Bojan Kolosnjaji

According to our database, Bojan Kolosnjaji authored at least 13 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Label-Efficient and Robust Learning from Multiple Experts.

Bojan Kolosnjaji, Apostolis Zarras

Proceedings of the IEEE International Conference on Acoustics, 2023

2020

MANIS: evading malware detection system on graph structure.

Peng Xu, Bojan Kolosnjaji, Claudia Eckert, Apostolis Zarras

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2019

Machine Learning for Anomaly Detection under Constraints.

Bojan Kolosnjaji

PhD thesis, 2019

2018

Learning on a Budget for User Authentication on Mobile Devices.

Bojan Kolosnjaji, Antonia Hufner, Claudia Eckert, Apostolis Zarras

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables.

Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Classifying malware attacks in IaaS cloud environments.

Noëlle Rakotondravony, Benjamin Taubmann, Waseem Mandarawi, Eva Weishäupl, Peng Xu, Bojan Kolosnjaji, Mykolai Protsenko, Hermann de Meer, Hans P. Reiser

J. Cloud Comput., 2017

Empowering convolutional networks for malware classification and analysis.

Bojan Kolosnjaji, Ghadir Eraisha, George D. Webster, Apostolis Zarras, Claudia Eckert

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Finding the Needle: A Study of the PE32 Rich Header and Respective Malware Triage.

George D. Webster, Bojan Kolosnjaji, Christian von Pentz, Julian Kirsch, Zachary D. Hanif, Apostolis Zarras, Claudia Eckert

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2017

Architecture for Resource-Aware VMI-based Cloud Malware Analysis.

Benjamin Taubmann, Bojan Kolosnjaji

Proceedings of the 4th Workshop on Security in Highly Connected IT Systems, 2017

2016

Adaptive Semantics-Aware Malware Classification.

Bojan Kolosnjaji, Apostolis Zarras, Tamas K. Lengyel, George D. Webster, Claudia Eckert

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2016

Deep Learning for Classification of Malware System Call Sequences.

Bojan Kolosnjaji, Apostolis Zarras, George D. Webster, Claudia Eckert

Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

2015

CloudIDEA: A Malware Defense Architecture for Cloud Data Centers.

Andreas Fischer, Thomas Kittel, Bojan Kolosnjaji, Tamas K. Lengyel, Waseem Mandarawi, Hermann de Meer, Tilo Müller, Mykola Protsenko, Hans P. Reiser, Benjamin Taubmann, Eva Weishäupl

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2015 Conferences, 2015

Neural Network-Based User-Independent Physical Activity Recognition for Mobile Devices.

Bojan Kolosnjaji, Claudia Eckert

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015