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Where the LLM Stops: Deterministic Scoring in an AI-Assisted VAPT Pipeline

aayushyadav.hashnode.devsite

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Web Security
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2026-10-10
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Web Security › Practices > Application: “Technical write-up on designing an AI-assisted VAPT pipeline with deterministic CVSS scoring, passive confidence verification, and LLM-generated vulnerability explanations and remediation.”