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


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OWASP offers much more than a single Top 10 list, and this talk turns that ecosystem into a live pentest workflow. The session starts with the OWASP project map, Top 10 families, Cheat Sheets, and training applications like Juice Shop, FinBot, and PyGoat. From there, the demo moves through recon with Amass compared to dnsrecon and fierce, vulnerability scanning with OWTF and Nettacker, Burp Suite scanning driven through MCP and Codex, scan data import into DefectDojo, and AI-assisted report writing. The result is a compressed but recognizable pentest arc that showcases both OWASP resources and modern AI-enabled operator workflows.
This session supports concepts from SEC542: Web App Penetration Testing and Ethical Hacking. To learn more about this course and explore upcoming sessions, Click Here.


Timothy McKenzie redefined offensive security through decades of Red and Purple Team operations, advancing the industry’s threat simulation standards and influencing thousands of cybersecurity professionals with his adversary emulation strategies.
Read more about Timothy McKenzie