AI vulnerability challenge
Modernizing Global Vulnerability Standards For The Age Of AI
Explore Rapid7’s latest thinking on AI-driven vulnerability discovery, global vulnerability standards, and the shift toward more continuous cyber resilience. Access the policy paper, watch the Experts on Experts conversation with Corey Thomas and Sabeen Malik, and find related resources on Cyber GRC, NIS2, and compliance.
Where current standards are under strain
Human-speed infrastructure
Vulnerability management systems were built around human-led discovery, manageable volumes, and time to assess and respond. AI-driven discovery puts pressure on each of those assumptions.
Prioritization at scale
As vulnerability volume grows, defenders need stronger signals for what to fix first, including exploitability, reachability, business context, and whether vulnerabilities can be chained together.
Disclosure timelines
Coordinated disclosure models were designed for a slower environment. AI-scale discovery creates new questions about how findings are verified, shared, and acted on responsibly.
Access and verification
Frontier AI capabilities require clear standards for who gets access, how claims are independently verified, and what data must accompany published capability announcements.
Institutional accountability
Governments, AI providers, and the security community need shared expectations for oversight, coordination, and response as AI changes the speed and scale of vulnerability discovery.
Watch the conversation behind the paper
Corey Thomas and Sabeen Malik discuss the themes behind Modernizing Global Vulnerability Standards in Experts on Experts: Commanding Perspectives.
The conversation explores:
- How AI-driven vulnerability discovery is changing security standards and disclosure models
- Why verification, access, and accountability need to evolve
- How continuous compliance and AI-driven, human-led security operations support cyber resilience
Continue exploring AI, compliance, and resilience
Rapid7 blog
Experts on Experts: Commanding Perspectives
Watch Corey Thomas and Sabeen Malik discuss AI-driven vulnerability discovery, compliance, accountability, and responsible progress in cybersecurity
Rapid7 solution
Cyber GRC
See how Rapid7 connects governance, risk, and compliance with security operations so teams can detect, fix, and prove faster.
Rapid7 Compliance
NIS2 Compliance
Learn how Rapid7 helps organizations strengthen visibility, manage risk, and support continuous cyber resilience for NIS2 readiness.