Naveen
Mohan Kumar
AI made finding and exploiting bugs almost free. In one month, Anthropic's Project Glasswing surfaced over 10,000 high and critical bugs and patched fewer than 100. The maintainers on the receiving end are asking Anthropic to slow down, because they can't fix the bugs fast enough.
If one model can bury the world's best-funded security teams, what happens to the 1-to-5 person team with little security budget and a backlog now growing at machine speed?
This talk shows you how to build SPAR (Scan, Prioritize, Auto-fix, Rewrite): a remediation pipeline that chains call-graph reachability, EPSS percentiles, and SSVC decision logic into triage a small team can run, then routes the ones that matter through AI patch generation behind a regression-aware verification harness.
Naveen
Security Researcher
Naveen is a Security Researcher with over 9 years of expertise specializing in AI, application, and cloud security. He invented 5 patents in Agentic Security space.
He possesses extensive knowledge in all aspects of product security, including threat modeling, DevSecOps, API security, and penetration testing. He is passionate about integrating security into the SDLC from design to deployment, ensuring the early detection and mitigation of vulnerabilities.
Mohan Kumar
Security Leader
Mohan is a security leader with over a decade of experience in security architecture, engineering, and operations. He has a strong interest in developing robust security programs and a proven track record of creating proactive security roadmaps and strategies aligned with business objectives. He constantly seeks ways to elevate security processes and culture to the next level.