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Dmitry Labintcev
Dmitry Labintcev

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SENTINEL: The Only Production-Ready Open-Source AI Security Gateway (170 Engines)

#ai #python #opensource #security

## TL;DR

SENTINEL is the only open-source AI security platform with a production-grade Go gateway. While competitors offer Python-only demos with 50-200ms latency, we deliver:

  • ⚡ <10ms latency (Go + Python hybrid)
  • 🛡️ 170 detection engines (49 are unique research inventions)
  • 🧬 Prior art protection — no one can patent our innovations
  • 🐉 39K+ attack payloads for red teaming

GitHub logo DmitrL-dev / AISecurity

🛡️ AI Security Platform: Defense (99 engines) + Offense (39K+ payloads) | OWASP LLM Top 10 | Red Team toolkit for AI | Protect & Pentest your LLMs

🎄 SENTINEL Christmas 2025 — FULL OPEN SOURCE RELEASE 🎄

SENTINEL — AI Defense & Red Team Platform

🛡️ Defense + ⚔️ Offense — Complete AI Security Suite
170 Detection Engines • 49 R&D Inventions • 936+ Tests • Production-Grade

Defense R&D Recall Tests

Open in Colab HuggingFace Dataset

📚 Documentation Portal • 📊 Comparison • 📞 Contact • 💬 Telegram • 📧 Email

Caution

⚡ NEW: Production-Grade AI Gateway — What Others DON'T Have

Go Gateway Latency Throughput PoW

🚨 Industry First: While competitors offer Python-only demos with 50-200ms latency, SENTINEL delivers a real production gateway:

Feature SENTINEL Competitors
Gateway Language Go (Fiber) Python only
Latency <10ms 50-200ms
Anti-DDoS PoW Challenge Layer ❌ None
Cost Control Compute Guardian ❌ None
Config Security Shapeshifter (polymorphic) Static configs

This is the only open-source AI security gateway ready for production traffic.


Tip

🚀 One-Liner Deploy — NEW!

curl -sSL https://raw.githubusercontent.com/DmitrL-dev/AISecurity/main/install.sh | bash
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5 services, 170 engines, 5 minutes. See QUICKSTART.md for details.


🎯 Two Platforms, One Mission







🛡️ SENTINEL — Defense

Protect your AI in…



View on GitHub


🤔 The Problem

Current AI security solutions are either:

  • Enterprise-only (Cisco AI Defense, Robust Intelligence)
  • Python demos (50-200ms latency, no DDoS protection)
  • Incomplete (focus on one attack type)

None offer a production-ready gateway with sub-10ms latency.

💡 The Solution: SENTINEL

Production Gateway (Industry First) 

Client → [Go Gateway] → gRPC → [Python Brain] → 170 Engines
              ↓                        ↓
         PoW + Auth           Strange Math™
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Feature SENTINEL Others
Gateway Language Go (Fiber) Python only
Latency <10ms 50-200ms
Anti-DDoS PoW Layer ❌ None
Cost Control Compute Guardian ❌ None

170 Detection Engines

Category Count Highlights
Strange Math™ 20 Sheaf Theory, Hyperbolic Geometry, TDA
Bio-Intelligence™ 8 AIS, Echo State Networks, Swarm
Agentic Defense™ 15 Memory Shield, Tool Guardian, RAG
Protocol Security 5 MCP, A2A, NHI Identity
Deep Learning 9 Activation Steering, Hidden States
+ 13 more categories 113 Classic, VLM, Proactive, etc.

🧬 49 Unique Technologies (Defensive Publication)

By open-sourcing first, we created prior art that prevents patents:

Strange Math™

  • Sheaf Coherence — Multi-turn attack detection via category theory
  • Hyperbolic Geometry — Privilege escalation in Poincaré space
  • TDA Enhanced — Topological fingerprinting

Bio-Intelligence™

  • AIS (Clonal Selection) — Immune system-inspired detection
  • Swarm Defense — Distributed multi-agent protection

Agentic Defense™

  • Agent Memory Shield — Short/long-term memory protection
  • Chain-of-Thought Guardian — Reasoning chain security

Full list: 16-research-inventions.md

🐉 Strike v3.0 — AI Red Team

Test your AI before attackers do:

  • 🎯 39,000+ attack payloads
  • 🐲 HYDRA Engine — 9-headed parallel attacks
  • 🤖 AI Attack Planner — Gemini-powered strategies
  • 📊 Bilingual reports (EN/RU)

📊 By The Numbers

Metric Value
Detection Engines 170
Research Inventions 49
Unit Tests 936+
Lines of Code ~65,000
Attack Payloads 39,000+
OWASP Coverage 100% (LLM + ASI)
Recall 85.1%

🚀 Quick Start 

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

# Or with Docker
docker-compose up -d
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Try in Colab: SENTINEL Strike Demo

🎄 Christmas 2025: Full Open Source

All 170 engines. All Strange Math. All innovations.

No restrictions. No enterprise tiers. This belongs to the world.

🔗 Links

📞 Contact

Dmitry Labintsev

Open to: partnerships, sponsorship, hiring, acquisition.

If you find this useful, please ⭐ the repo!

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