Secure Aggregation for Federated Learning in Flower
Authors: Kwing Hei Li, Pedro Porto Buarque de Gusmão, Daniel J. Beutel, Nicholas D. Lane | Published: 2022-05-12
Privacy-Preserving Distributed Machine Learning Made Faster
Authors: Zoe L. Jiang, Jiajing Gu, Hongxiao Wang, Yulin Wu, Junbin Fang, Siu-Ming Yiu, Wenjian Luo, Xuan Wang | Published: 2022-05-12
Extensible Machine Learning for Encrypted Network Traffic Application Labeling via Uncertainty Quantification
Authors: Steven Jorgensen, John Holodnak, Jensen Dempsey, Karla de Souza, Ananditha Raghunath, Vernon Rivet, Noah DeMoes, Andrés Alejos, Allan Wollaber | Published: 2022-05-11 | Updated: 2023-10-06
DNS based In-Browser Cryptojacking Detection
Authors: Rohit Kumar Sachan, Rachit Agarwal, Sandeep Kumar Shukla | Published: 2022-05-10
Do You Think You Can Hold Me? The Real Challenge of Problem-Space Evasion Attacks
Authors: Harel Berger, Amit Dvir, Chen Hajaj, Rony Ronen | Published: 2022-05-09
Btech thesis report on adversarial attack detection and purification of adverserially attacked images
Authors: Dvij Kalaria | Published: 2022-05-09
On Generalisability of Machine Learning-based Network Intrusion Detection Systems
Authors: Siamak Layeghy, Marius Portmann | Published: 2022-05-09
A Hybrid Approach: Utilising Kmeans Clustering and Naive Bayes for IoT Anomaly Detection
Authors: Lincoln Best, Ernest Foo, Hui Tian | Published: 2022-05-09
Private Eye: On the Limits of Textual Screen Peeking via Eyeglass Reflections in Video Conferencing
Authors: Yan Long, Chen Yan, Shilin Xiao, Shivan Prasad, Wenyuan Xu, Kevin Fu | Published: 2022-05-08 | Updated: 2023-01-16
Ensemble Classifier Design Tuned to Dataset Characteristics for Network Intrusion Detection
Authors: Zeinab Zoghi, Gursel Serpen | Published: 2022-05-08