Bojan Kolosnjaji

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 11

Top Topics

Malware Detection

User Authentication

Stepping Stones

Top Venues

OTM Conferences

Publications

Bojan Kolosnjaji, Apostolis Zarras
Label-Efficient and Robust Learning from Multiple Experts. ICASSP (2023)
Peng Xu, Bojan Kolosnjaji, Claudia Eckert, Apostolis Zarras
MANIS: evading malware detection system on graph structure. SAC (2020)
Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. CoRR (2018)
Bojan Kolosnjaji, Antonia Hufner, Claudia Eckert, Apostolis Zarras
Learning on a Budget for User Authentication on Mobile Devices. ICASSP (2018)
Bojan Kolosnjaji, Ambra Demontis, Battista Biggio, Davide Maiorca, Giorgio Giacinto, Claudia Eckert, Fabio Roli
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables. EUSIPCO (2018)
George D. Webster, Bojan Kolosnjaji, Christian von Pentz, Julian Kirsch, Zachary D. Hanif, Apostolis Zarras, Claudia Eckert
Finding the Needle: A Study of the PE32 Rich Header and Respective Malware Triage. DIMVA (2017)
Benjamin Taubmann, Bojan Kolosnjaji
Architecture for Resource-Aware VMI-based Cloud Malware Analysis. SHCIS@DAIS (2017)
Bojan Kolosnjaji, Ghadir Eraisha, George D. Webster, Apostolis Zarras, Claudia Eckert
Empowering convolutional networks for malware classification and analysis. IJCNN (2017)
Noëlle Rakotondravony, Benjamin Taubmann, Waseem Mandarawi, Eva Weishäupl, Peng Xu, Bojan Kolosnjaji, Mykolai Protsenko, Hermann de Meer, Hans P. Reiser
Classifying malware attacks in IaaS cloud environments. J. Cloud Comput. 6 (2017)
Bojan Kolosnjaji, Apostolis Zarras, George D. Webster, Claudia Eckert
Deep Learning for Classification of Malware System Call Sequences. Australasian Conference on Artificial Intelligence (2016)
Bojan Kolosnjaji, Apostolis Zarras, Tamas K. Lengyel, George D. Webster, Claudia Eckert
Adaptive Semantics-Aware Malware Classification. DIMVA (2016)
Bojan Kolosnjaji, Claudia Eckert
Neural Network-Based User-Independent Physical Activity Recognition for Mobile Devices. IDEAL (2015)
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
CloudIDEA: A Malware Defense Architecture for Cloud Data Centers. OTM Conferences (2015)