Bicoptor: Two-round Secure Three-party Non-linear Computation without Preprocessing for Privacy-preserving Machine Learning
Authors: Lijing Zhou, Ziyu Wang, Hongrui Cui, Qingrui Song, Yu Yu | Published: 2022-10-05 | Updated: 2024-04-19
プライバシー保護手法
Recycling Scraps: Improving Private Learning by Leveraging Intermediate Checkpoints
Authors: Virat Shejwalkar, Arun Ganesh, Rajiv Mathews, Yarong Mu, Shuang Song, Om Thakkar, Abhradeep Thakurta, Xinyi Zheng | Published: 2022-10-04 | Updated: 2024-09-17
Certified Data Removal in Sum-Product Networks
Authors: Alexander Becker, Thomas Liebig | Published: 2022-10-04
Preprint: Privacy-preserving IoT Data Sharing Scheme
Authors: Ali Abdullah S. AlQahtani, Hosam Alamleh, Reem Alrawili | Published: 2022-09-26
FaRO 2: an Open Source, Configurable Smart City Framework for Real-Time Distributed Vision and Biometric Systems
Authors: Joel Brogan, Nell Barber, David Cornett, David Bolme | Published: 2022-09-26
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy
Authors: Kai Packhäuser, Sebastian Gündel, Florian Thamm, Felix Denzinger, Andreas Maier | Published: 2022-09-23 | Updated: 2023-07-24
Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits
Authors: Marco Schreyer, Timur Sattarov, Damian Borth | Published: 2022-08-26
I still know it’s you! On Challenges in Anonymizing Source Code
Authors: Micha Horlboge, Erwin Quiring, Roland Meyer, Konrad Rieck | Published: 2022-08-26 | Updated: 2024-04-10
Sotto Voce: Federated Speech Recognition with Differential Privacy Guarantees
Authors: Michael Shoemate, Kevin Jett, Ethan Cowan, Sean Colbath, James Honaker, Prasanna Muthukumar | Published: 2022-07-16
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
Authors: Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Swanand Kadhe, Heiko Ludwig | Published: 2022-07-15