llm-security - 技术专题深度解读

Here are 410 public repositories matching this topic...

pathwaycom / llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

machine-learning real-time chatbot pathway open-ai rag vector-database hugging-face llm llmops vector-index llm-prompting llm-security llm-local retrieval-augmented-generation

Updated Jan 7, 2026
Jupyter Notebook

NVIDIA / garak

Star

the LLM vulnerability scanner

ai vulnerability-assessment security-scanners llm-security llm-evaluation

Updated Feb 19, 2026
HTML

NVIDIA-NeMo / Guardrails

Star

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

python nvidia safety agents guardrails llms generative-ai llm-security llm-safety

Updated Feb 22, 2026
Python

Giskard-AI / giskard-oss

Sponsor

Star

🐢 Open-Source Evaluation & Testing library for LLM Agents

ai-security mlops fairness-ai responsible-ai ml-validation red-team-tools trustworthy-ai ml-testing llm ai-red-team ai-testing llmops llm-security llm-eval llm-evaluation rag-evaluation agent-evaluation

Updated Feb 20, 2026
Python

verazuo / jailbreak_llms

Star

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

jailbreak prompt jailbreaking llm chatgpt large-language-model llm-security

Updated Dec 24, 2024
Jupyter Notebook

Tencent / AI-Infra-Guard

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A.I.G (AI-Infra-Guard) is a full-stack AI Red Teaming platform developed by Tencent Zhuque Lab that secures your AI ecosystem from infrastructure to agents.

agent security benchmark ai skills mcp scanner jailbreak vulnerability-scanners security-tools red-teaming ai-infra llm llm-security agentskills agent-scan skill-scan openclaw openclaw-security

Updated Feb 11, 2026
Python

protectai / llm-guard

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The Security Toolkit for LLM Interactions

transformers security-tools adversarial-machine-learning large-language-models llm prompt-engineering chatgpt llmops prompt-injection llm-security

Updated Dec 15, 2025
Python

mariocandela / beelzebub

Sponsor

Star

A secure low code honeypot framework, leveraging AI for System Virtualization.

Updated Feb 23, 2026
Go

msoedov / agentic_security

Star

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

agent-framework ai-red-team prompt-testing llm-security llm-vulnerabilities llm-evaluation llm-fuzzing llm-evaluation-framework llm-guardrails llm-scanner llm-jailbreaks llm-fuzzer llm-fuzzer-aggregator agent-security

Updated Feb 3, 2026
Python

cyberark / FuzzyAI

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A powerful tool for automated LLM fuzzing. It is designed to help developers and security researchers identify and mitigate potential jailbreaks in their LLM APIs.

security ai jailbreak fuzzing jailbreaking llm llms ai-red-team llm-security llm-evaluation

Updated Feb 6, 2026
Jupyter Notebook

OWASP / www-project-top-10-for-large-language-model-applications

Sponsor

Star

OWASP Top 10 for Large Language Model Apps (Part of the GenAI Security Project)

ai appsec llm llm-security

Updated Feb 22, 2026
Python

splx-ai / agentic-radar

Star

A security scanner for your LLM agentic workflows

cli security ai mcp security-tools devsecops red-teaming ai-security llm generative-ai llm-security agentic-framework agentic-workflow agentic-ai mcp-server ai-red-teaming

Updated Nov 27, 2025
Python

EasyJailbreak / EasyJailbreak

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An easy-to-use Python framework to generate adversarial jailbreak prompts.

jailbreak discrete-optimization large-language-model llm-security llm-safety-benchmark jailbreak-framework

Updated Mar 27, 2025
Python

chawins / llm-sp

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Papers and resources related to the security and privacy of LLMs 🤖

security privacy awesome-list adversarial-machine-learning llm llm-security llm-privacy

Updated Jun 8, 2025
Python

deadbits / vigil-llm

Star

⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

security-tools adversarial-machine-learning adversarial-attacks yara-scanner large-language-models llmops prompt-injection llm-security

Updated Jan 31, 2024
Python

liu00222 / Open-Prompt-Injection

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This repository provides a benchmark for prompt injection attacks and defenses in LLMs

security-and-privacy llm llms prompt-injection llm-security prompt-injection-tool

Updated Oct 29, 2025
Python

TrustAI-laboratory / Learn-Prompt-Hacking

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This is The most comprehensive prompt hacking course available, which record our progress on a prompt engineering and prompt hacking course.

jailbreak security-ctf turorial llm prompt-engineering prompt-injection llm-security llm-tutorials llm-learning prompt-hack

Updated Apr 12, 2025
Jupyter Notebook

mensfeld / code-on-incus

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Run coding agents in isolated Incus containers (sandboxes) with session persistence, workspace isolation, and multi-slot support.

cli security containers sandbox opencode devtools lxc sandboxing developer-tools claude coding-assistant ai-tools anthropic llm-security llm-tools incus claude-code opencode-ai

Updated Feb 22, 2026
Python

R3DRUN3 / sploitcraft

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🏴‍☠️ Hacking Guides, Demos and Proof-of-Concepts 🥷

python windows linux docker aws cloud ai proof-of-concept hacking tutorials cybersecurity offensive-security network-security redteam container-security hacking-tutorials web-vulnerabilities llm-security

Updated Sep 4, 2025
Jupyter Notebook

sshh12 / llm_backdoor

Star

Experimental tools to backdoor large language models by re-writing their system prompts at a raw parameter level. This allows you to potentially execute offline remote code execution without running any actual code on the victim's machine or thwart LLM-based fraud/moderation systems.

backdoor-attacks llm-security qwen2-5

Updated Oct 5, 2025
Python

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