sinanw / llm-security-prompt-injectionLinks
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.
☆41Updated 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
Sorting:
- The fastest Trust Layer for AI Agents☆138Updated last month
- LLM security and privacy☆48Updated 8 months ago
- A benchmark for prompt injection detection systems.☆121Updated last month
- This repository provides a benchmark for prompt Injection attacks and defenses☆240Updated last month
- Papers about red teaming LLMs and Multimodal models.☆123Updated last month
- ⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs☆395Updated last year
- A repository of Language Model Vulnerabilities and Exposures (LVEs).☆112Updated last year
- ☆119Updated 3 weeks ago
- PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to a…☆389Updated last year
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆202Updated last week
- Red-Teaming Language Models with DSPy☆202Updated 4 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆161Updated 3 months ago
- Every practical and proposed defense against prompt injection.☆495Updated 4 months ago
- ☆570Updated last week
- ☆66Updated last year
- Make your GenAI Apps Safe & Secure Test & harden your system prompt☆514Updated 3 weeks ago
- Test LLMs against jailbreaks and unprecedented harms☆32Updated 8 months ago
- 🧠 LLMFuzzer - Fuzzing Framework for Large Language Models 🧠 LLMFuzzer is the first open-source fuzzing framework specifically designed …☆284Updated last year
- ☆75Updated 7 months ago
- Dropbox LLM Security research code and results☆227Updated last year
- The automated prompt injection framework for LLM-integrated applications.☆216Updated 10 months ago
- A collection of awesome resources related AI security☆255Updated 3 weeks ago
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆320Updated 5 months ago
- CyberGym is a large-scale, high-quality cybersecurity evaluation framework designed to rigorously assess the capabilities of AI agents on…☆41Updated 2 weeks ago
- Top 10 for Agentic AI (AI Agent Security) serves as the core for OWASP and CSA Red teaming work☆115Updated last month
- A guide to LLM hacking: fundamentals, prompt injection, offense, and defense☆159Updated 2 years ago
- TAP: An automated jailbreaking method for black-box LLMs☆174Updated 7 months ago
- A benchmark for evaluating the robustness of LLMs and defenses to indirect prompt injection attacks.☆71Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆155Updated 6 months ago
- Risks and targets for assessing LLMs & LLM vulnerabilities☆30Updated last year