Dainius Ceponis

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Operating System

Anomaly Detection

Top Venues

Secur. Commun. Networks

J. Internet Serv. Inf. Secur.

Balt. J. Mod. Comput.

Publications

Nana Kwame Gyamfi, Nikolaj Goranin, Dainius Ceponis
An Empirical Determination of Optimum Artificial Intelligence Algorithm: Detection Using Signal-to-Noise Ratio Approach. IEEE Access 12 (2024)
Nana Kwame Gyamfi, Dainius Ceponis, Nikolaj Goranin
Automated System-Level Anomaly Detection and Classification Using Modified Random Forest. ICAIC (2022)
Nana Kwame Gyamfi, Nikolaj Goranin, Dainius Ceponis, Antanas Cenys
Malware Detection Using Convolutional Neural Network, A Deep Learning Framework: Comparative Analysis. J. Internet Serv. Inf. Secur. 12 (4) (2022)
Dainius Ceponis, Nikolaj Goranin
Evaluation of Deep Learning Methods Efficiency for Malicious and Benign System Calls Classification on the AWSCTD. Secur. Commun. Networks 2019 (2019)
Dainius Ceponis, Nikolaj Goranin
Towards a Robust Method of Dataset Generation of Malicious Activity for Anomaly-Based HIDS Training and Presentation of AWSCTD Dataset. Balt. J. Mod. Comput. 6 (3) (2018)
Dainius Ceponis, Nikolaj Goranin
Towards a Robust Method of Dataset Generation of Malicious Activity on a Windows-Based Operating System for Anomaly-Based HIDS Training. Doctoral Consortium/Forum@DB&IS (2018)