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 SENTINEL - AI Security Platform

SENTINEL - AI Security Platform

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

Brain Shield Strike LOC

CI PyPI RLM Downloads License Academy


[!IMPORTANT]

Open to Work - AI Security Engineer

Solo author of this 116K LOC platform with 49 Rust Super-Engines + Micro-Model Swarm. Available remote. chg@live.ru * @DmLabincev


🎓 AI Security Academy

From Antivirus to AI Security

🇺🇸 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


🏗️ 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

Platform Components

BRAIN SHIELD STRIKE
FRAMEWORK RLM-Toolkit IMMUNE

🚀 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

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

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

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/)

📚 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


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


Contributing

We welcome contributions! See CONTRIBUTING.md.


Contact

Channel Link
Email chg@live.ru
Telegram @DmLabincev
GitHub DmitrL-dev

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

Metadata

Release files for sentinel-llm-security 5.0.0

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Source distribution for sentinel-llm-security 5.0.0
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Table of built distributions (wheels) for sentinel-llm-security 5.0.0
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sentinel_llm_security-5.0.0-py3-none-any.whl Python 3 none any Details

Total release size: 431.1 kB

Release files / sentinel_llm_security-5.0.0.tar.gz

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Size 73.0 kB
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5.0.0 This release

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1.0.0

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