Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection
Authors: Haihua Chen, Ngan Tran, Anand Sagar Thumati, Jay Bhuyan, Junhua Ding | Published: 2021-05-20
Data Preprocessing
ADASYN-Random Forest Based Intrusion Detection Model
Authors: Zhewei Chen, Wenwen Yu, Linyue Zhou | Published: 2021-05-10 | Updated: 2022-04-14
Tackling Imbalanced Data in Cybersecurity with Transfer Learning: A Case with ROP Payload Detection
Authors: Haizhou Wang, Peng Liu | Published: 2021-05-06
Extending Isolation Forest for Anomaly Detection in Big Data via K-Means
Authors: Md Tahmid Rahman Laskar, Jimmy Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu | Published: 2021-04-27
Ponzi Scheme Detection in EthereumTransaction Network
Authors: Shanqing Yu, Jie Jin, Yunyi Xie, Jie Shen, Qi Xuan | Published: 2021-04-17
Early Detection of In-Memory Malicious Activity based on Run-time Environmental Features
Authors: Dorel Yaffe, Danny Hendler | Published: 2021-03-30
Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection
Authors: Adarsh Kyadige, Ethan M. Rudd, Konstantin Berlin | Published: 2019-05-16
Fooling Computer Vision into Inferring the Wrong Body Mass Index
Authors: Owen Levin, Zihang Meng, Vikas Singh, Xiaojin Zhu | Published: 2019-05-16
Active Learning for Network Intrusion Detection
Authors: Amir Ziai | Published: 2019-04-02
A Machine Learning Framework for Biometric Authentication using Electrocardiogram
Authors: Song-Kyoo Kim, Chan Yeob Yeun, Ernesto Damiani, Nai-Wei Lo | Published: 2019-03-29 | Updated: 2019-08-05