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llm-security-compliance-prompt-injection

Here are 20 public repositories matching this topic...

requie / LLMSecurityGuide

A comprehensive reference for securing Large Language Models (LLMs). Covers OWASP GenAI Top-10 risks, prompt injection, adversarial attacks, real-world incidents, and practical defenses. Includes catalogs of red-teaming tools, guardrails, and mitigation strategies to help developers, researchers, and security teams deploy AI responsibly.

offensive-security ai-safety red-teaming ai-security prompt-injection llm-security llm-vulnerabilities generative-ai-security-assurance prompt-injection-llm-security ai-security-tool prompt-injection-defense llm-security-compliance-prompt-injection generative-ai-security

Updated Apr 3, 2026

ErdemOzgen / RedAiRange

A professional AI security range for red teaming, vulnerability research, defensive validation, and hands-on AI/ML security training.

red-teaming ai-security llm ai-red-team genai llm-security ai-security-tool llm-security-compliance-prompt-injection llm-security-prompt-injection-ai-safety

Updated Jul 1, 2026
Jupyter Notebook

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llmtrace

techlab-innov / llmtrace

Zero-code LLM security & observability proxy. Real-time prompt injection detection, PII scanning, and cost control for OpenAI-compatible APIs. Built in Rust.

rust security proxy openai observability ai-agents aiops ai-security mlops pii-detection chatgpt llmops prompt-injection llm-security llm-inference agentic llm-monitoring ai-infrastructure llm-security-compliance-prompt-injection

Updated Aug 9, 2026
Python

regaan / basilisk

Basilisk — Open-source AI red teaming framework with genetic prompt evolution. Automated LLM security testing for GPT-4, Claude, Grok, Gemini. OWASP LLM Top 10 coverage. 32 attack modules.

Updated Aug 9, 2026
Python

HASHIRU-AI / NAAMSE

Neural Adversarial Agent Mutation-based Security Evaluator

offensive-security adversarial-attacks red-teaming llms llm-security agentic-ai llm-security-compliance-prompt-injection generative-ai-security

Updated Apr 18, 2026
Python

0x-Professor / VeilArmor

Veil Armor is an enterprise-grade security framework for Large Language Models (LLMs) that provides multi-layered protection against prompt injections, jailbreaks, PII leakage, and sophisticated attack vectors.

jailbreak llm-security llm-guard llm-guardrails prompt-injection-llm-security model-security llm-security-compliance-prompt-injection llm-attacks veil-armor

Updated Feb 6, 2026
Python

PatronAI

giggsoinc / PatronAI

Apache 2.0 AI endpoint monitoring for shadow AI, ghost AI assets, and unmanaged LLM usage.

apache ai-security endpoint-security ai-governance llm-security agent-security shadow-ai ai-red-teaming ghost-ai shadow-ai-detector ghost-ai-studio llm-security-compliance-prompt-injection shadow-ai-detection ai-redesign endpoint-ai agent-security-s

Updated Jun 2, 2026
Python

Lukentony / AI-guardian-lab

Security middleware for AI Agents. Intercepts shell commands before execution using a multi-layer pipeline: binary allowlist, regex patterns, deterministic intent coherence mapping, and LLM semantic check as last resort.

python linux docker flask security-audit middlewares ai-safety devsecops sysadmin-tool ai-security audit-logging llm-security safe-execution llm-security-compliance-prompt-injection openclaw command-interceptor

Updated Jun 29, 2026
Python

kevinl05 / promptmenot

Detect and sanitize prompt injection attacks in Rails apps. Protects against direct injection (users hacking your LLMs via form inputs) and indirect injection (malicious prompts stored for other LLMs to scrape). ~70 detection patterns across 7 attack categories with configurable sensitivity levels. Now includes resource extraction detection pattern

security-tools injection-attacks llm-security prompt-injection-detector prompt-injection-defense llm-security-compliance-prompt-injection

Updated Feb 25, 2026
Ruby

d12o6aa / arabguard

A high-performance Python SDK for protecting LLMs against Prompt Injection attacks in Arabic, Egyptian Dialect, and Franco. Combining Rule-based and AI-driven security layers.

python cybersecurity ai-safety arabic-nlp jailbreak-detection egyptian-dialect prompt-injection llm-security llm-security-compliance-prompt-injection

Updated Mar 6, 2026
Python

Mohamed-Gomaa30 / Arabic_llm_red_teaming

Robustness and jailbreak evaluation framework for Arabic LLMs (e.g., Jais, AceGPT, ALLaM, Gemini). Evaluates cross-format safety alignment across Standard Arabic, Arabizi, and English transliteration with automated LLM judging and scalable Modal GPU execution.

llm-security-compliance-prompt-injection

Updated Mar 28, 2026
Python

Secure-Vibe

yedinrumba-eng / Secure-Vibe

Advanced configuration of toolings, skills, and markdowns for automated code review and security auditing in vibe-coded applications.

Updated Aug 2, 2026
Python

interlock677-debug / intentlock

Security and authorization control plane for AI agents.

python authorization cybersecurity policy-engine ai-agents ai-security llm-security agent-security llm-security-compliance-prompt-injection

Updated Aug 19, 2026
Python

blackshadowteamnet-netizen / AI-Security-Research

A technical research repository focusing on AI jailbreak mitigation, prompt injection vulnerabilities, and system-level security guardrails for LLMs.⁠

cybersecurity ethical-hacking security-research guardrails ai-governance prompt-injection llm-security prompt-injection-defense llm-security-compliance-prompt-injection ai-safety-research jailbreak-mitigation black-shadow-team

Updated Aug 21, 2026

Miraj-Rahman-AI / RAI-RAG

Risk-Aware Introspective RAG (RAI-RAG) is a safety-aligned RAG framework integrating introspective reasoning, risk-aware retrieval gating, and secure evidence filtering to build trustworthy, robust, and secure LLM and agentic AI systems.

trustworthy-ai safety-alignment retrieval-augmented-generation-rag agentic-ai-security llm-security-compliance-prompt-injection ai-safety-research risk-aware-ai introspective-reasoning

Updated Mar 7, 2026
Python

TharaneshA / LMNinja

Automated LLM Red Teaming

red-team red-teaming prompt-injection llm-security llm-security-compliance-prompt-injection

Updated Oct 27, 2025
Vue

blackshadowteamnet-netizen / LLM-Defense-Core

A comprehensive research framework for LLM hardening, focusing on jailbreak mitigation, adversarial robustness, and architectural guardrails.⁠

cyber-security ai-safety prompt-engineering llm-security llm-security-compliance-prompt-injection ai-safety-research jailbreak-mitigation black-shadow-team cyber-security-research

Updated Aug 21, 2026

PromptLock / promptlock-retool

Retool custom component for securing AI workflows with PromptLock (blocks prompt injection, redacts PII, enforces compliance).

llm-security-compliance-prompt-injection

Updated Dec 11, 2025
TypeScript

AliMurad0 / LLM-Security-Firewall

Semantic Prompt Injection Firewall for Large Language Models using Sentence Transformers and XGBoost

nlp machine-learning cybersecurity xgboost ai-security streamlit sentence-transformers prompt-injection llm-firewall llm-security-compliance-prompt-injection

Updated Jul 21, 2026
Jupyter Notebook

jerzy99jerzy / cve-digest

Reference implementation of a guardrailed, EPSS/KEV-driven CVE triage pipeline that threat-models its own LLM against prompt injection.

python3 cve nvd vulnerability-management security-automation threat-intelligence epss detection-engineering cisa-kev prompt-injection llm-security agentic-ai owasp-llm llm-security-compliance-prompt-injection vulnerability-management-cybersecurity

Updated Aug 16, 2026
Python

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