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DESCRIPTION:   'Title: Finding Bugs Is Easy\, Patching Isn't: Build Your Ow
 n\n   Remediation Pipeline\n   Tags: Intermediate | AppSec Village | Creat
 or Talk/Panel\n   When: Sunday\, Aug 9\, 11:50 - 12:20 PDT\n   Where: LVCC
 W Level 1 Hall 2 604 (Appsec Village) Main Stage - [1]Map\n\n   Descriptio
 n:\n\n   AI made finding and exploiting bugs almost free. In one month\,\n
    Anthropic's Project Glasswing surfaced over 10\,000 high and critical\n
    bugs and patched fewer than 100. The maintainers on the receiving end\n
    are asking Anthropic to slow down\, because they can't fix the bugs\n  
  fast enough.\n\n   If one model can bury the world's best-funded security
  teams\, what\n   happens to the 1-to-5 person team with little security b
 udget and a\n   backlog now growing at machine speed?\n\n   This talk show
 s you how to build SPAR (Scan\, Prioritize\, Auto-fix\,\n   Rewrite): a re
 mediation pipeline that chains call-graph reachability\,\n   EPSS percenti
 les\, and SSVC decision logic into triage a small team can\n   run\, then 
 routes the ones that matter through AI patch generation\n   behind a regre
 ssion-aware verification harness.\n\n   Speakers:Mohan Kumar\,Naveen\n\n  
  SpeakerBio:  Mohan Kumar\n\n   Mohan is a security leader with over a dec
 ade of experience in\n   security architecture\, engineering\, and operati
 ons. He has a strong\n   interest in developing robust security programs a
 nd a proven track\n   record of creating proactive security roadmaps and s
 trategies aligned\n   with business objectives. He constantly seeks ways t
 o elevate security\n   processes and culture to the next level.\n\n   Spea
 kerBio:  Naveen\n\n   Naveen is a Security Researcher with over 9 years of
  expertise\n   specializing in AI\, application\, and cloud security. He i
 nvented 5\n   patents in Agentic Security space.\n\n   He possesses extens
 ive knowledge in all aspects of product security\,\n   including threat mo
 deling\, DevSecOps\, API security\, and penetration\n   testing. He is pas
 sionate about integrating security into the SDLC\n   from design to deploy
 ment\, ensuring the early detection and mitigation\n   of vulnerabilities.
 \n\n   '\n\n   1. #LVCCW_Level1_Hall2\n\n\n
DTEND:20260809T192000Z
DTSTART:20260809T185000Z
LOCATION:AppSec Village - LVCCW Level 1 Hall 2 604 (Appsec Village) Main St
 age
SUMMARY:Finding Bugs Is Easy\, Patching Isn't: Build Your Own Remediation P
 ipeline
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