Secure training of decision trees with continuous attributes

by Abspoel Mark, Escudero Daniel, Volgushev Nikolaj
Published 2021-01-01

CPP-ELM: Cryptographically Privacy-Preserving Extreme Learning Machine for Cloud Systems

by Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu
Published 2018-01-01

Privacy Preserving Machine Learning with Homomorphic Encryption and Federated Learning

by Haokun Fang, Quan Qian
Published 2021-04-01

MOBIUS: Model-Oblivious Binarized Neural Networks

by Hiromasa Kitai, Jason Paul Cruz, Naoto Yanai, Naohisa Nishida, Tatsumi Oba, Yuji Unagami, Tadanori Teruya, Nuttapong Attrapadung, Takahiro Matsuda, Goichiro Hanaoka
Published 2019-01-01

Networked Exponential Families for Big Data Over Networks

by Alexander Jung
Published 2020-01-01

Machine Learning Security: Threats, Countermeasures, and Evaluations

by Mingfu Xue, Chengxiang Yuan, Heyi Wu, Yushu Zhang, Weiqiang Liu
Published 2020-01-01

Secure Image Inference Using Pairwise Activation Functions

by Jonas T. Agyepong, Mostafa Soliman, Yasutaka Wada, Keiji Kimura, Ahmed El-Mahdy
Published 2021-01-01

Toward Learning Trustworthily from Data Combining Privacy, Fairness, and Explainability: An Application to Face Recognition

by Danilo Franco, Luca Oneto, Nicolò Navarin, Davide Anguita
Published 2021-08-01