Safety

Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR 2024 Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring UAI 2024 CMD: a framework for Context-aware Model self-Detoxification EMNLP 2024 CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion ACL 2024 ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NeurIPS 2024 Confident Natural Policy Gradient for Local Planning in q_π-realizable Constrained MDPs NeurIPS 2024 Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming AAAI 2024 CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference EMNLP 2024 Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition NeurIPS 2024 DeepBern-Nets: Taming the Complexity of Certifying Neural Networks Using Bernstein Polynomial Activations and Precise Bound Propagation AAAI 2024 Defending Jailbreak Prompts via In-Context Adversarial Game EMNLP 2024 Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing EMNLP 2024 Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models NeurIPS 2024 Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NeurIPS 2024 Distract Large Language Models for Automatic Jailbreak Attack EMNLP 2024 Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models EMNLP 2024 Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024 Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024 Fight Back Against Jailbreaking via Prompt Adversarial Tuning NeurIPS 2024 Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models EMNLP 2024 From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking EMNLP 2024 GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024 Generalized constraint for probabilistic safe reinforcement learning L4DC 2024 GuardBench: A Large-Scale Benchmark for Guardrail Models EMNLP 2024 GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NeurIPS 2024