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Nullcon Goa

Mapping Invisible Breach Paths Across the AI Ecosystem


Course

Shubham Mittal of RedHunt Labs maps nine AI exposure layers - from leaked API keys to unprotected orchestration platforms - and explains why these invisible breach paths evade traditional security tools entirely.

Artificial intelligence adoption leaves behind a trail of exposed components - unauthenticated inference APIs, unprotected orchestration dashboards, leaked model credentials and publicly accessible vector databases - none of which carry a CVE, and most of which go undetected by traditional security tooling. Daily internet scans consistently surface over 500 critical-severity AI exposures, many granting direct access to models or PII.

 

In this session, Shubham Mittal, co-founder and CEO of RedHunt Labs, will share insights on:

  • How nine distinct AI exposure layers - from inference and orchestration to public interaction and identity - create invisible breach paths across interconnected systems;
  • Why traditional security platforms miss these exposures: no CVE, no crafted payload, no anomalous signature, just legitimate-looking traffic walking through an open door;
  • How organizations can defend against AI exposure through reachability controls, least-privilege agent policies, credential protection and continuous AI exposure management.
 

 

Here is the course outline:

No CVE for That: Mapping Invisible Breach Paths Across the AI Ecosystem

Completion

The following certificates are awarded when the course is completed:

CPE Credit Certificate

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