In this live episode recorded at RSA Conference, the THREATCON1 team sits down with Joe Silva, Founder & CEO of Spektion, for a deep dive into the evolving reality of enterprise cybersecurity in the age of AI and explosive software complexity.
Joe shares his unique journey from military intelligence and government service, through roles at iSight Partners, Symantec, TransUnion, and JLL as CISO, to now building a cybersecurity startup focused on redefining how organizations understand and manage exploitability.
At the core of the conversation is a shift away from traditional vulnerability management and CVE-driven thinking toward runtime, behavior-based visibility. Joe explains how modern environments are increasingly filled with custom-built tools, AI-generated code, and rapidly evolving software that often falls outside traditional security models.
Key topics covered include:
- Why CVE-based vulnerability management is no longer enough
- How runtime telemetry reveals true exploitability in real time
- The growing problem of alert fatigue and the move toward “non-alerting” security models
- Why most enterprise environments contain far more custom and unknown software than teams realize
- The rise of AI-generated code and its impact on secure development practices
- The shift from patching toward mitigation as a primary security strategy
- How supply chain attacks are evolving in an AI-accelerated development world
- Why memory-based vulnerabilities remain one of the most under-addressed systemic risks
The discussion also explores a forward-looking reality: security teams must increasingly operate at machine speed, focusing less on perfect prevention and more on fast detection, prioritisation, and mitigation of real exploitable conditions.
A candid, practical, and forward-thinking conversation on what it truly takes to secure modern software ecosystems.
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