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SecTools Podcast E21 With Emily Wenger
Manage episode 303108614 series 2986552
Content provided by Sanoop Thomas. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Sanoop Thomas 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://player.fm/legal.
Emily Wenger is a PhD student at the University of Chicago studying machine learning security and privacy. She’s particularly interested in understanding and preventing the unintended uses/abuses of facial recognition technology.
Emily and team has built Fawkes, a system that helps individuals inoculate their images against unauthorized facial recognition models. Fawkes achieves this by helping users add imperceptible pixel-level changes (we call them "cloaks") to their own photos before releasing them. When used to train facial recognition models, these "cloaked" images produce functional models that consistently cause normal images of the user to be misidentified.
* More about Fawkes http://sandlab.cs.uchicago.edu/fawkes/
* Full Research Paper - http://people.cs.uchicago.edu/~ravenben/publications/pdf/fawkes-usenix20.pdf
* Fawkes - http://sandlab.cs.uchicago.edu/fawkes/
* Source Code - https://github.com/Shawn-Shan/fawkes
55 episodes
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Manage episode 303108614 series 2986552
Content provided by Sanoop Thomas. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Sanoop Thomas 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://player.fm/legal.
Emily Wenger is a PhD student at the University of Chicago studying machine learning security and privacy. She’s particularly interested in understanding and preventing the unintended uses/abuses of facial recognition technology.
Emily and team has built Fawkes, a system that helps individuals inoculate their images against unauthorized facial recognition models. Fawkes achieves this by helping users add imperceptible pixel-level changes (we call them "cloaks") to their own photos before releasing them. When used to train facial recognition models, these "cloaked" images produce functional models that consistently cause normal images of the user to be misidentified.
* More about Fawkes http://sandlab.cs.uchicago.edu/fawkes/
* Full Research Paper - http://people.cs.uchicago.edu/~ravenben/publications/pdf/fawkes-usenix20.pdf
* Fawkes - http://sandlab.cs.uchicago.edu/fawkes/
* Source Code - https://github.com/Shawn-Shan/fawkes
55 episodes
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Similar to SecTools Podcast Series
Africa-focused technology, digital and innovation ecosystem insight and commentary.
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continue reading
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
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Three nerds discussing tech, Apple, programming, and loosely related matters.
…
continue reading
Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
…
continue reading
Download This Show is your weekly guide to the world of media, culture, and technology. From social media to gadgets, streaming services to privacy issues. Each week Marc Fennell and a team of people far smarter than him (his words, not ours) take a fun deep dive into how technology is reshaping our lives.
…
continue reading
A podcast featuring panelists of engineers from Netflix, Twitch, & Atlassian talking over drinks about all things software engineering.
…
continue reading
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
…
continue reading
Android Backstage, a podcast by and for Android developers. Hosted by developers from the Android engineering team, this show covers topics of interest to Android programmers, with in-depth discussions and interviews with engineers on the Android team at Google. Subscribe to Android Developers YouTube → https://goo.gle/AndroidDevs
…
continue reading
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
…
continue reading
Python Bytes is a weekly podcast hosted by Michael Kennedy and Brian Okken. The show is a short discussion on the headlines and noteworthy news in the Python, developer, and data science space.
…
continue reading
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