Georgi Nikolov

A Unified Knowledge-Graph Approach for Identifying APT Behaviors Across Logs and CTI Sources

Conference paper

Georgi Nikolov, Khaled Rahal, Vinovrski Alexandre, Arbia Riahi, José Carrasquel Vera

2026

The 24th IEEE International Symposium on Network Computing and Applications

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Visual Analytics for Human-Centered Artificial Intelligence

Conference paper

Valérie Lavigne, Margaret Varga, Antti Kortemaa, Georgi Nikolov, Carsten Winkelholz, Andelica Ndoni, Cyril Ray

2026

Information Systems Technology Panel

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Enhancing Cyber Situation Awareness: Visualizing Advanced Persistent Threats as Complex Systems

Conference paper

Georgi Nikolov, Margaret Varga, Kaur Kullman, Valérie Lavigne, April Rose Panganiban

2025

International Conference on Availability, Reliability and Security

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Uncovering Malicious Persistence: Machine Learning-Based Detection of Windows Scheduled Tasks

Journal paper

Khaled Rahal, Arbia Riahi, Georgi Nikolov, Thibault Debatty, Jean-Michel Dricot

2025

Issue -3, September-December, 2025

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Cylab Activities

Tech Report

Georgi Nikolov

2025

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Cylab Projects

Tech Report

Georgi Nikolov

2025

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Evaluation of Cyber Situation Awareness - Theory, Techniques and Applications

Conference paper

Georgi Nikolov, Axelle Perez, Wim Mees

2024

ARES '24: Proceedings of the 19th International Conference on Availability, Reliability and Security

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Visualization for Cyber Complex Systems: Application, Issues and Future Work

Conference paper

Georgi Nikolov, Margaret Varga, Susan Träber Burdin, Carsten Winkelholz, Kaur Kullman, Valérie Lavigne

2024

Digital Transformation, Cybersecurity, And Resilience DIGILIENCE 2024

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Detection of APTs through the use of Visual Analytics with the MASFAD framework

Tech Report

Georgi Nikolov, Wim Mees

2024

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Detection of previously unknown Advanced Persistent Threats through Visual Analytics with the MASFAD framework

Conference paper

Georgi Nikolov, Wim Mees

2023

2023 International Conference on Military Communications and Information Systems

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Detection through Visualization for the Multi-Agent System for APT Detection

Conference paper

Georgi Nikolov, Thibault Debatty, Wim Mees

2022

Digital Transformation, Cybersecurity, And Resilience DIGILIENCE 2022

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Evaluation through deployment of the Multi-agent System For Advanced Persistent Threat Detection framework in a Cyber Range environment

Conference paper

Georgi Nikolov, Thibault Debatty, Wim Mees

2022

Digital Transformation, Cybersecurity, And Resilience DIGILIENCE 2022

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