Floragasse 7 – 5th floor, 1040 Vienna

Anastasia Pustozerova

Anastasia Pustozerova

is researcher at SBA Research and and PhD student at TU Wien.

Research Interests

Anastasia’s research interests include privacy and security aspects of machine learning with a focus on federated learning.


Bio

Anastasia received her bachelor’s degree in Applied Mathematics & Physics from St. Petersburg University. She has a joint master’s degree from a European Master’s Program in Computational Logic (TU Wien, TU Dresden, Free University of Bozen-Bolzano).

Anastasia is currently working towards a PhD. She is involved in an European research project FeatureCloud as an expert in federated machine learning, where she is working on cyber risk assessment and mitigation.


Publications

Top Publications:

  • Information Leaks in Federated Learning (2020)
    • INPROCEEDINGS-true
    • Anastassiya Pustozerova and Rudolf Mayer
    • Workshop on Decentralized IoT Systems and Security (DISS) (NDSS 2020)
    @INPROCEEDINGS{Pustozerova2020Information,
       author = {Anastassiya Pustozerova and Rudolf Mayer},
       authorhotlist = {true},
       title = {Information Leaks in Federated Learning},
       booktitle = {Workshop on Decentralized IoT Systems and Security (DISS) (NDSS 2020)},
       year = {2020},
       month = {2},
       pdf = {https://www.ndss-symposium.org/wp-content/uploads/2020/04/diss2020-23004-paper.pdf},
    }

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