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Lukas Pirch

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Technische Universität Berlin
Machine Learning and Security

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

© Pirch

Lukas Pirch

Doctoral Researcher

Lukas Pirch is a PhD candidate at the research group of Prof. Dr. Konrad Rieck. His main interest is about finding vulnerabilities in source code and he uses graph-based machine learning approaches.

Recent Projects:

  • VAMOS
  • IVAN

  • Graph-based machine learning
  • Vulnerability discovery

Jonas Möller, Felix Weißberg, Lukas Pirch, Thorsten Eisenhofer, Konrad Rieck

Cross-Language Differential Testing of JSON Parsers

July 01, 2024
https://mlsec.tu-berlin.de/docs/2024b-asiaccs.pdf

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