Cyphron Solutions LLC — Autonomous Cybersecurity & AI

NOTHING GETS PAST US.

We build autonomous machine learning systems that detect, analyze, and respond to cyber threats across space and ground networks — without human intervention.

94.7% Threat Confidence

100% Top Stream Accuracy

● LIVE System Status

4 HRS Time to Protect

0 PQC Failures

ABOUT CYPHRON

// WHO WE ARE

Cyphron Solutions LLC is a Delaware-based autonomous cybersecurity and AI company. We develop machine learning-driven intrusion detection and prevention systems that operate without human intervention — continuously detecting, analyzing, and neutralizing threats.

Our technology simultaneously fuses multiple ML streams across any combination of sensor data — from spacecraft telemetry to enterprise network traffic — into a single autonomous threat decision. This cross-domain fusion capability is not found in any known commercial system.

We serve U.S. Space Force, Department of Defense, and commercial enterprises of all sizes. Whether you operate satellites, ground networks, cloud infrastructure, or all of the above — our systems adapt to your environment and protect what matters most.

01
Multi-Stream ML FusionMultiple simultaneous ML streams fused into a single autonomous threat decision with confidence scoring
02
Post-Quantum EncryptionNIST-approved quantum-resistant cryptography available to protect all threat intelligence in transit
03
Autonomous Rule GenerationNew detection rules generated and deployed at regular intervals — no cloud, no human, no delay
04
Continuous LearningModels designed for continuous learning on live data with accuracy-gated deployment — always getting smarter
05
MITRE ATT&CK NativeDetections mapped to MITRE ATT&CK technique, tactic, and severity — SOC and DoD ready out of the box

OUR SERVICES

// WHAT WE OFFER

SVC_001 // DETECTION

AUTONOMOUS IDPS

End-to-end autonomous intrusion detection and prevention deployed on your network — detecting, alerting, and responding without operator input, 24/7.

NETWORK SECURITY24/7 AUTONOMOUSZERO OPERATORS

SVC_002 // INTELLIGENCE

ML THREAT FUSION

Multi-stream machine learning fusion across network traffic, DNS, and TLS simultaneously — single autonomous threat decision with MITRE ATT&CK mapping available.

REAL-TIMEMULTI-STREAMMITRE ATT&CK

SVC_003 // ENCRYPTION

POST-QUANTUM SECURITY

Consulting and integration support for NIST-approved post-quantum cryptographic algorithms. We help organizations assess, plan, and implement quantum-resistant key exchange, digital signatures, and encrypted communications pipelines.

ML-KEM-768ML-DSA-65NIST APPROVED

SVC_004 // RESEARCH

SBIR R&D CONTRACTS

Phase I and Phase II SBIR/STTR research and development across U.S. federal agencies including DoD, USSF, DHS, DARPA, and beyond. We translate operational cyber defense challenges into funded technology solutions.

DODUSSFDHSDARPA

SVC_005 // DEPLOYMENT

RAPID DEPLOYMENT

Rapid deployment on Linux-native systems with Windows compatibility via Docker. Designed for both on-premise and cloud environments — operational faster than any comparable enterprise solution. Air-gapped capable for classified environments.

LINUX · WINDOWSCLOUD · ON-PREMISECLASSIFIED ENV

SVC_006 // CONSULTING

CYBER ADVISORY

Strategic cybersecurity consulting for organizations of all sizes — from commercial enterprises modernizing their network defenses to government agencies operating in the space domain. Architecture design, threat modeling, and ML-driven defense roadmaps tailored to your environment.

SPACE DOMAINARCHITECTURETHREAT MODELING

THE TECHNOLOGY

// CORE CAPABILITIES

CAP_001 // SPACE DOMAIN

SPACECRAFT TELEMETRY

Simultaneous analysis of spacecraft ADCS and satellite platform data. Detects anomalies invisible to ground-only systems.

SCAD

100%

OPSSAT

97.2%

CAP_002 // CYBER DOMAIN

NETWORK ANALYSIS

Real-time network traffic analysis across any environment. TLS fingerprinting detects advanced C2 frameworks and known threat actor toolkits. DNS entropy analysis for DGA and tunneling detection.

NETWORK

98.8%

TRAFFIC

90.0%

CAP_003 // ENCRYPTION

QUANTUM-READY CRYPTO

Post-quantum cryptographic transport layer available for integration into any defense pipeline. NIST FIPS 203/204 compliant. Quantum-resistant by design.

KEY ENC ML-KEM-768

SIGNATURE ML-DSA-65

SYMMETRIC AES-256-GCM

CAP_004 // INTELLIGENCE

MITRE ATT&CK

Detections mapped to MITRE ATT&CK technique, tactic, and severity in real time. Native SOC and DoD language from day one. No manual tagging required.

TA0043 Reconnaissance

TA0011 Command & Control

TA0010 Exfiltration

CAP_005 // AUTONOMY

ZERO OPERATORS

Fully autonomous services operating continuously. Detection rules generated and deployed at regular intervals. Models designed for continuous learning on live data. No cloud. No human. Air-gapped capable.

● Packet capture & IDS

● ML fusion engine

● Autonomous rule generation engine

CAP_006 // DEPLOYMENT

RAPID DEPLOYMENT

Linux-native with Windows compatibility via Docker. Designed for on-premise and cloud environments. Air-gapped capable for classified environments. Operational faster than any comparable enterprise solution.

AIRGAP CAPABLE

CONTAINER DOCKER

VS COMM 4 HRS vs WEEKS

THE TEAM

// OPERATORS

[ FOUNDER ]

JUAN DE LA GARZA

Co-Founder · CTO

Inventor of the core ML fusion architecture. Built autonomous IDPS for USSF HQ/S6. MSU Denver Computer Security.

[ PI ]

ALINE JOUAIDI

Principal Investigator

ML researcher and contributor to the USSF HQ/S6 autonomous cyber defense project. Leads scientific direction and government proposal oversight.

[ DATA ]

JOON YOUNG DOH

Lead Data Scientist

Data scientist and contributor to the USSF HQ/S6 autonomous cyber defense project. Dataset development, ML model training, and data pipeline engineering.

[ OPS ]

STEVEN GRAY

Chief Operating Officer

Business operations, financial management, and external partnerships. Cybersecurity degree candidate at CU Denver.

MAKE CONTACT

// GET IN TOUCH

Whether you're a government agency, defense contractor, or commercial enterprise — if you need autonomous cyber defense that never sleeps, we want to hear from you.

EMAILinfo@cyphron.solutions

PHONE(720) 965-3543

LOCATIONColorado, United States

DEMOdashboard.cerberus-s6.us

ENTITYDelaware LLC · File No. 10612535

NAICS541512 — Computer Systems Design

SAM.GOVRegistration Pending

FORMEDMay 6, 2026