Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
Hierarchical Classification Methods
A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats
Authors: Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek, Muna Al-Hawawreh, Md. Alamin Talukder | Published: 2024-03-17
Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data
Authors: Leijie Zhang, Ye Shi, Yu-Cheng Chang, Chin-Teng Lin | Published: 2022-09-18
CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach
Authors: Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang | Published: 2022-09-01
$p$-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
Authors: Adam Dziedzic, Stephan Rabanser, Mohammad Yaghini, Armin Ale, Murat A. Erdogdu, Nicolas Papernot | Published: 2022-07-25
FLAIR: Federated Learning Annotated Image Repository
Authors: Congzheng Song, Filip Granqvist, Kunal Talwar | Published: 2022-07-18
Integrity Authentication in Tree Models
Authors: Weijie Zhao, Yingjie Lao, Ping Li | Published: 2022-05-30 | Updated: 2022-06-23
SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel
Authors: Thomas Cochrane, Peter Foster, Varun Chhabra, Maud Lemercier, Cristopher Salvi, Terry Lyons | Published: 2021-02-16 | Updated: 2021-09-29