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GitHub - conchaestradamiguelangel-droid/aegis: Sistema Autónomo de Ciberdefensa Post-Cuántica
conchaestrad · 2026-06-11 · via Hacker News: Show HN

AEGIS — Autonomous Post-Quantum Cyber-Defense System

License: GPL v3 CI Python 3.12+ Live Paper

AEGIS is an autonomous, nine-layer post-quantum cyber-defense system deployed in production. It protects network services against modern and quantum-era threats using NIST-standardized post-quantum cryptography, without human intervention.

"We do not wait for Q-Day. We defend against it today."


Why AEGIS

The cryptographic infrastructure of the internet (RSA, ECC, Diffie-Hellman) is mathematically broken by quantum computers running Shor's algorithm. The Q-Day, estimated 2030-2033, is not a theory: it is an active geopolitical race between the US, China, and the EU.

AEGIS implements the NIST post-quantum standards (FIPS 203, 204, 205) in a fully autonomous defense stack that adapts, detects, isolates, and learns without requiring a security team.


Architecture: Nine Defensive Layers

Incoming traffic
       |
  [C0]   Crypto Foundation   -- ML-KEM-1024, ML-DSA-87, SPHINCS+
  [C0.5] Shield              -- Decoy ports, disuasion layer
  [C1]   Digital Twin        -- Immutable forensic chain, signed jump log
  [C2]   Minefield           -- Honeypots, canary tokens
  [C3]   Detector            -- Anomaly detection (fire-and-forget)
         | threat detected
  [C4]   Lockdown            -- Atomic isolation, session sealing
  [C5]   AMTD                -- Adaptive Moving Target Defense
  [C6]   Bubble              -- Attacker containment, interaction recording
  [C7]   Forensic            -- Automated post-incident analysis
  [C8]   Learning            -- Collective intelligence, pattern update
       |
  Protected service (proxy :8080 -> :8000)

Threat flow: Detection (C3) -> Atomic lockdown (C4) -> Twin jump (C1) -> Forensic (C7) -> Learning (C8)


Post-Quantum Cryptography

Algorithm Standard Role
ML-KEM-1024 NIST FIPS 203 Key encapsulation (Kyber)
ML-DSA-87 NIST FIPS 204 Digital signatures
SPHINCS+ NIST FIPS 205 Hash-based signatures

Key Properties

  • 100% defensive -- no active reconnaissance, no counterattacks
  • Single process -- pure Python asyncio, no threading, no microservices
  • Stateless restart -- clean systemd restart with no undesired persistent state
  • Minimal surface -- status API bound to 127.0.0.1 only, never 0.0.0.0
  • Immutable forensics -- digital twin jumps are signed and immutable after registration

Evaluation Results

Metric Result
Unit tests 611 passing (100%)
Red team scenarios 946 / 1,000 (94.6%)
Security breaches 0
Known limit (E1) Latency >50% at >250 RPS sustained

The 54 E1 failures are latency degradation under extreme load, not security failures. Detection remains functional at any load. This is a documented architectural limit of a single Python async process on a general-purpose VPS.


Live Demo


Quick Start

Requirements

python3.12+
pip install -r requirements.txt

Run

# Protect a local service on port 8000
python main.py --daemon --mace --mace-port 8080 --mace-target http://localhost:8000

# With Telegram alerts
AEGIS_TG_TOKEN=your_bot_token AEGIS_TG_CHAT=your_chat_id \
python main.py --daemon --mace

Environment Variables

Variable Description Required
AEGIS_TG_TOKEN Telegram bot token No
AEGIS_TG_CHAT Telegram chat ID No
AEGIS_ENLIL_TOKEN ENLIL orchestrator token No
AEGIS_INCIDENTS_DIR Path to incident reports No

systemd (production)

[Service]
WorkingDirectory=/path/to/aegis
Environment="AEGIS_TG_TOKEN=your_token"
Environment="AEGIS_TG_CHAT=your_chat_id"
ExecStart=/usr/bin/python3 main.py --daemon --mace --mace-port 8080 --mace-target http://localhost:8000
Restart=always
RestartSec=5

Run Tests

pytest tests/test_suite.py -v

611 tests covering all nine layers, forensic chain integrity, cryptographic primitives, and lockdown mechanics.


Intellectual Property

Registered with the Spanish Intellectual Property Registry.

  • Expediente: 8NT20260502456 (admitted 27 April 2026)
  • Author: Miguel Angel Concha Estrada
  • Name: AEGIS -- Sistema Autonomo de Ciberdefensa Post-Cuantica

GPL v3: free to use, study, modify, and distribute. Derivative works must remain open source under the same license.


Contact


Contributing

AEGIS is open to contributions. Priority areas:

  • New detection vectors for C3 (Detector layer)
  • Additional honeypot types for C2 (Minefield)
  • Adapters for different deployment environments
  • Performance improvements for the E1 known limit
  • Translations and documentation

Two architectural constraints are non-negotiable: fire-and-forget on C3 (never block the proxy path), and immutability on C1 (twin jumps are forensic evidence).


Companion Project: ENLIL

AEGIS detects threats. ENLIL decides what to do about them.

ENLIL is an open source multi-model AI council: 9 specialized models deliberate in parallel on any query and emit a cryptographically signed Decree (ML-DSA-87). When AEGIS detects a high-severity incident, ENLIL provides the strategic judgment — documented, signed, auditable.

  • Self-hosted, BYOK (bring your own OpenRouter API key)
  • GPL v3 — same license as AEGIS
  • Live demo: https://enlil-council.com