YiyiyiZhao / sirenLinks
Welcome to the official repository for Siren, a project aimed at understanding and mitigating harmful behaviors in large language models (LLMs). This repository contains the resources for reproducing the experiments described in our work.
☆11Updated 5 months ago
Alternatives and similar repositories for siren
Users that are interested in siren are comparing it to the libraries listed below
Sorting:
- [AAAI'25 (Oral)] Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆156Updated 3 weeks ago
- ☆52Updated 3 months ago
- ☆30Updated 2 months ago
- Red Queen Dataset and data generation template☆16Updated 9 months ago
- Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…☆20Updated 11 months ago
- ☆56Updated last month
- [ECCV'24 Oral] The official GitHub page for ''Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking …☆25Updated 8 months ago
- ☆93Updated 5 months ago
- [ICLR 2024 Spotlight 🔥 ] - [ Best Paper Award SoCal NLP 2023 🏆] - Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal…☆61Updated last year
- Code for ACM MM2024 paper: White-box Multimodal Jailbreaks Against Large Vision-Language Models☆29Updated 6 months ago
- To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models☆31Updated last month
- ☆20Updated last year
- [COLM 2024] JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and fur…☆68Updated 2 months ago
- Code for NeurIPS 2024 Paper "Fight Back Against Jailbreaking via Prompt Adversarial Tuning"☆14Updated 2 months ago
- ☆47Updated last year
- Accepted by ECCV 2024☆142Updated 9 months ago
- ☆48Updated 11 months ago
- [NeurIPS 2024] Fight Back Against Jailbreaking via Prompt Adversarial Tuning☆10Updated 8 months ago
- Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"☆25Updated last year
- BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models☆171Updated 3 weeks ago
- Comprehensive Assessment of Trustworthiness in Multimodal Foundation Models☆21Updated 4 months ago
- ☆44Updated 7 months ago
- ☆30Updated 9 months ago
- Awesome Jailbreak, red teaming arxiv papers (Automatically Update Every 12th hours)☆41Updated this week
- Code for ICLR 2025 Failures to Find Transferable Image Jailbreaks Between Vision-Language Models☆30Updated last month
- [CVPR 2025] Official implementation for "Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbre…☆33Updated last week
- Code for "When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search" (NeurIPS 2024)☆9Updated 8 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆13Updated last year
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆26Updated last year
- Safety at Scale: A Comprehensive Survey of Large Model Safety☆183Updated 4 months ago