Machine Learning Application

An Agent-Based Modeling Approach to Free-Text Keyboard Dynamics for Continuous Authentication

Authors: Roberto Dillon, Arushi | Published: 2025-05-08
Typing Behavior Model
User Characteristics
Machine Learning Application
2025.05.08 2025.05.27
Literature Database

Federated Learning for Cyber Physical Systems: A Comprehensive Survey

Authors: Minh K. Quan, Pubudu N. Pathirana, Mayuri Wijayasundara, Sujeeva Setunge, Dinh C. Nguyen, Christopher G. Brinton, David J. Love, H. Vincent Poor | Published: 2025-05-08
Decentralized FL-CPS
Machine Learning Application
Federated Learning
2025.05.08 2025.05.27
Literature Database

On the Practice of Deep Hierarchical Ensemble Network for Ad Conversion Rate Prediction

Authors: Jinfeng Zhuang, Yinrui Li, Runze Su, Ke Xu, Zhixuan Shao, Kungang Li, Ling Leng, Han Sun, Meng Qi, Yixiong Meng, Yang Tang, Zhifang Liu, Qifei Shen, Aayush Mudgal, Caleb Lu, Jie Liu, Hongda Shen | Published: 2025-04-10 | Updated: 2025-04-23
User Experience Evaluation
Improvement of Learning
Machine Learning Application
2025.04.10 2025.05.27
Literature Database

Machine Learning in Access Control: A Taxonomy and Survey

Authors: Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi Sandhu | Published: 2022-07-04
Dynamic Access Control
Machine Learning Application
Feature Selection Method
2022.07.04 2025.05.28
Literature Database

Large Scale Transfer Learning for Differentially Private Image Classification

Authors: Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky | Published: 2022-05-06 | Updated: 2022-05-20
Privacy Analysis
Privacy Assessment
Machine Learning Application
2022.05.06 2025.05.28
Literature Database

Just Fine-tune Twice: Selective Differential Privacy for Large Language Models

Authors: Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu | Published: 2022-04-15 | Updated: 2022-10-27
Privacy Enhancing Technology
Machine Learning Application
Secret Detector
2022.04.15 2025.05.28
Literature Database

LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data

Authors: Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic | Published: 2022-04-14
Algorithm Design
Data Extraction and Analysis
Machine Learning Application
2022.04.14 2025.05.28
Literature Database

A Natural Language Processing Approach for Instruction Set Architecture Identification

Authors: Dinuka Sahabandu, Sukarno Mertoguno, Radha Poovendran | Published: 2022-04-13
Data Extraction and Analysis
Program Understanding
Machine Learning Application
2022.04.13 2025.05.28
Literature Database

Overparameterized Linear Regression under Adversarial Attacks

Authors: Antônio H. Ribeiro, Thomas B. Schön | Published: 2022-04-13 | Updated: 2023-01-27
Adversarial Example
Machine Learning Application
Linear Model
2022.04.13 2025.05.28
Literature Database

Distributed learning optimisation of Cox models can leak patient data: Risks and solutions

Authors: Carsten Brink, Christian Rønn Hansen, Matthew Field, Gareth Price, David Thwaites, Nis Sarup, Uffe Bernchou, Lois Holloway | Published: 2022-04-12
Privacy Enhancing Technology
Machine Learning Application
2022.04.12 2025.05.28
Literature Database
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