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Ash ClementsPalo Alto Networks · PCNSE
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Security Tooling

Production tools built at the intersection of AI security, cloud, and enterprise network security.

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AI Runtime Security Research Platform

Multi-agent LLM security framework demonstrating cross-service attack detection and runtime monitoring — the architectural pattern behind Palo Alto Networks' AIRS offering.

AI SecurityFastAPIAIRSRed Team
5 microservices · real attack chains · audit logging
LLM Vulnerability Assessment Scanner

Automated scanner testing AI endpoints against the full OWASP LLM Top 10. Semantic detection catches paraphrased attacks that bypass pattern matching — 35+ payloads, production-ready.

OWASP LLM Top 10Semantic DetectionPython
35+ payloads · semantic ML detection · SSE streaming
Cloud Security Posture Scanner

Multi-cloud misconfiguration scanner mapping findings to CIS Benchmarks with executive PDF reporting. Covers AWS, Azure, and GCP in a single read-only scan.

Cloud SecurityAWSAzureGCPCIS Benchmarks
3 cloud providers · CIS aligned · PDF reports
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