Validating static call graph-based malware signatures using community detection methods

ESANN, 2021

View Paper

Malware classification based on graph convolutional neural networks and static call graph features

IEA/AIE, 2022

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Malware analysis and static call graph generation with Radare2

Studia Universitatis Informatica, 2023

View Paper Kaggle dataset

Towards a malware family classification model using static call graph instruction visualization

NSS, 2024

Latest work

View Paper

malflow Kaggle dataset

PhD defense | Sept. 2025

Additional research

Network Analysis Based on Important Node Selection and Community Detection

MDPI Mathematics, 2021

Paper

Network optimization problem applicable for breast cancer screening cost minimization

Studia Universitatis Informatica, 2025

Paper

Presentations

IEA/AIE, Kitakyushu, Japan | July 2022

Session Chair & Speaker

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"Malware classification based on graph convolutional neural networks and static call graph features"

IT Days | November 2022

Joint Speaker

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"Research and Academic Initiatives in Cyber Security at Babeș-Bolyai University"

14th Joint Conference on Mathematics and Computer Science | Nov. 2022

Speaker Program

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"Malware analysis and static call graph generation with Radare2"

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"Network optimization problem applicable for breast cancer screening cost minimization"

BIP UBB | May 2024

Speaker

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"Community detection, graph convolutional nets, image processing, signature extraction in malware analysis"

NSS-SocialSec, Abu Dhabi, UAE | Nov. 2024

Speaker

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"Towards a malware family classification model using static call graph instruction visualization"