SEC536: Adversarial AI - Penetration Testing AI Systems


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Contact UsKey findings:
The paper's central argument is that CTEM succeeds only when treated as an ongoing organizational discipline rather than a one-time deployment or a product purchase. Organizations that pair phased, scoped rollouts with strong governance and integrated tooling are best positioned to close the gap between identifying exposures and actually remediating them. Resource constraints and tool sprawl remain the most persistent obstacles, which is why the paper frames automation and orchestration platforms as central to CTEM's long-term viability rather than optional add-ons. This paper is a conceptual and strategic analysis rather than a survey-based research report, so no respondent methodology applies; its recommendations draw on the Gartner CTEM framework and industry data such as Microsoft's tool-sprawl figures.


Jonathan Risto is a Principal Instructor at the SANS Institute and Technical Director for the Canadian Cyber Posture Program. Co-author of LDR516: Strategic Vulnerability and Threat Management, he helps leaders turn exposure data into actionable risk programs through frameworks like VMMM and CTEMMM.
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