sinanw / llm-security-prompt-injection
This project investigates the security of large language models by performing binary classification of a set of input prompts to discover malicious prompts. Several approaches have been analyzed using classical ML algorithms, a trained LLM model, and a fine-tuned LLM model.
☆38Updated last year
Alternatives and similar repositories for llm-security-prompt-injection:
Users that are interested in llm-security-prompt-injection are comparing it to the libraries listed below
- LLM security and privacy☆48Updated 5 months ago
- This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses☆182Updated 2 months ago
- Papers about red teaming LLMs and Multimodal models.☆105Updated 4 months ago
- [NDSS'25 Poster] A collection of automated evaluators for assessing jailbreak attempts.☆133Updated 3 weeks ago
- A benchmark for prompt injection detection systems.☆98Updated last month
- ☆57Updated 9 months ago
- AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks☆39Updated 9 months ago
- The fastest Trust Layer for AI Agents☆125Updated 3 weeks ago
- A collection of prompt injection mitigation techniques.☆20Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆147Updated 3 months ago
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆115Updated last week
- ⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs☆369Updated last year
- TAP: An automated jailbreaking method for black-box LLMs☆153Updated 3 months ago
- Implementation of BEAST adversarial attack for language models (ICML 2024)☆81Updated 10 months ago
- ☆40Updated 4 months ago
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆43Updated 5 months ago
- PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to a…☆352Updated last year
- Payloads for Attacking Large Language Models☆77Updated 8 months ago
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆320Updated last week
- A repository of Language Model Vulnerabilities and Exposures (LVEs).☆108Updated last year
- ☆31Updated 4 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆315Updated 2 months ago
- Risks and targets for assessing LLMs & LLM vulnerabilities☆30Updated 10 months ago
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆284Updated 2 months ago
- ☆87Updated last month
- All things specific to LLM Red Teaming Generative AI☆23Updated 5 months ago
- A prompt injection game to collect data for robust ML research☆54Updated 2 months ago
- 🤖🛡️🔍🔒🔑 Tiny package designed to support red teams and penetration testers in exploiting large language model AI solutions.☆23Updated 10 months ago
- A benchmark for evaluating the robustness of LLMs and defenses to indirect prompt injection attacks.☆63Updated 11 months ago
- An Execution Isolation Architecture for LLM-Based Agentic Systems☆68Updated 2 months ago