Machine Learning Technology

Machine Learning in Network Security Using KNIME Analytics

Authors: Munther Abualkibash | Published: 2019-11-18
Security Analysis
Data-Driven Clustering
Machine Learning Technology
2019.11.18 2025.05.28
Literature Database

Universal Approximation with Certified Networks

Authors: Maximilian Baader, Matthew Mirman, Martin Vechev | Published: 2019-09-30 | Updated: 2020-01-14
Convergence Analysis
Information Security
Machine Learning Technology
2019.09.30 2025.05.28
Literature Database

Alleviating Privacy Attacks via Causal Learning

Authors: Shruti Tople, Amit Sharma, Aditya Nori | Published: 2019-09-27 | Updated: 2020-07-17
Privacy Loss Analysis
Membership Inference
Machine Learning Technology
2019.09.27 2025.05.28
Literature Database

Matrix Sketching for Secure Collaborative Machine Learning

Authors: Mengjiao Zhang, Shusen Wang | Published: 2019-09-24 | Updated: 2021-07-08
Data Collection
Machine Learning Technology
Feature Extraction Method
2019.09.24 2025.05.28
Literature Database

Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning

Authors: João Ribeiro, Francisco S. Melo, João Dias | Published: 2019-09-22
Reinforcement Learning Attack
Machine Learning Application
Machine Learning Technology
2019.09.22 2025.05.28
Literature Database

Synthesis of Realistic ECG using Generative Adversarial Networks

Authors: Anne Marie Delaney, Eoin Brophy, Tomas E. Ward | Published: 2019-09-19
Signal Analysis
Machine Learning Technology
Generative Adversarial Network
2019.09.19 2025.05.28
Literature Database

Adversarial Vulnerability Bounds for Gaussian Process Classification

Authors: Michael Thomas Smith, Kathrin Grosse, Michael Backes, Mauricio A Alvarez | Published: 2019-09-19
Taxonomy of Attacks
Adversarial Example
Machine Learning Technology
2019.09.19 2025.05.28
Literature Database

Differentially Private Regression and Classification with Sparse Gaussian Processes

Authors: Michael Thomas Smith, Mauricio A. Alvarez, Neil D. Lawrence | Published: 2019-09-19
Privacy Protection Mechanism
Privacy Classification
Machine Learning Technology
2019.09.19 2025.05.28
Literature Database

An Empirical Investigation of Randomized Defenses against Adversarial Attacks

Authors: Yannik Potdevin, Dirk Nowotka, Vijay Ganesh | Published: 2019-09-12
Security Analysis
Adversarial Example
Machine Learning Technology
2019.09.12 2025.05.28
Literature Database

DaiMoN: A Decentralized Artificial Intelligence Model Network

Authors: Surat Teerapittayanon, H. T. Kung | Published: 2019-07-19
Data Generation
Blockchain Integration
Machine Learning Technology
2019.07.19 2025.05.28
Literature Database
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