yuplin2333 / representation-space-jailbreakLinks
Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794)
☆22Updated last year
Alternatives and similar repositories for representation-space-jailbreak
Users that are interested in representation-space-jailbreak are comparing it to the libraries listed below
Sorting:
- [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion☆53Updated 3 weeks ago
- Benchmark evaluation code for "SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal" (ICLR 2025)☆62Updated 7 months ago
- Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"☆58Updated last year
- ☆63Updated 6 months ago
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆29Updated last year
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆58Updated last month
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆74Updated 11 months ago
- ☆108Updated 8 months ago
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆168Updated last year
- Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"☆61Updated last year
- Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep☆157Updated 6 months ago
- This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL☆46Updated last month
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆97Updated 5 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆28Updated 2 years ago
- Code for NeurIPS 2024 Paper "Fight Back Against Jailbreaking via Prompt Adversarial Tuning"☆19Updated 5 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆44Updated last year
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆65Updated 9 months ago
- This is the code repository for "Uncovering Safety Risks of Large Language Models through Concept Activation Vector"☆45Updated 2 weeks ago
- ☆23Updated 10 months ago
- Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models☆22Updated 7 months ago
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆79Updated 5 months ago
- To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models☆32Updated 5 months ago
- Code and data to go with the Zhu et al. paper "An Objective for Nuanced LLM Jailbreaks"☆34Updated 10 months ago
- Awesome Large Reasoning Model(LRM) Safety.This repository is used to collect security-related research on large reasoning models such as …☆74Updated this week
- Accept by CVPR 2025 (highlight)☆19Updated 4 months ago
- Code and dataset for the paper: "Can Editing LLMs Inject Harm?"☆21Updated 11 months ago
- Code for ICCV2025 paper——IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves☆14Updated 3 months ago
- This is the official code for the paper "Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable".☆26Updated 7 months ago
- [NeurIPS 2024] Fight Back Against Jailbreaking via Prompt Adversarial Tuning☆10Updated 11 months ago
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆177Updated 4 months ago