SOTAVerified

Red Teaming

Papers

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Showing 151–200 of 251 papers

TitleStatusHype
LLM-Assisted Red Teaming of Diffusion Models through "Failures Are Fated, But Can Be Faded"—0
AdvAgent: Controllable Blackbox Red-teaming on Web Agents—0
SMILES-Prompting: A Novel Approach to LLM Jailbreak Attacks in Chemical SynthesisCode0
Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis—0
BiasJailbreak:Analyzing Ethical Biases and Jailbreak Vulnerabilities in Large Language ModelsCode0
A Formal Framework for Assessing and Mitigating Emergent Security Risks in Generative AI Models: Bridging Theory and Dynamic Risk Mitigation—0
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment—0
Recent advancements in LLM Red-Teaming: Techniques, Defenses, and Ethical Considerations—0
SteerDiff: Steering towards Safe Text-to-Image Diffusion Models—0
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester—0
Overriding Safety protections of Open-source ModelsCode0
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI—0
Jailbreaking Large Language Models with Symbolic Mathematics—0
What Is Wrong with My Model? Identifying Systematic Problems with Semantic Data SlicingCode0
Games for AI Control: Models of Safety Evaluations of AI Deployment Protocols—0
Exploring Straightforward Conversational Red-Teaming—0
Conversational Complexity for Assessing Risk in Large Language Models—0
Testing and Evaluation of Large Language Models: Correctness, Non-Toxicity, and Fairness—0
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language ModelsCode0
Atoxia: Red-teaming Large Language Models with Target Toxic Answers—0
DiffZOO: A Purely Query-Based Black-Box Attack for Red-teaming Text-to-Image Generative Model via Zeroth Order Optimization—0
SAGE-RT: Synthetic Alignment data Generation for Safety Evaluation and Red Teaming—0
Kov: Transferable and Naturalistic Black-Box LLM Attacks using Markov Decision Processes and Tree SearchCode0
h4rm3l: A language for Composable Jailbreak Attack Synthesis—0
RedAgent: Red Teaming Large Language Models with Context-aware Autonomous Language Agent—0
Can Large Language Models Automatically Jailbreak GPT-4V?—0
Breaking the Global North Stereotype: A Global South-centric Benchmark Dataset for Auditing and Mitigating Biases in Facial Recognition Systems—0
Arondight: Red Teaming Large Vision Language Models with Auto-generated Multi-modal Jailbreak Prompts—0
Phi-3 Safety Post-Training: Aligning Language Models with a "Break-Fix" Cycle—0
Direct Unlearning Optimization for Robust and Safe Text-to-Image Models—0
ASTPrompter: Weakly Supervised Automated Language Model Red-Teaming to Identify Low-Perplexity Toxic PromptsCode0
The Human Factor in AI Red Teaming: Perspectives from Social and Collaborative Computing—0
Automated Progressive Red TeamingCode0
SeqAR: Jailbreak LLMs with Sequential Auto-Generated CharactersCode0
Purple-teaming LLMs with Adversarial Defender Training—0
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm—0
Leveraging Reinforcement Learning in Red Teaming for Advanced Ransomware Attack Simulations—0
Steering Without Side Effects: Improving Post-Deployment Control of Language ModelsCode0
Finding Safety Neurons in Large Language Models—0
Adversaries Can Misuse Combinations of Safe Models—0
Ruby Teaming: Improving Quality Diversity Search with Memory for Automated Red Teaming—0
Code-Switching Red-Teaming: LLM Evaluation for Safety and Multilingual UnderstandingCode0
CELL your Model: Contrastive Explanations for Large Language Models—0
STAR: SocioTechnical Approach to Red Teaming Language Models—0
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters—0
Safety Alignment for Vision Language Models—0
Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming—0
Red Teaming Language Models for Processing Contradictory DialoguesCode0
A Mechanism-Based Approach to Mitigating Harms from Persuasive Generative AI—0
Bias patterns in the application of LLMs for clinical decision support: A comprehensive studyCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SUDOAttack Success Rate41—Unverified