Machine Learning in Cyber-Security – Problems, Challenges and Data Sets
Authors: Idan Amit, John Matherly, William Hewlett, Zhi Xu, Yinnon Meshi, Yigal Weinberger | Published: 2018-12-19 | Updated: 2019-04-22
データ収集
Training Set Camouflage
Authors: Ayon Sen, Scott Alfeld, Xuezhou Zhang, Ara Vartanian, Yuzhe Ma, Xiaojin Zhu | Published: 2018-12-13
Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection
Authors: Milad Salem, Shayan Taheri, Jiann Shiun Yuan | Published: 2018-12-11
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification
Authors: Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu | Published: 2018-12-10 | Updated: 2019-05-09
Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge
Authors: Jinyuan Jia, Neil Zhenqiang Gong | Published: 2018-12-05 | Updated: 2018-12-11
Joint Service Pricing and Cooperative Relay Communication for Federated Learning
Authors: Shaohan Feng, Dusit Niyato, Ping Wang, Dong In Kim, Ying-Chang Liang | Published: 2018-11-29
Prediction of Signal Sequences in Abiotic Stress Inducible Genes from Main Crops by Association Rule Mining
Authors: Un-Hyang Ho, Hye-Ok Kong | Published: 2018-11-18
Benchmarking datasets for Anomaly-based Network Intrusion Detection: KDD CUP 99 alternatives
Authors: Abhishek Divekar, Meet Parekh, Vaibhav Savla, Rudra Mishra, Mahesh Shirole | Published: 2018-11-13
Structure and Content of the Visible Darknet
Authors: Georgia Avarikioti, Roman Brunner, Aggelos Kiayias, Roger Wattenhofer, Dionysis Zindros | Published: 2018-11-04 | Updated: 2018-11-07
Data mining for detecting Bitcoin Ponzi schemes
Authors: Massimo Bartoletti, Barbara Pes, Sergio Serusi | Published: 2018-03-01