Designed & Engineered by Junist Aurelien
Security Automation Engineering Project – February 2026
Vulnator is a risk-driven vulnerability automation engine architected and engineered by Junist Aurelien (February 2026) to simulate enterprise-scale vulnerability prioritization workflows.
It transforms raw scan exports into:
- Risk-enriched findings
- Context-aware prioritization
- Structured remediation guidance
- SLA-aligned ticketing content
- Executive-ready reporting artifacts
This project models how modern security teams integrate AI-assisted logic into vulnerability management processes while maintaining governance and audit readiness.
Traditional vulnerability scans produce thousands of findings with limited operational context.
Security teams often struggle with:
- CVSS-only prioritization
- Lack of business impact context
- No exploitability filtering
- Manual remediation drafting
- Inconsistent SLA assignment
- Slow executive reporting
Vulnator addresses these gaps through structured automation and contextual risk logic.
Vulnator applies deterministic intelligence to simulate agentic reasoning:
✔ Enhances CVSS with weighted risk scoring
✔ Evaluates exploit availability
✔ Detects internet-facing assets
✔ Incorporates business sensitivity
✔ Assigns dynamic priority levels (P1–P4)
✔ Maps SLA timelines
✔ Generates structured change-ready output
This bridges:
AI-assisted reasoning → Security governance → Operational execution
Scan Export (Simulated CSV – February 2026)
→ Vulnator Parser
→ Risk Scoring Engine
→ Contextual Validation Logic
→ Prioritized Output Generator
→ Executive Summary Reporting
Core Stack
- PowerShell automation
- Structured risk scoring model
- JSON-based configuration engine
- CSV ingest pipeline
- Markdown executive reporting
Security Concepts Implemented
- Risk-Based Vulnerability Management (RBVM)
- SLA governance enforcement
- Exploit intelligence prioritization
- Internet exposure classification
- Business impact modeling
- Executive security reporting
Vulnator generates:
• prioritized_vulnerabilities.csv
• executive_summary_report.txt
• Priority + SLA mapping
• Risk scoring transparency
• Structured remediation rationale
All outputs reflect simulated enterprise data dated February 2026.
Vulnator aligns with:
- NIST Risk Management Framework
- CIS Benchmarks
- MITRE ATT&CK prioritization logic
- Security Operations maturity models
- Change Management workflows
- Audit-ready evidence capture
This automation model demonstrates how security engineering workflows can:
• Reduce remediation decision time
• Improve prioritization precision
• Eliminate CVSS-only blind spots
• Enhance vulnerability triage accuracy
• Standardize remediation documentation
• Support CISO-level reporting
• Increase vulnerability management maturity
- Vulnerability Management Analyst
- Security Operations Engineering
- Risk & GRC automation initiatives
- Security tooling development
- AI-assisted SecOps modernization
- Enterprise vulnerability lifecycle programs
Vulnator intentionally separates:
Analysis automation ✔
Execution authorization ✔
All remediation actions require human validation prior to change execution, aligning with enterprise security governance standards.
2026 Junist Aurelien | Security Automation & Vulnerability Engineering