Private Hierarchical Clustering and Efficient Approximation
Authors: Xianrui Meng, Dimitrios Papadopoulos, Alina Oprea, Nikos Triandopoulos | Published: 2019-04-09 | Updated: 2021-10-01
Privacy Enhancing Technology
Privacy-preserving Machine Learning through Data Obfuscation
Authors: Tianwei Zhang, Zecheng He, Ruby B. Lee | Published: 2018-07-05 | Updated: 2018-07-13
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
Authors: Joshua Allen, Bolin Ding, Janardhan Kulkarni, Harsha Nori, Olga Ohrimenko, Sergey Yekhanin | Published: 2018-07-02 | Updated: 2019-10-26
Privacy Preserving Machine Learning: Threats and Solutions
Authors: Mohammad Al-Rubaie, J. Morris Chang | Published: 2018-03-27
Homomorphic Encryption for Speaker Recognition: Protection of Biometric Templates and Vendor Model Parameters
Authors: Andreas Nautsch, Sergey Isadskiy, Jascha Kolberg, Marta Gomez-Barrero, Christoph Busch | Published: 2018-03-09
Key Management and Learning based Two Level Data Security for Metering Infrastructure of Smart Grid
Authors: Imtiaz Parvez, Maryamossadat Aghili, Arif Sarwat | Published: 2017-09-25
Quantum Privacy-Preserving Perceptron
Authors: Shenggang Ying, Mingsheng Ying, Yuan Feng | Published: 2017-07-31
Desensitized RDCA Subspaces for Compressive Privacy in Machine Learning
Authors: Artur Filipowicz, Thee Chanyaswad, S. Y. Kung | Published: 2017-07-24
Morpheo: Traceable Machine Learning on Hidden data
Authors: Mathieu Galtier, Camille Marini | Published: 2017-04-17