SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


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Contact UsAdversaries are using client-side attacks and malware to bypass traditional perimeter defenses and establish footholds on internal networks. Preventive controls are failing to keep attackers out of private networks, and media outlets publicize another breach at a major organization on an almost regular basis. More needs to be done in order to identify and slow down attackers who have established pivot points into private networks before data exfiltration occurs. Active defense systems implementing active deception techniques can provide a mechanism to hinder an attacker's ability to quickly and accurately identify where sensitive data resides while alerting incident response teams of malicious activity. Furthermore, these systems can be used to augment the effectiveness of IDS and SIEM strategies, strengthening the overall security posture of organizations deploying them. Active defenses offer another effective layer of security that can be used to protect an organization's crown jewels.


SANS Instructor Josh Johnson teaches SEC530: Defensible Security Architecture, blending red-team insight with defensive design to help defenders build resilient, zero-trust systems.
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