Behind the Binary by Google Cloud Security
Welcome to Behind the Binary, the podcast that introduces you to the fascinating people, technology, and tools driving the world of reverse engineering. Join your host, Josh Stroschein, a reverse engineer with the FLARE team at Google, and someone passionate about sharing knowledge and shedding light on the art of reverse engineering, as he sits down with intriguing guests to explore the human side of this profession.
Behind the Binary goes beyond the code, sharing the stories, motivations, and unique perspectives of the individuals who dedicate their lives to unraveling the complexities of technology. We'll hear about their journeys into the field, the challenges they face, and the impact their work has on securing our digital world.
Whether you're a seasoned malware analyst, a software developer, a security researcher, or just someone curious about the world of reverse engineering, Behind the Binary offers insightful and engaging conversations for everyone interested in this fascinating field.
Behind the Binary by Google Cloud Security
EP16 The Machine Learning Revolution in Reverse Engineering with Hahna Kane Latonick
In this episode of Behind the Binary, we're joined by renowned security researcher Hahna Kane Latonick for a deep dive into the powerful world where reverse engineering meets data science. Hahna shares her expertise on how techniques like supervised and unsupervised learning can be used to classify and predict security threats, and she explains how deep learning and neural networks are being applied to identifying code sharing and solving other classification problems. We also discuss how Generative AI is transforming reverse engineering, from augmenting and assisting workflows to driving fully automated analysis.
Resources mentioned during the episode:
https://dronewolf.darkwolf.io/
https://ringzer0.training/countermeasure25-machine-learning-for-reverse-engineers/