Autonomous AI Cybersecurity for Satellites

23/12/2025

NOAH Nexus Orbital Core (NNOC)

NNOC — Orbital Cybersecurity Architecture
NNOC SYSLOG
Autonomous · AI-Native · Orbital-Grade

Noah Nexus Orbital Core Space Cybersecurity Architecture · NNOC

NNOC is an autonomous, AI-native space cybersecurity architecture engineered to protect satellites and orbital infrastructures against cyber, RF, and post-quantum threats — enabling satellites to detect, defend, and recover independently, without waiting for ground intervention.

<50ms
Threat Response
14
Satellites Active
99.8%
Uptime
Scroll to Explore
Orbital Defense
<50ms
↓ 48× faster than ground
Satellites Protected
14
↑ Constellation active
PQC Standard
FIPS 203/204
Kyber-1024 · Dilithium-3
Threats Detected
0
Real-time monitoring
Network Uptime
99.8%
↑ Last 30 days
Architecture / AI-Native Defense

GROUND CANNOT
REACT IN
MILLISECONDS.

As satellite constellations scale to thousands of assets, traditional ground-centric security cannot react in milliseconds to sophisticated attacks. The signal round-trip takes longer than the attack itself.

NNOC shifts defense into orbit — enabling satellites to detect anomalies, defend critical payloads, and recover mission operations independently. No ground loop. No latency. No single point of failure.

Every node is a sovereign defensive unit. Every constellation is a coordinated immune system operating continuously above the atmosphere.

// Traditional Ground-Centric
Detect
Attack Occurs
Uplink
Signal to GS
Command
+600ms Delay
Latency: 600–2400ms ✗
// NNOC Orbital-Autonomous
Detect
TinyML Scan
Analyze
On-Orbit AI
Respond
Countermeasure
Latency: <50ms ✓
Performance Delta — Live
NNOC
<50ms
Ground
2400ms
48× faster response time
Core Capabilities
I
01 / Autonomous Threat Detection
On-Orbit AI
Detection
On-orbit AI models continuously monitor telemetry, RF spectra, and network behavior to identify cyber, jamming, and spoofing attempts within milliseconds — no ground required.
  • Telemetry anomaly detection
  • RF spectrum analysis real-time
  • Network behavior baselining
  • Constellation-wide learning
<50ms
Detection to countermeasure
II
02 / In-Orbit Active Defense
🛡️
Policy-Driven
Response
Policy-driven response engines isolate compromised nodes, re-route traffic, and harden critical services without waiting for ground commands. Operator-defined rules. Machine-speed execution.
  • Node isolation — Zero Trust
  • Traffic re-routing
  • Waveform adaptation
  • Graceful degradation
N-3
Node failure tolerance
III
03 / Post-Quantum Resilience
🔐
Quantum-Safe
Cryptography
Cryptographic agility and quantum-safe key management protect command, control, and data links against emerging post-quantum adversaries — today and in the quantum era.
  • NIST FIPS 203/204 — Kyber-1024
  • Automatic 4-hour key rotation
  • Algorithm switchable on-orbit
  • Anti harvest-now-decrypt-later
FIPS 203
NIST Post-Quantum Standard
Self-Healing Constellations

CONSTELLATIONS
THAT LEARN,
COORDINATE,
SURVIVE.

NNOC introduces self-healing constellations that continuously learn from attacks, coordinate defenses across the network, and maintain service continuity even under jamming, spoofing, or cyber compromise.

1
Detect
TinyML models identify threat signature on-orbit in milliseconds. Zero uplink dependency.
2
Coordinate
Threat intelligence broadcast across constellation mesh. All nodes update posture simultaneously.
3
Defend
Countermeasures deployed autonomously. Compromised nodes isolated under Zero Trust protocol.
4
Recover
Mesh reconfigures. Mission operations resume. Attack signature added to shared threat library.
Capability Deep-Dive
01 / Autonomous Threat Detection

On-Orbit AI Models — Real-Time Vigilance

NNOC deploys on-orbit AI models that continuously monitor telemetry, RF spectra, and network behavior to identify threats within milliseconds — without relying on ground-loop latency.

  • Telemetry anomaly detection across all subsystems
  • RF spectrum analysis — jamming, interference, spoofing
  • Network behavior baselining and deviation flagging
  • Sub-50ms detection-to-action pipeline
Response: <50ms · No Ground Required
02 / In-Orbit Active Defense

Policy-Driven Response — Autonomous Action

Policy-driven response engines isolate compromised nodes, re-route traffic, and harden critical services without waiting for ground commands. All actions are governed by operator-defined policies and validated safety constraints.

  • Node isolation under Zero Trust protocol
  • Traffic re-routing — mission continuity
  • Waveform adaptation & channel switching
  • Graceful degradation of non-critical services
Operator Policies · Safety Validated
03 / Post-Quantum Resilience

Cryptographic Agility — Quantum-Safe Links

Cryptographic agility and quantum-safe key management protect command, control, and data links against emerging post-quantum adversaries — designed for today's threats and tomorrow's quantum computers.

  • NIST FIPS 203/204 — Kyber-1024 & Dilithium-3
  • Quantum-safe key management for all C2 links
  • Automatic key rotation — 4-hour minimum cycle
  • Defeats "harvest now, decrypt later" attacks
FIPS 203/204 · Kyber-1024 · Dilithium-3
RF & Navigation Defense

THE RF
ENVIRON­MENT
IS A BATTLE­FIELD.

NNOC continuously analyzes RF environments and navigation signals to detect anomalies such as jamming, spoofing, or interference. When threats are detected, it can adapt waveforms, switch channels, adjust routing, or degrade gracefully while preserving critical services.

All responses are governed by operator-defined policies and validated safety constraints.

Response 01
Waveform Adaptation
Reshape transmission parameters to defeat jamming patterns autonomously.
Response 02
Channel Switching
Hop to clean frequency bands when interference is detected on primary links.
Response 03
Route Adjustment
Re-path data flows through uncompromised nodes when ISL links are disrupted.
Response 04
Graceful Degradation
Preserve mission-critical services even under sustained RF attack conditions.
RF Spectrum Monitor — Live Simulation
Operator Policy Engine
All autonomous responses are governed by operator-defined rules and validated safety constraints. No autonomous action may violate mission-critical service boundaries. Policy updates can be pushed from ground and take effect on the next orbit pass.
Threat Coverage Matrix

CONTESTED
ORBITS.
VERIFIED
PROTECTION.

Designed for commercial, governmental, and defense operators who need verifiable, adaptive protection in increasingly contested orbital environments.

NNOC covers the full spectrum of modern space threats with autonomous countermeasures deployed in orbit.

📡
RF Jamming
Ku / Ka / L-Band Disruption
Critical
🎯
GNSS Spoofing
Position / Navigation Falsification
Critical
⚛️
Post-Quantum Attack
Cryptographic Key Compromise
High
💻
Command Injection
Unauthorized C2 Manipulation
High
🔍
Side-Channel Exploit
Power / Timing Analysis
Medium
🌐
Supply Chain Compromise
Firmware / Hardware Backdoor
Medium
Modular Integration

NEW MISSIONS.
EXISTING FLEETS.
BOTH.

NNOC is designed as a modular architecture that can be integrated into new missions or retrofitted where compute and power budgets allow. It interfaces through standard protocols, minimizing disruption to existing flight software and operations.

Onboard Computer Interface
Standard Protocol
Radio & Transceiver Integration
RF Monitor Layer
Flight Software Compatibility
Zero Disruption
Ground System Interface
Standard Protocols
TinyML Inference Engine
Embedded / Low Power
PQC Cryptographic Module
HW or SW
Integration Modes
Mode 01 — New Mission
Full Integration
Full NNOC integration from design phase. Optimal compute and power allocation. Native PQC hardware module included.
Mode 02 — Retrofit
Software Deployment
Software-only deployment on existing compute. TinyML models sized to available resources. Standard protocol adapters.
Mode 03 — Hybrid
Partial Upgrade
Partial hardware upgrade on existing bus. Core AI modules added. PQC via software with hardware acceleration option.
Mode 04 — Ground Only
Policy Engine
Policy engine and monitoring deployed ground-side. Satellites updated over existing uplink with NNOC defense rules.
Designed For
C
Commercial Operators
LEO Constellations & Commercial Satellites
Scale security across hundreds of satellites without scaling ground security teams. Autonomous protection that grows with your constellation.
  • Per-satellite autonomous defense
  • Constellation-wide threat coordination
  • Cost-optimized security operations
  • Scalable to 1,000+ assets
G
Governmental Agencies
Institutional & Sovereign Space Programs
Verifiable, certifiable protection aligned with national security requirements. Full audit trails and sovereign control over orbital cybersecurity posture.
  • NIST FIPS 203/204 compliance
  • European digital sovereignty
  • Full verification & audit logging
  • Integration with national frameworks
D
Defense Operators
Military & Dual-Use Space Assets
Mission-critical protection for contested environments. Self-healing architecture ensures operational continuity under sophisticated multi-vector attacks.
  • Anti-jamming RF countermeasures
  • Mission continuity under attack
  • Multi-vector simultaneous defense
  • N-3 node failure tolerance
Leadership & Collaboration

BUILT BY
EXPERTS.
VALIDATED
IN ORBIT.

NNOC is led by Noah Kouadri Khazar, bringing together expertise in AI, cybersecurity, and space systems engineering. The initiative collaborates with industry partners, operators, and research institutions to validate and harden the architecture in realistic orbital scenarios.

NK
Noah Kouadri Khazar
Founder — Noah Nexus · NNOC
Leading the development of NNOC's autonomous orbital cybersecurity architecture, Noah Kouadri Khazar brings a multidisciplinary background spanning artificial intelligence, applied cybersecurity, and space systems engineering. His work focuses on the intersection of embedded AI, cryptographic resilience, and mission-critical infrastructure protection in contested orbital environments.
AI / TinyML
Cybersecurity
Space Systems
PQC
Zero Trust
RF Defense
Industry
Satellite Operators
Research
Academic Partners
Standards
NIST / ESA Aligned
Validation
LEO Orbital Scenarios
Event 2026
Pitch & Connect Brussels
Lab
Quantum Tech Lab
NNOC

SATELLITES
THAT
FIGHT
BACK.

Led by founder Noah Kouadri Khazar, NNOC introduces a new paradigm for resilient space systems — self-healing constellations that continuously learn from attacks, coordinate defenses across the network, and maintain service continuity even under the most contested conditions. Designed for commercial, governmental, and defense operators who need verifiable, adaptive protection in increasingly contested orbits.

Noah's Ark Quantum Tech Lab · 2025
Pitch & Connect Brussels · 13 Feb 2026
Comète Louise, Place Stéphanie 20
NNOC
Noah Nexus Orbital Core
contact@noahsark.tech
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