Algorithm

Algorithm Selection Framework for Cyber Attack Detection

Authors: Marc Chalé, Nathaniel D. Bastian, Jeffery Weir | Published: 2020-05-28
Algorithm
Network Threat Detection
Feature Selection Method
2020.05.28 2025.05.28
Literature Database

SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure

Authors: Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos | Published: 2020-05-27
Algorithm
Machine Learning
Machine Learning Technology
2020.05.27 2025.05.28
Literature Database

Identifying Vulnerabilities of Industrial Control Systems using Evolutionary Multiobjective Optimisation

Authors: Nilufer Tuptuk, Stephen Hailes | Published: 2020-05-27
Algorithm
Attack Evaluation
Optimization Methods
2020.05.27 2025.05.28
Literature Database

An Adversarial Approach for Explaining the Predictions of Deep Neural Networks

Authors: Arash Rahnama, Andrew Tseng | Published: 2020-05-20 | Updated: 2020-09-28
Algorithm
Poisoning
Statistical Analysis
2020.05.20 2025.05.28
Literature Database

Graph Structure Learning for Robust Graph Neural Networks

Authors: Wei Jin, Yao Ma, Xiaorui Liu, Xianfeng Tang, Suhang Wang, Jiliang Tang | Published: 2020-05-20 | Updated: 2020-06-27
Algorithm
Graph Representation Learning
Optimization Strategy
2020.05.20 2025.05.28
Literature Database

Continuous LWE

Authors: Joan Bruna, Oded Regev, Min Jae Song, Yi Tang | Published: 2020-05-19 | Updated: 2020-10-24
Algorithm
Computational Problem
Quantum Information and Quantum Computing
2020.05.19 2025.05.28
Literature Database

Enhancing Certified Robustness via Smoothed Weighted Ensembling

Authors: Chizhou Liu, Yunzhen Feng, Ranran Wang, Bin Dong | Published: 2020-05-19 | Updated: 2021-02-23
Algorithm
Generalization Performance
Research Methodology
2020.05.19 2025.05.28
Literature Database

A Survey on Unknown Presentation Attack Detection for Fingerprint

Authors: Jag Mohan Singh, Ahmed Madhun, Guoqiang Li, Raghavendra Ramachandra | Published: 2020-05-17
Algorithm
Machine Learning Method
2020.05.17 2025.05.28
Literature Database

Universal Adversarial Perturbations: A Survey

Authors: Ashutosh Chaubey, Nikhil Agrawal, Kavya Barnwal, Keerat K. Guliani, Pramod Mehta | Published: 2020-05-16
Algorithm
Loss Function
Adversarial Example
2020.05.16 2025.05.28
Literature Database

Byzantine-Resilient SGD in High Dimensions on Heterogeneous Data

Authors: Deepesh Data, Suhas Diggavi | Published: 2020-05-16
Algorithm
Loss Function
Machine Learning Algorithm
2020.05.16 2025.05.28
Literature Database
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