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


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Recent news of vulnerabilities in hardware appliances firmware such as Ivanti and Fortinet highlight the difficulty of securing complex digital supply chains. Having an in-depth understanding of what you put on your network is vital to implementing a zero-trust approach and managing risk appropriately. Join our technical demonstration on reverse engineering firmware and threat modeling discussion led by Douglas McKee and Ismael Valenzuela, course authors of SEC568: Combating Supply Chain Attacks with Product Security Testing, showing how product security testing can put your organization in a strong defensive position for these types of attacks.


Doug McKee, SANS Instructor and Director of Vulnerability Intelligence at Rapid7, draws on decades of vulnerability research and threat analysis to help students master exploit development, defensive strategy, and real-world resilience.
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Ismael is a Senior SANS Instructor and Arctic Wolf VP. Author of SEC530 and a prestigious GSE-certified expert, he blends decades of SOC, threat research, and community contributions to equip defenders with resilient, adversary-aware strategies.
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