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Defenders Think in Lists. Attackers Think in Graphs.

slides:none on file

Claim: defenders rely on long checklists of findings while attackers follow exploitable paths through infrastructure, so remediation misses context. Example environment: thousands of nodes Kubernetes clusters and a vendor with 2,000 enterprise customers. Attack path: vulnerable app → discovery (API/egress) → lateral movement → privilege escalation → exfiltration. Solution built is an automated graph that combines network connectivity analysis with weakness/configuration data, surfaces risky paths and top priorities, and guides remediation before crown jewels are reached.

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