SoK: Assessing the State of Applied Federated Machine Learning
Authors: Tobias Müller, Maximilian Stäbler, Hugo Gascón, Frank Köster, Florian Matthes | Published: 2023-08-03
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Integrating Homomorphic Encryption and Trusted Execution Technology for Autonomous and Confidential Model Refining in Cloud
Authors: Pinglan Liu, Wensheng Zhang | Published: 2023-08-02
Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks
Authors: Jun Guo, Aishan Liu, Xingyu Zheng, Siyuan Liang, Yisong Xiao, Yichao Wu, Xianglong Liu | Published: 2023-08-02 | Updated: 2023-08-03
IIDS: Design of Intelligent Intrusion Detection System for Internet-of-Things Applications
Authors: KG Raghavendra Narayan, Srijanee Mookherji, Vanga Odelu, Rajendra Prasath, Anish Chand Turlapaty, Ashok Kumar Das | Published: 2023-08-02
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation
Authors: Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi | Published: 2023-08-01
Differentially Private Linear Regression with Linked Data
Authors: Shurong Lin, Elliot Paquette, Eric D. Kolaczyk | Published: 2023-08-01 | Updated: 2024-05-08
Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel
Authors: Kilian Tscharke, Sebastian Issel, Pascal Debus | Published: 2023-08-01 | Updated: 2024-01-03
Robust Linear Regression: Phase-Transitions and Precise Tradeoffs for General Norms
Authors: Elvis Dohmatob, Meyer Scetbon | Published: 2023-08-01
Compressed Private Aggregation for Scalable and Robust Federated Learning over Massive Networks
Authors: Natalie Lang, Nir Shlezinger, Rafael G. L. D'Oliveira, Salim El Rouayheb | Published: 2023-08-01 | Updated: 2025-05-08
Doubly Robust Instance-Reweighted Adversarial Training
Authors: Daouda Sow, Sen Lin, Zhangyang Wang, Yingbin Liang | Published: 2023-08-01