| Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training | Mar 24, 2025 | DiversityLarge Language Model | CodeCode Available | 1 |
| AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration | Mar 20, 2025 | Red Teaming | —Unverified | 0 |
| MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models | Mar 19, 2025 | Adversarial RobustnessAutonomous Driving | —Unverified | 0 |
| Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization | Mar 14, 2025 | Red Teaming | —Unverified | 0 |
| A Framework for Evaluating Emerging Cyberattack Capabilities of AI | Mar 14, 2025 | Red Teaming | —Unverified | 0 |
| Red Teaming Contemporary AI Models: Insights from Spanish and Basque Perspectives | Mar 13, 2025 | Red Teaming | —Unverified | 0 |
| JBFuzz: Jailbreaking LLMs Efficiently and Effectively Using Fuzzing | Mar 12, 2025 | Red TeamingSafety Alignment | —Unverified | 0 |
| MAD-MAX: Modular And Diverse Malicious Attack MiXtures for Automated LLM Red Teaming | Mar 8, 2025 | Red Teaming | —Unverified | 0 |
| Reinforced Diffuser for Red Teaming Large Vision-Language Models | Mar 8, 2025 | Large Language ModelRed Teaming | —Unverified | 0 |
| Know Thy Judge: On the Robustness Meta-Evaluation of LLM Safety Judges | Mar 6, 2025 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| LLM-Safety Evaluations Lack Robustness | Mar 4, 2025 | Red TeamingResponse Generation | —Unverified | 0 |
| Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models | Mar 3, 2025 | Red TeamingSurvey | —Unverified | 0 |
| UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning | Feb 28, 2025 | Large Language ModelRed Teaming | CodeCode Available | 1 |
| Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming | Feb 22, 2025 | DiversityIn-Context Learning | —Unverified | 0 |
| Fast Proxies for LLM Robustness Evaluation | Feb 14, 2025 | Red Teaming | —Unverified | 0 |
| A Frontier AI Risk Management Framework: Bridging the Gap Between Current AI Practices and Established Risk Management | Feb 10, 2025 | ManagementRed Teaming | —Unverified | 0 |
| Predictive Red Teaming: Breaking Policies Without Breaking Robots | Feb 10, 2025 | Imitation LearningRed Teaming | —Unverified | 0 |
| KDA: A Knowledge-Distilled Attacker for Generating Diverse Prompts to Jailbreak LLMs | Feb 5, 2025 | DiversityPrompt Engineering | —Unverified | 0 |
| Understanding and Enhancing the Transferability of Jailbreaking Attacks | Feb 5, 2025 | Intent RecognitionRed Teaming | CodeCode Available | 1 |
| Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming | Jan 31, 2025 | Red Teaming | —Unverified | 0 |
| RICoTA: Red-teaming of In-the-wild Conversation with Test Attempts | Jan 29, 2025 | ChatbotRed Teaming | CodeCode Available | 0 |
| Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation | Jan 29, 2025 | Red TeamingSafety Alignment | CodeCode Available | 2 |
| Siren: A Learning-Based Multi-Turn Attack Framework for Simulating Real-World Human Jailbreak Behaviors | Jan 24, 2025 | Red Teaming | CodeCode Available | 1 |
| Playing Devil's Advocate: Unmasking Toxicity and Vulnerabilities in Large Vision-Language Models | Jan 14, 2025 | Red Teaming | —Unverified | 0 |
| Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints | Jan 14, 2025 | Large Language ModelRed Teaming | —Unverified | 0 |