I, For One, Welcome Our New Silicon Overlords. Marcus Carey, Jonathan Echavarria

  Рет қаралды 21

HackMiami

HackMiami

13 күн бұрын

-- Amazing closing talk with impressive use of AI in security research and operations --
Recent years have seen an unprecedented surge in the growth and accessibility of artificial intelligence (AI) and machine learning (ML) technologies. These advancements have unlocked numerous opportunities for cyber operations, yet the resources to understand and utilize these tools remain limited.
Part of this talk is tailored for red teams eager to delve into AI/ML, those aiming to incorporate these technologies into offensive strategies, and even seasoned experts in search of advanced tactics, techniques, and procedures (TTPs). We will explore the use of both commercial and open-source AI/ML platforms, demonstrating their transformative potential for offensive cyber capabilities. From manipulating voice and video to automating complex coding and text generation, and even coordinating sophisticated workflows, this presentation will have plenty of practical demonstrations.
However, the formidable power of AI/ML extends beyond offense. Blue teams can leverage these same tools to strengthen their defensive posture. The talk will also cover the development of defensive strategies using the same foundational technologies. We will investigate how Large Language Models (LLMs) can facilitate the creation of advanced blue team tools, including automated threat intelligence, incident response, real-time anomaly detection, and system hardening scripts. This session is designed to bridge the gap between offensive and defensive applications of AI/ML, underscoring the dual role these tools can play in cybersecurity. Attendees will gain practical insights that will amplify both their offensive and defensive cyber operations through approachable means to leverage AI
Bio
Jonathan is an experienced Enterprise Architect at ReliaQuest, where he aligns business strategy with technological solutions. Prior to this role, he was an offensive security engineer at Facebook, where he conducted various offensive operations. He has also held multiple positions at ReliaQuest, including penetration testing, red teaming, security operations, and malware analysis. Jonathan is a frequent speaker at industry conferences, discussing topics such as cybercrime, state-sponsored operations, and smart home security.
Marcus is a cybersecurity practitioner with over 20 years of experience in the field and is a US Navy veteran. He currently serves as an Enterprise Architect at ReliaQuest, performing research and leading the development of a variety of solutions. He has worked with federal agencies like NSA, DC3, DIA, and DARPA and is the co-author of the Tribe of Hackers cybersecurity book series. He also holds a Master of Science in Network Security from Capitol Technology University. His diverse background and extensive experience make him a valuable asset in the field of cybersecurity.

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