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Alexander Warnecke

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Technische Universität Berlin
Machine Learning and Security (MLSec)

Ernst-Reuter-Platz 7, 10587 Berlin
https://mlsec.org/

Warnecke Bifold researcher
© Warnecke

Alexander Warnecke

Doctoral Researcher

Alexander Warnecke is a PhD student at the MLSEC group of Prof. Dr. Konrad Rieck at TU Berlin. he received his Bachlor degree in Mathematics and his Master degree in Computer Science from the University of Göttingen.    

  • Machine Learning for Security Applications
  • Machine Unlearning
  • Attacks on Machine Learning Systems
     

Dilyara Bareeva, Marina M.-C. Höhne, Alexander Warnecke, Lukas Pirch, Klaus-Robert Müller, Konrad Rieck, Kirill Bykov

MANIPULATING FEATURE VISUALIZATIONS WITH GRADIENT SLINGSHOTS

January 11 , 2024
https://doi.org/10.48550/arXiv.2401.06122

Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck

Lessons Learned on Machine Learning for Computer Security

September 01 , 2023
https://doi.org/10.1109/MSEC.2023.3287207

Alexander Warnecke, Julian Speith, Jan-Niklas Möller, Konrad Rieck, Christof Paar

Evil from Within: Machine Learning Backdoor through Hardware Trojans

April 18 , 2023
https://arxiv.org/pdf/2304.08411

Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck

Machine Unlearning of Features and Labels

February 27 , 2023
https://www.ndss-symposium.org/wp-content/uploads/2023/02/ndss2023_s87_paper.pdf

Alexander Warnecke, Daniel Arp, Christian Wressnegger, Konrad Rieck

Evaluating Explanation Methods for Deep Learning in Security

September 07 , 2020
https://ieeexplore.ieee.org/document/9230374