, so does its shadow. AI deception, in which systems induce false beliefs to secure self-beneficial outcomes, has evolved...

3 months ago cs.AI PDF

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