Nataliia Petliak

According to our database, Nataliia Petliak authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Detection of network attacks in cyber-physical systems using a rule-based logical neural network.

Vira Titova, Yurii Klots, Viktor Cheshun, Nataliia Petliak, Abdel-Badeeh M. Salem

Proceedings of the 1st International Workshop on Intelligent & CyberPhysical Systems (ICyberPhyS 2024), 2024

Machine Learning system for detecting malicious traffic generated by IoT devices.

Yurii Klots, Nataliia Petliak, Serhii Martsenko, Vitaliy Tymoshchuk, Ievgen Bondarenko

Proceedings of the 2nd International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2024), 2024

2023

Signature-based approach to detecting malicious outgoing traffic.

Nataliia Petliak, Yurii Klots, Vira Titova, Viktor Cheshun, Artem Boyarchuk

Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Evaluation of the efficiency of the system for detecting malicious outgoing traffic in public networks.

Yurii Klots, Nataliia Petliak, Vira Titova

Proceedings of the 13th International Conference on Dependable Systems, 2023

2022

Research of the Neural Network Module for Detecting Anomalies in Network Traffic.

Yurii Klots, Vira Titova, Nataliia Petliak, Viktor Cheshun, Abdel-Badeeh M. Salem

Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, 2022