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Bojan Kolosnjaji
Bojan Kolosnjaji
Researcher, PhD Student, Technical University of Munich
Verified email at sec.in.tum.de - Homepage
Title
Cited by
Cited by
Year
Deep learning for classification of malware system call sequences
B Kolosnjaji, A Zarras, G Webster, C Eckert
AI 2016: Advances in Artificial Intelligence: 29th Australasian Joint …, 2016
6282016
Adversarial malware binaries: Evading deep learning for malware detection in executables
B Kolosnjaji, A Demontis, B Biggio, D Maiorca, G Giacinto, C Eckert, ...
2018 26th European signal processing conference (EUSIPCO), 533-537, 2018
3882018
Empowering convolutional networks for malware classification and analysis
B Kolosnjaji, G Eraisha, G Webster, A Zarras, C Eckert
2017 International Joint Conference on Neural Networks (IJCNN), 3838-3845, 2017
1142017
Neural network-based user-independent physical activity recognition for mobile devices
B Kolosnjaji, C Eckert
Intelligent Data Engineering and Automated Learning–IDEAL 2015: 16th …, 2015
632015
Classifying malware attacks in IaaS cloud environments
N Rakotondravony, B Taubmann, W Mandarawi, E Weishäupl, P Xu, ...
Journal of Cloud Computing 6, 1-12, 2017
542017
Adaptive semantics-aware malware classification
B Kolosnjaji, A Zarras, T Lengyel, G Webster, C Eckert
International Conference on Detection of Intrusions and Malware, and …, 2016
402016
Finding the Needle: A Study of the PE32 Rich Header and Respective Malware Triage
GD Webster, B Kolosnjaji, C von Pentz, J Kirsch, ZD Hanif, A Zarras, ...
Detection of Intrusions and Malware, and Vulnerability Assessment: 14th …, 2017
332017
Manis: Evading malware detection system on graph structure
P Xu, B Kolosnjaji, C Eckert, A Zarras
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 1688-1695, 2020
162020
CloudIDEA: a malware defense architecture for cloud data centers
A Fischer, T Kittel, B Kolosnjaji, TK Lengyel, W Mandarawi, H de Meer, ...
On the Move to Meaningful Internet Systems: OTM 2015 Conferences …, 2015
152015
Architecture for Resource-Aware VMI-based Cloud Malware Analysis
B Taubmann, B Kolosnjaji
Proceedings of the 4th Workshop on Security in Highly Connected IT Systems …, 2017
92017
Learning on a Budget for User Authentication on Mobile Devices
B Kolosnjaji, A Hüfner, C Eckert, A Zarras
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
32018
Network inventory management and anomaly detection system
H Xiao, G Webster, B Kolosnjaji, A Carney
US Patent App. 17/945,711, 2024
2024
Label-Efficient and Robust Learning from Multiple Experts
B Kolosnjaji, A Zarras
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
2023
Lehrstuhl für Sicherheit in der Informatik
DO Titze
Universität München, 2019
2019
Machine Learning for Anomaly Detection Under Constraints
B Kolosnjaji
Technische Universität München, 2019
2019
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