Universal Optimality and Robust Utility Bounds for Metric Differential Privacy
Authors: Natasha Fernandes, Annabelle McIver, Catuscia Palamidessi, Ming Ding | Published: 2022-05-03
Performance Weighting for Robust Federated Learning Against Corrupted Sources
Authors: Dimitris Stripelis, Marcin Abram, Jose Luis Ambite | Published: 2022-05-02
Reducing the Cost of Training Security Classifier (via Optimized Semi-Supervised Learning)
Authors: Rui Shu, Tianpei Xia, Huy Tu, Laurie Williams, Tim Menzies | Published: 2022-05-02
A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Predictions
Authors: Yong Xie, Dakuo Wang, Pin-Yu Chen, Jinjun Xiong, Sijia Liu, Sanmi Koyejo | Published: 2022-05-01 | Updated: 2022-07-12
Combined Learning of Neural Network Weights for Privacy in Collaborative Tasks
Authors: Aline R. Ioste, Alan M. Durham, Marcelo Finger | Published: 2022-04-30
Symbolic analysis meets federated learning to enhance malware identifier
Authors: Khanh Huu The Dam, Charles-Henry Bertrand Van Ouytsel, Axel Legay | Published: 2022-04-29
Adversarial attacks on an optical neural network
Authors: Shuming Jiao, Ziwei Song, Shuiying Xiang | Published: 2022-04-29
An Online Ensemble Learning Model for Detecting Attacks in Wireless Sensor Networks
Authors: Hiba Tabbaa, Samir Ifzarne, Imad Hafidi | Published: 2022-04-28
Unlocking High-Accuracy Differentially Private Image Classification through Scale
Authors: Soham De, Leonard Berrada, Jamie Hayes, Samuel L. Smith, Borja Balle | Published: 2022-04-28 | Updated: 2022-06-16
TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection
Authors: Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong | Published: 2022-04-28