2P-DNN : Privacy-Preserving Deep Neural Networks Based on Homomorphic Cryptosystem
Authors: Qiang Zhu, Xixiang Lv | Published: 2018-07-23
Privacy Assessment
Machine Learning with Membership Privacy using Adversarial Regularization
Authors: Milad Nasr, Reza Shokri, Amir Houmansadr | Published: 2018-07-16
Differentially-Private “Draw and Discard” Machine Learning
Authors: Vasyl Pihur, Aleksandra Korolova, Frederick Liu, Subhash Sankuratripati, Moti Yung, Dachuan Huang, Ruogu Zeng | Published: 2018-07-11 | Updated: 2018-10-10
Blockchain as a Service: A Decentralized and Secure Computing Paradigm
Authors: Gihan J. Mendis, Yifu Wu, Jin Wei, Moein Sabounchi, Rigoberto Roche' | Published: 2018-07-05 | Updated: 2019-09-04
Datasheets for Datasets
Authors: Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford | Published: 2018-03-23 | Updated: 2021-12-01
Profile Matching Across Unstructured Online Social Networks: Threats and Countermeasures
Authors: Anisa Halimi, Erman Ayday | Published: 2017-11-06