Machine Learning-Based Intrusion Detection: Feature Selection versus Feature Extraction
Authors: Vu-Duc Ngo, Tuan-Cuong Vuong, Thien Van Luong, Hung Tran | Published: 2023-07-04
Feature Selection Method
Hardness of Deceptive Certificate Selection
Authors: Stephan Wäldchen | Published: 2023-06-07
Rethinking the Trigger-injecting Position in Graph Backdoor Attack
Authors: Jing Xu, Gorka Abad, Stjepan Picek | Published: 2023-04-05 | Updated: 2023-04-18
Effective Feature Extraction for Intrusion Detection System using Non-negative Matrix Factorization and Univariate analysis
Authors: Swapnil Mane, Vaibhav Khatavkar, Niranjan Gijare, Pranav Bhendawade | Published: 2023-04-03
A Review on the effectiveness of Dimensional Reduction with Computational Forensics: An Application on Malware Analysis
Authors: Aye Thaw Da Naing, Justin Soh Beng Guan, Yarzar Shwe Win, Jonathan Pan | Published: 2023-01-15
A Dependable Hybrid Machine Learning Model for Network Intrusion Detection
Authors: Md. Alamin Talukder, Khondokar Fida Hasan, Md. Manowarul Islam, Md Ashraf Uddin, Arnisha Akhter, Mohammad Abu Yousuf, Fares Alharbi, Mohammad Ali Moni | Published: 2022-12-08 | Updated: 2023-01-27
Empowering Graph Representation Learning with Test-Time Graph Transformation
Authors: Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu, Jiliang Tang, Neil Shah | Published: 2022-10-07 | Updated: 2023-02-26
Best Subset Selection with Efficient Primal-Dual Algorithm
Authors: Shaogang Ren, Guanhua Fang, Ping Li | Published: 2022-07-05
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
Threat Detection for General Social Engineering Attack Using Machine Learning Techniques
Authors: Zuoguang Wang, Yimo Ren, Hongsong Zhu, Limin Sun | Published: 2022-03-15 | Updated: 2022-03-17