sentinel-llm-security 5.0.0

SENTINEL — AI Security Platform. 49 Rust Engines + Micro-Model Swarm. Defense, Offense, Framework.

SENTINEL - AI Security Platform

Defense + Offense + Framework - Complete AI Security Suite
Dragon v5.0 * February 2026

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[!IMPORTANT]

Open to Work - AI Security Engineer

Solo author of this 116K LOC platform with 49 Rust Super-Engines + Micro-Model Swarm. Available remote. [e-mail] * @DmLabincev

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🎓 AI Security Academy

🇺🇸 Remember when no one believed in viruses?

In 1995, "computer virus" sounded like science fiction.
In 2000, like sysadmin paranoia.
In 2010, antivirus was standard. Like a lock on your door.

AI Security today is antivirus in 1998.

Prompt injection, jailbreaks, data extraction — not theory. Already working. On your projects too.

The only question is when you'll learn about it: before an incident, or after.

I want to...	Start here
Understand AI threats	OWASP LLM Top 10
Learn attack techniques	Attack Vectors
Protect my AI project	Defense Strategies
Practice in labs	Red Team ・ Blue Team

📚 Full Curriculum → • 159 lessons • 8 labs

🇷🇺 Помнишь, как никто не верил в вирусы?

В 1995 году "компьютерный вирус" звучал как научная фантастика.
В 2000 — как паранойя сисадминов.
В 2010 — антивирус стоял у всех. Как замок на двери.

AI Security сегодня — это антивирус в 1998 году.

Prompt injection, jailbreaks, извлечение данных — не теория. Уже работает. На твоих проектах тоже.

Вопрос только в том, когда ты об этом узнаешь: до инцидента или после.

Хочу...	Начать здесь
Понять угрозы AI	OWASP LLM Top 10
Изучить техники атак	Векторы атак
Защитить свой AI проект	Стратегии защиты
Практика в лабах	Red Team ・ Blue Team

📚 Полный курс → • 159 уроков • 8 лабораторных

🔒 Security · 🏗️ Architecture · 📋 Changelog

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🏗️ Platform Architecture

graph TB
    subgraph DEFENSE["🛡️ DEFENSE"]
        BRAIN["🧠 BRAIN<br/>49 Rust Engines via PyO3"]
        SWARM["🐝 MICRO-SWARM<br/>ML Presets · F1=0.997"]
        SHIELD["🛡️ SHIELD<br/>< 1ms latency"]
        IMMUNE["🔬 IMMUNE<br/>EDR/XDR/MDR"]
    end
    
    subgraph OFFENSE["⚔️ OFFENSE"]
        STRIKE["💥 STRIKE<br/>39K+ payloads (Go)"]
    end
    
    subgraph DEV["🛠️ DEVELOPMENT"]
        FRAMEWORK["📦 FRAMEWORK<br/>Python SDK"]
        RLM["🔮 RLM-Toolkit<br/>Memory Bridge v2.1"]
    end
    
    INPUT(["📥 User Input"]) --> BRAIN
    INPUT --> SWARM
    BRAIN --> SHIELD
    SWARM --> SHIELD
    SHIELD --> LLM(["🤖 LLM"])
    LLM --> BRAIN
    STRIKE -.->|tests| BRAIN
    FRAMEWORK --> BRAIN
    RLM --> FRAMEWORK
    
    style BRAIN fill:#4CAF50,color:#fff
    style SWARM fill:#8BC34A,color:#fff
    style SHIELD fill:#00ADD8,color:#fff
    style STRIKE fill:#f44336,color:#fff
    style RLM fill:#9C27B0,color:#fff

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Platform Components

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🚀 Quick Start / Быстрый старт

pip Install (Fastest / Самый быстрый)

pip install sentinel-llm-security

from sentinel import scan
result = scan("Ignore previous instructions")
print(result.is_safe)  # False

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One-Click Install / Установка одной командой

# Linux/macOS - Full Stack (Docker)
curl -sSL https://raw.githubusercontent.com/DmitrL-dev/AISecurity/main/sentinel-community/install.sh | bash

# Linux/macOS - Python Only (no Docker)
curl -sSL https://raw.githubusercontent.com/DmitrL-dev/AISecurity/main/sentinel-community/install.sh | bash -s -- --lite

# Windows PowerShell
irm https://raw.githubusercontent.com/DmitrL-dev/AISecurity/main/sentinel-community/install.ps1 | iex

Installation Modes / Режимы установки

Mode	Command	Description
Lite	--lite / -Lite	Python only, pip install, 30 seconds
Full	--full / -Full	Docker stack, all services
IMMUNE	--immune	EDR for DragonFlyBSD/FreeBSD
Dev	--dev / -Dev	Development environment

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RLM-Toolkit

pip install rlm-toolkit

From Source / Из исходников

git clone https://github.com/DmitrL-dev/AISecurity.git
cd AISecurity/sentinel-community

# Build Rust engines
cd sentinel-core && pip install maturin
maturin develop --release && cd ..

pip install -e ".[dev]"

Docker (Production)

curl -sSL https://raw.githubusercontent.com/DmitrL-dev/AISecurity/main/install.sh | bash

pip Options

pip install sentinel-llm-security           # Core
pip install sentinel-llm-security[cli]      # + CLI
pip install sentinel-llm-security[full]     # Everything
pip install sentinel-llm-security[strike]   # Red Team tools

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Free Threat Signatures CDN

SENTINEL provides free, auto-updated threat signatures for the community. No API key required!

File	Description	CDN Link
jailbreaks.json	Jailbreak patterns from 7 sources	Download
keywords.json	Suspicious keyword sets (7 categories)	Download
pii.json	PII & secrets detection patterns	Download
manifest.json	Version & integrity metadata	Download

Usage:

fetch('https://cdn.jsdelivr.net/gh/DmitrL-dev/AISecurity@latest/signatures/jailbreaks.json')
  .then(r => r.json())
  .then(patterns => console.log(`Loaded ${patterns.length} patterns`));

Features:

• Updated daily via GitHub Actions
• Free for commercial & non-commercial use
• Community contributions welcome (PRs to signatures/)

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📚 Click any card above to view component documentation.

SuperClaudeShield - AI Coding Assistant Protection

Security wrapper for AI coding assistants and IDE extensions.

Supported Platforms

Framework	IDE	Status
SuperClaude	Claude Code
SuperGemini	Gemini Code
SuperQwen	Qwen
SuperCodex	Codex
Cursor	VS Code fork
Windsurf	Codeium IDE
Continue	Extension
Cody	Sourcegraph

Quick Start

pip install -e ./superclaudeshield

from superclaudeshield import Shield, ShieldMode

shield = Shield(mode=ShieldMode.STRICT)
result = shield.validate_command("/research", {"query": "AI news"})

Protection

Threat	Detection
Command Injection	Shell, path traversal
Prompt Injection	Policy puppetry
Agent Hijacking	STAC detection
MCP Abuse	SSRF, 8 servers

SuperClaude Shield Docs | Tests: 27/27

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Statistics & Links

Metric	Value
Brain Engines	49 Rust Super-Engines (<1ms each)
Micro-Model Swarm	5 presets · F1=0.997
Shield LOC	36,000+
Shield Tests	103/103
Strike Payloads	39,000+ (Go)
Total LOC	116,000+
OWASP LLM Top 10	10/10
OWASP Agentic AI	10/10

📋 Full Changelog | 📖 Engine Reference | 🐝 Micro-Swarm

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Contributing

We welcome contributions! See CONTRIBUTING.md.

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Contact

Channel	Link
Email	[e-mail]
Telegram	@DmLabincev
GitHub	DmitrL-dev

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SENTINEL - Protect your AI. Attack with confidence.
Made with by DmitrL