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EP16 The Machine Learning Revolution in Reverse Engineering with Hahna Kane Latonick

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Manage episode 509634550 series 3611794
Content provided by Josh Stroschein. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Josh Stroschein or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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://asrp.darkwolf.io/

https://ringzer0.training/countermeasure25-machine-learning-for-reverse-engineers/

  continue reading

18 episodes

Artwork
iconShare
 
Manage episode 509634550 series 3611794
Content provided by Josh Stroschein. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Josh Stroschein or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

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://asrp.darkwolf.io/

https://ringzer0.training/countermeasure25-machine-learning-for-reverse-engineers/

  continue reading

18 episodes

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