conftrace_

jailbreak attack

225 papers

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Co-occurring keywords

large language model (13587) adversarial attack (1621) safety alignment (178) adversarial learning (1595) prompt injection (101) ai safety (235) adversarial prompt (65) llm safety (67) model safety (101) prompt engineering (1135)

Papers

Mind the Trojan Horse: Image Prompt Adapter Enabling Scalable and Deceptive Jailbreaking CVPR 2025
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts AAAI 2025
Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM AAAI 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models AAAI 2025
LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities AACL 2025
SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains ACL 2025
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing IJCNLP 2025
Revisiting Who’s Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective EMNLP 2024
Visual Adversarial Examples Jailbreak Aligned Large Language Models AAAI 2024
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users NIPS 2024
Protecting Your LLMs with Information Bottleneck NIPS 2024
Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NIPS 2024
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space NIPS 2024
Virtual Context Enhancing Jailbreak Attacks with Special Token Injection EMNLP 2024
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers EMNLP 2024
Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing EMNLP 2024
Course-Correction: Safety Alignment Using Synthetic Preferences EMNLP 2024
Jailbreaking LLMs with Arabic Transliteration and Arabizi EMNLP 2024
Jailbreaking Large Language Models Against Moderation Guardrails via Cipher Characters NIPS 2024
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models NIPS 2024
Improved Generation of Adversarial Examples Against Safety-aligned LLMs NIPS 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes NIPS 2024
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NIPS 2024
Distract Large Language Models for Automatic Jailbreak Attack EMNLP 2024
BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting EMNLP 2024