Researchers



Results 1-14 of 14
Issue DateTitleAuthor(s)TypeМp-cat.
2026The Future of Web Security: Advanced Testing and Cryptographic DefenseHyka, Dolantina; Vuka, Erarda; Milošević, Marija  Article
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2025Evaluating Popular Network Intrusion Detection Datasets: Characteristics and Implications for Real-World UseMilosevic, Marija  ; Koteska, Bojana; Ćirić, Vladimir  ; Velinov, Goran; Vojinović, Oliver  Conference Paper
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2025Development of an Advanced Intrusion Detection System using AutoencodersMilošević, Marija  ; Ćirić, Vladimir  ; Stoimenov, Leonid  ; Milentijević, Ivan  Conference Paper
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2025Learning from the Enemy: Attack-Driven Autoencoder Training for Network SecurityMilošević, Marija  ; Stoimenov, Leonid  ; Milentijević, Ivan  ; Changda Wang; Ćirić, Vladimir  Conference Paper
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2025Comparative Analysis and Novel Architectural Integration of AI Models for Next-Generation Intrusion DetectionMilošević, Marija  ; Dedinec, Aleksandra; Koteska, Bojana; Mishev, Anastas; Stoimenov, Leonid  Conference Paper
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2025Cybersecurity Awareness and Education for Young Internet Users: A Comprehensive Analysis of Prevention StrategiesHyka, Dolantina; Meçaj, Jurgen; Kodra, Festim; Milošević, Marija  ; Ćirić, Vladimir  Conference Paper
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2025Assessment of Wireless Network Security ProtocolsMilošević, Marija  ; Drašković, Vukadin  ; Ćirić, Vladimir  Conference Paper
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2024Modular deep learning-based network intrusion detection architecture for real-world cyber-attack simulationĆirić, Vladimir  ; Milošević, Marija  ; Sokolović, Danijel; Milentijević, Ivan  Article
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2024Autoencoder-Based Network Intrusion Detection on Multiple DatasetsĆirić, Vladimir  ; Milojković, Aleksa; Miloševic, Marija  Conference Paper
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2024Network Intrusion Detection using Weighted Voting Ensemble Deep Learning ModelMilošević, Marija  ; Ćirić, Vladimir  ; Milentijević, Ivan  Conference Paper
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2024Intrusion Detection System for Multiclass Detection based on a Convolutional Neural NetworkMiloševic, Marija  ; Ćirić, Vladimir  ; Milentijević, Ivan  Conference Paper
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2023Design and Implementation of a Lightweight Application for Network Overload MonitoringMilošević, Marija  ; Spasić, Milica; Ćirić, Vladimir  Conference Paper
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2023Clustering and Visualization of Network Security-Related Data using Elastic StackĆirić, Vladimir  ; Milošević, Marija  ; Mladenović, Luka; Milentijević, Ivan  Conference Paper
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2022Extreme minority class detection in imbalanced data for network intrusionMilošević, Marija  ; Ćirić, Vladimir  Article
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