1. Machine Unlearning
2. Towards Making Systems Forget with Machine Unlearning
3. Nicholas Carlini , Chang Liu , Úlfar Erlingsson , Jernej Kos , and Dawn Song . 2019 . The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks . In Proceedings of the 28th USENIX Conference on Security Symposium ( Santa Clara, CA, USA). USENIX Association, USA, 267–284. Nicholas Carlini, Chang Liu, Úlfar Erlingsson, Jernej Kos, and Dawn Song. 2019. The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks. In Proceedings of the 28th USENIX Conference on Security Symposium (Santa Clara, CA, USA). USENIX Association, USA, 267–284.
4. Nicholas Carlini , Florian Tramèr , Eric Wallace , Matthew Jagielski , Ariel Herbert-Voss , Katherine Lee , Adam Roberts , Tom Brown , Dawn Song , Úlfar Erlingsson , Alina Oprea , and Colin Raffel . 2021. Extracting Training Data from Large Language Models. (Aug . 2021 ), 2633–2650. https://www.usenix.org/conference/usenixsecurity21/presentation/carlini-extracting Nicholas Carlini, Florian Tramèr, Eric Wallace, Matthew Jagielski, Ariel Herbert-Voss, Katherine Lee, Adam Roberts, Tom Brown, Dawn Song, Úlfar Erlingsson, Alina Oprea, and Colin Raffel. 2021. Extracting Training Data from Large Language Models. (Aug. 2021), 2633–2650. https://www.usenix.org/conference/usenixsecurity21/presentation/carlini-extracting
5. Gert Cauwenberghs and Tomaso Poggio . 2001. Incremental and Decremental Support Vector Machine Learning . In Advances in Neural Information Processing Systems, Vol. 13 . MIT Press , 388–394. Gert Cauwenberghs and Tomaso Poggio. 2001. Incremental and Decremental Support Vector Machine Learning. In Advances in Neural Information Processing Systems, Vol. 13. MIT Press, 388–394.