Multiple perspectives HMM-based feature engineering for credit card fraud detection
Authors: Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Olivier Caelen, Liyun He-Guelton, Sylvie Calabretto, Michael Granitzer | Published: 2019-05-15
Model Evaluation
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System
Authors: Huangxun Chen, Chenyu Huang, Qianyi Huang, Qian Zhang, Wei Wang | Published: 2019-01-12 | Updated: 2020-01-14
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service
Authors: Lucjan Hanzlik, Yang Zhang, Kathrin Grosse, Ahmed Salem, Max Augustin, Michael Backes, Mario Fritz | Published: 2018-08-01 | Updated: 2019-02-06
Ensemble-based Multi-Filter Feature Selection Method for DDoS Detection in Cloud Computing
Authors: Opeyemi Osanaiye, Kim-Kwang Raymond Choo2, Ali Dehghantanha, Zheng Xu, Mqhele Dlodlo | Published: 2018-07-27
Leveraging Support Vector Machine for Opcode Density Based Detection of Crypto-Ransomware
Authors: James Baldwin, Ali Dehghantanha | Published: 2018-07-27
Leveraging Machine Learning Techniques for Windows Ransomware Network Traffic Detection
Authors: Omar M. K. Alhawi, James Baldwin, Ali Dehghantanha | Published: 2018-07-27
Limitations of the Lipschitz constant as a defense against adversarial examples
Authors: Todd Huster, Cho-Yu Jason Chiang, Ritu Chadha | Published: 2018-07-25
MOBA-Slice: A Time Slice Based Evaluation Framework of Relative Advantage between Teams in MOBA Games
Authors: Lijun Yu, Dawei Zhang, Xiangqun Chen, Xing Xie | Published: 2018-07-22
A Preliminary Study On the Sustainability of Android Malware Detection
Authors: Haipeng Cai | Published: 2018-07-22 | Updated: 2018-08-03
Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection Technique for Crypto-ransomware Early Detection
Authors: Bander Ali Saleh Al-rimy, Mohd Aizaini Maarof, Syed Zainudeen Mohd Shaid | Published: 2018-07-22