Keynote: Leave it to the Machine - How to Leverage AI to Effectively Shift Left Sec...
summary
Argues for using AI/ML to actually build actionable security controls: a discovery agent maps nodes, pods and namespaces and a learning mode turns observed east‑west/north‑south traffic into a reusable network policy model within hours that relearns on changes; static analysis plus runtime traces infer least‑privilege for serverless functions and S3 access and emit a YAML snippet or policy recommendation; more data and runs measurably improve accuracy.
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