Building Security Into Your DevOps Pipeline
summary
Claims a concrete integration: next‑generation firewalls wired into CI/CD with policy as code in git, identity‑anchored rules, and five coordinated controls (ID‑based access, selective TLS inspection, AI threat rules, alert optimization, CI validation). Rollout uses mirror traffic for 4–8 weeks, then 6–12 weeks to push gated inline enforcement, and 8–16 weeks for AI detections, with graduated enforcement (detect→throttle→challenge→block). Includes model‑extraction detection, prompt sanitization, PQC readiness pilots, and measured performance budgets so enforcement actually works without breaking production.
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chapters (9)
- 0:00Introduction and Overview
- 0:18The Challenge of AI Security
- 1:20DevOps and Security Tension
- 3:06Understanding AI Security
- 5:26Next Generation Firewalls
- 8:44Integrating Security into DevOps
- 15:17AI-Specific Threats and Protections
- 23:37Practical Rollout and Roadmap
- 25:20Conclusion and Key Takeaways
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