Nataliia Petliak

11 papers Unranked 11
YearRankTypeTitle / 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