wagner-group / prompt-injection-defense
Fine-tuning base models to build robust task-specific models
☆24Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for prompt-injection-defense
- ☆40Updated 6 months ago
- ☆38Updated 4 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆34Updated 3 weeks ago
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆110Updated 2 months ago
- An unofficial implementation of AutoDAN attack on LLMs (arXiv:2310.15140)☆30Updated 9 months ago
- [USENIX Security 2025] PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models☆93Updated last month
- Code&Data for the paper "Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents" [NeurIPS 2024]☆44Updated last month
- Papers about red teaming LLMs and Multimodal models.☆78Updated last month
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆59Updated 3 months ago
- Official implementation of paper: DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers☆36Updated 2 months ago
- [NAACL2024] Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey☆76Updated 3 months ago
- ICLR2024 Paper. Showing properties of safety tuning and exaggerated safety.☆71Updated 6 months ago
- [ICLR 2024]Data for "Multilingual Jailbreak Challenges in Large Language Models"☆62Updated 8 months ago
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆65Updated this week
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆79Updated 8 months ago
- Jailbreaking Large Vision-language Models via Typographic Visual Prompts☆87Updated 6 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆34Updated 4 months ago
- TAP: An automated jailbreaking method for black-box LLMs☆119Updated 8 months ago
- AmpleGCG: Learning a Universal and Transferable Generator of Adversarial Attacks on Both Open and Closed LLM☆45Updated 2 weeks ago
- ☆39Updated 9 months ago
- ☆31Updated last year
- This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses☆146Updated 2 months ago
- [CIKM 2024] Trojan Activation Attack: Attack Large Language Models using Activation Steering for Safety-Alignment.☆19Updated 3 months ago
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆48Updated 3 months ago
- Code to conduct an embedding attack on LLMs☆19Updated last month
- Official implementation of AdvPrompter https//arxiv.org/abs/2404.16873☆122Updated 6 months ago
- Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizX…☆62Updated 8 months ago
- PAL: Proxy-Guided Black-Box Attack on Large Language Models☆46Updated 3 months ago
- ☆72Updated last year
- ☆53Updated 3 weeks ago