Jelena Milosevic

Dipl.-Ing. Dr. techn.
Company: Mondi Group
E-Mail: jelena.milosevic@mondigroup.com
City, State: Vienna, Austria
Time Span: September 2017 - January 2020.

Biography

Jelena Milosevic has interest and expertise in following areas: machine learning, security, and embedded systems. Currently she works as a Data Scientist supporting digitalization within industrial manufacturing business (Mondi Group). Previously, she was a post-doctoral researcher and a project assistant at the Institute of Telecommunications, TU Wien, where she worked on detection and prevention of cyber attacks in network traffic using machine learning methods. She obtained her PhD in 2017 from Faculty of Informatics, USI-Lugano, Switzerland, where her main focus was on the runtime detection of malware for resource-constrained systems using efficient, machine-learning-based methods and secure design of embedded systems. Previously, Jelena was an intern at IBM Cyber Security Center of Excellence in Beer Sheva, Israel, where she worked on the time-series analysis for anomaly detection and in Movidius an Intel Company in Dublin, Ireland, where she worked on the design and development of deep learning methods suitable for embedded environments.

Publications

  • Time, Accuracy and Power Consumption Tradeoff in Mobile Malware Detection Systems
    Milosevic, J.
    , Malek M., Ferrante A.
    Computers & Security, Elsevier, 2019
  • Power and Performance Optimized Hardware Classifiers for Efficient On-Device Malware Detection
    Wahab, M.A., Milosevic J., Regazzoni F., Ferrante A.
    Sixth Workshop on Cryptography and Security in Computing Systems, 2019, Valencia, Spain
  • Fuzzy Classification Boundaries Against Adversarial Network Attacks
    Iglesias, F., Milosevic J., Zseby T.
    Fuzzy Sets and Systems, Elsevier, 2018
  • Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs
    Bianchi F.M., Livi L., Ferrante A., Milosevic J., Malek M.
    International Joint Conference on Neural Networks IJCNN-2018, Rio de Janeiro, Brazil
  • Extinguishing Ransomware-a Hybrid Approach to Android Ransomware Detection,
    Ferrante A., Malek M., Martinelli F, Mercaldo F., Milosevic J.
    The 10th International Symposium on Foundations Practice of Security FPS-2017, Nancy, France
  • Malware Threats and Solutions for Trustworthy Mobile Systems Design,
    Milosevic, J., Regazzoni F., Malek M.
    Hardware Security and Trust: Design and Deployment of Integrated Circuits in a Threatened Environment, Springer, 2017
  • Spotting the Malicious Moment: Characterizing Malware behaviour Using Dynamic Features
    Ferrante A., Medvet E., Mercaldo F., Milosevic J., Visaggio C.A.
    The Fifth International Workshop on Security of Mobile Applications IWSMA-2016, Salzburg, Austria
  • MalAware: Effective and Efficient Run-time Mobile Malware Detector
    Milosevic, J., Ferrante A., Malek M.
    The 14th IEEE International Conference on Dependable, Autonomous and Secure Computing DASC-2016, Auckland, New Zealand
  • A Friend or a Foe? Detecting Malware Using Memory and CPU Features
    Milosevic, J., Malek M., Ferrante A.
    The 13th International Conference on Security and Cryptography SECRYPT-2016, Lisbon, Portugal
  • Runtime Classification of Mobile Malware for Resource-Constrained Devices
    Milosevic, J., Malek M., Ferrante A.
    E-Business and Telecommunications, Springer, 2017
  • What Does the Memory Say? Towards the Most Indicative Features For Efficient Malware Detection
    Milosevic, J., Ferrante A., Malek M.
    The 13th Annual IEEE Consumer Communications & Networking Conference CCNC-2016, Las Vegas, NV, USA
  • Security Challenges For Hardware Designers Of Mobile Systems
    Milosevic, J., Ferrante A., Regazzoni F.
    First Workshop On Mobile Systems Technologies 2015, Milan, Italy
  • Risk Assessment of Atrial Fibrillation: a Failure Prediction Approach
    Milosevic, J., Dittrich A., Ferrante A., Malek M., Quiros C.R., Braojos R., Ansaloni G., Atienza D.
    Computing in Cardiology 2014, Cambridge, MA, USA
  • A Resource-optimized Approach to Efficient Early Detection of Mobile Malware
    Milosevic, J.,
    Dittrich A., Ferrante A., Malek M.
    3rd International Workshop on Security of Mobile Applications – IWSMA 2014, Fribourg, Switzerland
  • Modelling Requirements for Security-enhanced Design of Embedded Systems
    Ferrante, A., Kaitovic I., Milosevic J.
    ICETE SECRYPT 2014, Vienna, Austria
  • A Security-enhanced Design Methodology for Embedded Systems
    Ferrante, A.,Milosevic J., Janjusevic M.
    ICETE SECRYPT 2013, Reykjavik, Iceland
  • Implementation of LT codes on TelosB platform
    Milosevic J.

    Best student paper award at 19th Telecommunications Forum TELFOR 2011, Belgrade, Serbia