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Machine Unlearning

by Lucas Bourtoule, Varun Chandrasekaran, Christopher Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie and Nicolas Papernot
Reference:
Lucas Bourtoule, Varun Chandrasekaran, Christopher Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie and Nicolas Papernot, “Machine Unlearning”, In Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021. (source code, blog post, media coverage, 1 minute overview, Conference presentation)
Bibtex Entry:
@inproceedings{bourtoule:oakland2021:unlearning,
    author = "Bourtoule, Lucas and Chandrasekaran, Varun and Choquette-Choo, Christopher and Jia, Hengrui and Travers, Adelin and Zhang, Baiwu and Lie, David and Papernot, Nicolas",
    title = "Machine Unlearning",
    booktitle = "Proceedings of the 42nd {IEEE} Symposium on Security and Privacy",
    year = "2021",
    month = "May",
    note = "(Acceptance 77/643, 12\%; \textbf{150 citations})",
    comment = {<a href="https://github.com/cleverhans-lab/machine-unlearning">source code</a>, <a href="http://www.cleverhans.io/2020/07/20/unlearning.html">blog post</a>, <a href="https://medium.com/syncedreview/machine-unlearning-fighting-for-the-right-to-be-forgotten-c381f8a4acf5">media coverage</a>, <a href="https://www.youtube.com/watch?v=xUnMkCB0Gns">1 minute overview</a>, <a href="https://www.youtube.com/watch?v=xUnMkCB0Gns">Conference presentation</a>},
    url = "https://arxiv.org/pdf/1912.03817.pdf",
    citations = "150",
    gsid = "12886466593981761028"
}