S3ML: A Secure Serving System for Machine Learning Inference
Authors: Junming Ma, Chaofan Yu, Aihui Zhou, Bingzhe Wu, Xibin Wu, Xingyu Chen, Xiangqun Chen, Lei Wang, Donggang Cao | Published: 2020-10-13
情報セキュリティ
Security and Privacy Considerations for Machine Learning Models Deployed in the Government and Public Sector (white paper)
Authors: Nader Sehatbakhsh, Ellie Daw, Onur Savas, Amin Hassanzadeh, Ian McCulloh | Published: 2020-10-12
Detection of Iterative Adversarial Attacks via Counter Attack
Authors: Matthias Rottmann, Kira Maag, Mathis Peyron, Natasa Krejic, Hanno Gottschalk | Published: 2020-09-23 | Updated: 2021-03-23
FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning
Authors: Swanand Kadhe, Nived Rajaraman, O. Ozan Koyluoglu, Kannan Ramchandran | Published: 2020-09-23
Phishing Detection Using Machine Learning Techniques
Authors: Vahid Shahrivari, Mohammad Mahdi Darabi, Mohammad Izadi | Published: 2020-09-20
Fingerprinting the Fingerprinters: Learning to Detect Browser Fingerprinting Behaviors
Authors: Umar Iqbal, Steven Englehardt, Zubair Shafiq | Published: 2020-08-11
Detection and Analysis of Drive-by Downloads and Malicious Websites
Authors: Saeed Ibrahim, Nawwaf Al Herami, Ebrahim Al Naqbi, Monther Aldwairi | Published: 2020-02-19 | Updated: 2020-04-09
Intelligent Methods for Accurately Detecting Phishing Websites
Authors: Almaha Abuzuraiq, Mouhammd Alkasassbeh, Mohammad Almseidin | Published: 2020-01-19
Assessing Supply Chain Cyber Risks
Authors: Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua, Jordi Domingo | Published: 2019-11-26
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks
Authors: Aditya Golatkar, Alessandro Achille, Stefano Soatto | Published: 2019-11-12 | Updated: 2020-03-31