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Q&A Discussion for the Machine Learning (ML) block.
François Labrèche ,
François is a Research Lead at Secureworks, who focuses on applying machine learning approaches to research problems related to security alerts and vulnerabilities. He focuses on using machine learning to improve the prioritization of alerts and vulnerabilities, in the context of XDR and vulnerability management. He has a PhD from École Polytechnique de Montréal, and has published research papers on the topics of spam detection, malware analysis and machine learning applied to cybersecurity.
Berenice Flores Senior Security Consultant, Bishop Fox
As a senior penetration tester at Bishop Fox, Berenice focuses on application security and cloud penetration testing (AWS). In the past year, Berenice has worked in security research against frameworks in the cloud. Berenice holds many cybersecurity certifications including Offensive Security Certified Professional (OSCP), Off-Sec Web Assessor (OSWA) and Offensive Security Wireless Professional (OSWP). When she's not finding bugs, Berenice enjoys attending hacking conferences and collecting stickers, pins and token coins.
Logan MacLaren Senior Product Security Engineer, GitHub
Logan is a Senior Product Security Engineer at GitHub where he focuses on the success of their Bug Bounty program. When not hacking on GitHub itself, Logan can be found doing security research focused on open source projects, or learning and refining new skills with CTF challenges!