Paper Library

Red Teaming for Generative AI, Report on a Copyright-Focused Exercise Completed in an Academic Medical Center

James Wen, Sahil Nalawade, Zhiwei Liang, Catherine Bielick, Marisa Ferrara Boston, Alexander Chowdhury, Adele Collin, Luigi De Angelis, Jacob Ellen, Heather Frase, Rodrigo R. Gameiro, Juan Manuel Gutierrez, Pooja Kadam, Murat Keceli, Srikanth Krishnamurthy, Anne Kwok, Yanan Lance Lu, Heather Mattie, Liam G. McCoy, Katherine Miller, Allison C. Morgan, Marlene Louisa Moerig, Trang Nguyen, Alexander Owen-Post, Alex D. Ruiz, Sreekar Reddy Puchala, Soujanya Samineni, Takeshi Tohyama, Varun Ullanat, Carmine Valenza, Camilo Velez, Pengcheng Wang, Anna Wuest, Yuxiang Zhou, Yingde Zhu, Jason M. Johnson, Naomi Lenane, Jennifer Willcox, Francis J. Vitiello, Leo Anthony G. Celi, Renato Umeton

2025-06-26

red teaming

2506.22523v2

June 30 - July 06, 2025

On Jailbreaking Quantized Language Models Through Fault Injection Attacks

Adversarial Manipulation of Reasoning Models using Internal Representations

Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection

Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models

Meta SecAlign: A Secure Foundation LLM Against Prompt Injection Attacks

PII Jailbreaking in LLMs via Activation Steering Reveals Personal Information Leakage

MGC: A Compiler Framework Exploiting Compositional Blindness in Aligned LLMs for Malware Generation

SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism

LLM-based Realistic Safety-Critical Driving Video Generation

`For Argument's Sake, Show Me How to Harm Myself!': Jailbreaking LLMs in Suicide and Self-Harm Contexts

Enhancing LLM Agent Safety via Causal Influence Prompting

Reasoning as an Adaptive Defense for Safety

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents

Linearly Decoding Refused Knowledge in Aligned Language Models

Logit-Gap Steering: Efficient Short-Suffix Jailbreaks for Aligned Large Language Models

Leveraging the Potential of Prompt Engineering for Hate Speech Detection in Low-Resource Languages

Evaluating Multi-Agent Defences Against Jailbreaking Attacks on Large Language Models

June 23 - June 29, 2025

Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models

VERA: Variational Inference Framework for Jailbreaking Large Language Models

MetaCipher: A General and Extensible Reinforcement Learning Framework for Obfuscation-Based Jailbreak Attacks on Black-Box LLMs

Advancing Jailbreak Strategies: A Hybrid Approach to Exploiting LLM Vulnerabilities and Bypassing Modern Defenses

Red Teaming for Generative AI, Report on a Copyright-Focused Exercise Completed in an Academic Medical Center

Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation

A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures