TUM Logo

Bojan Kolosnjaji

Bojan Kolosnjaji

Wimi

Address:

Technische Universität München
Chair for IT Security (I20)
Boltzmannstraße 3
85748 Garching (near Munich)
Germany


Phone: +49 (0)89 289-18585
Fax: +49 (0)89 289-18579
E-Mail:
Room: 01.08.061

Research Interests

I do research in the area of machine learning and its applications in IT security, but also in designing robust machine learning systems.

I am currently participating in the IUNO project. Previously I was active in the FORSEC research alliance.

Topics of special interest:

  • adversarial learning
  • anomaly detection under resource constraints
  • large-scale malware detection and analysis using machine learning methods (neural networks, topic modeling, kernel methods
  • general machine learning, computer vision and natural language processing

I was a Program Commitee member of: 1st International Workshop on Big Data Analytic for Cyber Crime Investigation and Prevention

Teaching

Publications

2018 Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables
Learning on a Budget for User Authentication on Mobile Devices
2017 Spoilers: Effective Malware Triage Using Hidden Fields
Finding the Needle: A Study of the PE32 Rich Header and Respective Malware Triage
Architecture for Resource-Aware VMI-based Cloud Malware Analysis
Empowering Convolutional Networks for Malware Classification and Analysis
2016 Deep Learning for Classification of Malware System Call Sequences
Adaptive Semantics-Aware Malware Classification
2015 CloudIDEA: A Malware Defense Architecture for Cloud Data Centers