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Visualizing Data Poisoning and Rethinking Threat Detection Through Graphs – Maria Khodak
Manage episode 482776522 series 3516169
Content provided by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel 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://ppacc.player.fm/legal.
In this episode of the Security Repo Podcast, Maria Khodak explores how graph theory and data visualization can be used to uncover machine learning vulnerabilities like data poisoning. She explains how her work as a penetration tester intersects with research on threat detection and the importance of making abstract security concepts more human-readable. The conversation also covers her journey into cybersecurity, the value of visualization tools like Gephi, and her call to make the field more inclusive and curious-driven.Maria Khodak is a security engineer and penetration tester at a large company focusing on web application, API, and network testing. She also researches machine learning vulnerabilities, threat detection, and graph theory in her free time. https://www.linkedin.com/in/maria-khodak-10b26a192/https://gephi.org/
93 episodes
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Manage episode 482776522 series 3516169
Content provided by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Mackenzie Jackson & Dwayne McDaniel, Mackenzie Jackson, and Dwayne McDaniel 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://ppacc.player.fm/legal.
In this episode of the Security Repo Podcast, Maria Khodak explores how graph theory and data visualization can be used to uncover machine learning vulnerabilities like data poisoning. She explains how her work as a penetration tester intersects with research on threat detection and the importance of making abstract security concepts more human-readable. The conversation also covers her journey into cybersecurity, the value of visualization tools like Gephi, and her call to make the field more inclusive and curious-driven.Maria Khodak is a security engineer and penetration tester at a large company focusing on web application, API, and network testing. She also researches machine learning vulnerabilities, threat detection, and graph theory in her free time. https://www.linkedin.com/in/maria-khodak-10b26a192/https://gephi.org/
93 episodes
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Similar to The Security Repo
Africa-focused technology, digital and innovation ecosystem insight and commentary.
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continue reading
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continue reading
The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
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…
continue reading
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