Nataliia Petliak

11 papers Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An explainable artificial intelligence approach for detecting network attacks. ExplAI Dmytro Tymoshchuk, Andriy Sverstiuk, Yurii Klots, Nataliia Petliak, Vira Titova
2025	—	`conf`	AutoML and explainable AI-based approach to enhance the efficiency and interpretability of IDS. AdvAIT Dmytro Tymoshchuk, Nataliya Zagorodna, Yurii Klots, Vasyl Yatskiv, Nataliia Petliak
2025	—	`conf`	Detection of multi-vector attacks in IoT networks: a graph attention network-based approach. ITTAP Mykola Stetsiuk, Yurii Klots, Dmytro Tymoshchuk, Mikolaj P. Karpinski, Nataliia Petliak
2025	—	`conf`	Intelligent data monitoring anomaly detection system based on statistical and machine learning approaches. CSDP Yurii Klots, Vira Titova, Nataliia Petliak, Dmytro Tymoshchuk, Nataliya Zagorodna
2024	—	`conf`	Attack detection system based on network traffic analysis by means of fuzzy inference. AdvAIT Nataliia Petliak, Yurii Klots, Vira Titova, Abdel-Badeeh M. Salem
2024	—	`conf`	Detection of network attacks in cyber-physical systems using a rule-based logical neural network. ICyberPhyS Vira Titova, Yurii Klots, Viktor Cheshun, Nataliia Petliak, Abdel-Badeeh M. Salem
2024	—	`conf`	Explainable Deep Learning for Interpretable Brain Tumor Diagnosis from MRI Images. ISDMCI (1) Eduard Manziuk, Olexander Barmak, Iurii Krak, Nataliia Petliak, Zhenzhen Jin, Pavlo Radiuk
2024	—	`conf`	Machine Learning system for detecting malicious traffic generated by IoT devices. CITI Yurii Klots, Nataliia Petliak, Serhii Martsenko, Vitaliy Tymoshchuk, Ievgen Bondarenko
2023	—	`conf`	Evaluation of the efficiency of the system for detecting malicious outgoing traffic in public networks. DESSERT Yurii Klots, Nataliia Petliak, Vira Titova
2023	—	`conf`	Signature-based approach to detecting malicious outgoing traffic. IntelITSIS Nataliia Petliak, Yurii Klots, Vira Titova, Viktor Cheshun, Artem Boyarchuk
2022	—	`conf`	Research of the Neural Network Module for Detecting Anomalies in Network Traffic. IntelITSIS Yurii Klots, Vira Titova, Nataliia Petliak, Viktor Cheshun, Abdel-Badeeh M. Salem

Kai Greshake, Sahar Abdelnabi, Shailesh Mishra, Christoph Endres, Thorsten Holz, Mario Fritz