1. Membership Privacy in MicroRNA-based Studies
2. Membership Inference Attacks From First Principles
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 28th $$USENIX$$ Security Symposium ($$USENIX$$ Security 19). 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 28th $$USENIX$$ Security Symposium ($$USENIX$$ Security 19). 267--284.
4. On the Privacy Risks of Algorithmic Fairness
5. Christopher A Choquette-Choo , Florian Tramer , Nicholas Carlini , and Nicolas Papernot . 2021 . Label-only membership inference attacks . In International Conference on Machine Learning. 1964--1974 . Christopher A Choquette-Choo, Florian Tramer, Nicholas Carlini, and Nicolas Papernot. 2021. Label-only membership inference attacks. In International Conference on Machine Learning. 1964--1974.