Comparison of Machine Learning and Deep Learning Models for Network Intrusion Detection Systems N Thapa, Z Liu, DB Kc, B Gokaraju, K Roy Future Internet 12 (10), 167, 2020 | 47 | 2020 |
Anomaly Detection on IoT Network Intrusion Using Machine Learning Z Liu, N Thapa, A Shaver, K Roy, X Yuan, S Khorsandroo 2020 International Conference on Artificial Intelligence, Big Data …, 2020 | 47 | 2020 |
Touch-Based Active Cloud Authentication Using Traditional Machine Learning and LSTM on a Distributed Tensorflow Framework DJ Gunn, Z Liu, R Dave, X Yuan, K Roy International Journal of Computational Intelligence and Applications 18 (04 …, 2019 | 35 | 2019 |
Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1—A New IoT Dataset Z Liu, N Thapa, A Shaver, K Roy, M Siddula, X Yuan, A Yu Sensors 21 (14), 4834, 2021 | 22 | 2021 |
Deepfake detection on publicly available datasets using modified AlexNet D Xie, P Chatterjee, Z Liu, K Roy, E Kossi 2020 IEEE symposium series on computational intelligence (SSCI), 1866-1871, 2020 | 7 | 2020 |
Anomaly Based Intrusion Detection for IoT with Machine Learning A Shaver, Z Liu, N Thapa, K Roy, B Gokaraju, X Yuan 2020 IEEE Applied Imagery Pattern Recognition Workshop (AIPR), 1-6, 2020 | 7 | 2020 |
Secure Cyber Defense: An Analysis of Network Intrusion-Based Dataset CCD-IDSv1 with Machine Learning and Deep Learning Models N Thapa, Z Liu, A Shaver, A Esterline, B Gokaraju, K Roy Electronics 10 (15), 1747, 2021 | 5 | 2021 |
Teaching SDN Security Using Hands-on Labs in CloudLab X Yuan, Z Liu, Y Park, H Hu, H Li Journal of The Colloquium for Information Systems Security Education 7 (1), 6-6, 2020 | 1 | 2020 |
Trustworthy intrusion detection for IoT networks using CNN and AIGAN Z Liu North Carolina A&T State University, 2022 | | 2022 |
Journal of The Colloquium for Information SystemsSecurity Educatio X Yuan, Z Liu, Y Park, H Hu, H Li Journal of the Colloquium for Information System Security Education 7 (1), 2020 | | 2020 |
Ransomware’s Origin, Explosions and its Evolution Z Liu, H Yu INTERNATIONAL JOURNAL OF ADVANCES IN ELECTRONICS AND COMPUTER SCIENCE …, 2018 | | 2018 |