KGCS Ontology

AI‑Safe Cybersecurity Knowledge Graph

Partnership Opportunity · 2026

The Cybersecurity Knowledge Gap

200K+
Known vulnerabilities
10+
Security frameworks
$150B
Global cybersecurity market

Why AI Struggles in Cybersecurity

  • Threat intelligence fragmented across multiple standards
  • LLMs hallucinate when relationships are missing
  • Analysts manually correlate vulnerability and attack models
  • Response time slowed by fragmented intelligence

The KGCS Approach

Unified Ontology

  • CVE
  • CWE
  • CAPEC
  • MITRE ATT&CK
  • D3FEND
  • CAR

AI‑Safe Reasoning

  • Knowledge graph reasoning
  • Deterministic queries
  • Provenance tracking
  • Explainable threat intelligence

Performance Targets

<50ms
Query latency
98.5%
Reasoning accuracy
0%
Hallucinations

System Architecture

 Security Telemetry
 (SIEM · EDR · Scanners)
          │
          ▼
 ┌─────────────────┐
 │  Data Pipeline  │
 │ Normalization   │
 └─────────┬───────┘
           │
           ▼
 ┌─────────────────────────┐
 │   Cyber Knowledge Graph │
 │   MITRE Ontology Hub    │
 └─────────┬───────────────┘
           │
           ▼
 ┌─────────────────────────┐
 │ Multi‑Agent Reasoning   │
 │ AI Security Analysts    │
 └─────────┬───────────────┘
           │
           ▼
     AI‑Safe Decisions

Partnership Model

Industry Partner

  • Threat intelligence feeds
  • Security telemetry
  • Operational validation

KGCS Platform

  • Knowledge graph infrastructure
  • AI‑safe reasoning
  • Joint security products

6‑Month Roadmap

Phase 1

Foundation
  • Ontology deployment
  • Data ingestion
  • Initial validation

Phase 2

Development
  • Security use cases
  • Benchmarking
  • Workflow integration

Phase 3

Scaling
  • Production deployment
  • Optimization
  • Joint publications

Operational Impact

70%
Faster incident response
60%
Less manual correlation
50%
Fewer false positives

Investment

6‑Month Collaboration

  • $150K Foundation
  • $200K Development
  • $150K Scaling
3–5×
Expected ROI

Next Steps

  • Technical deep dive
  • Threat data assessment
  • Partnership agreement

Thank You

Transforming Cybersecurity Through AI‑Safe Knowledge Graphs