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Technische Universität München
Foto von Manuel Brosch

M.Sc. Manuel Brosch

Research Interests

  • Side-Channel Analysis of Neural Networks, AI Hardware Accelerators and Neuromorphic Hardware
  • Countermeasures against Side-Channel Analysis
  • Secure Implementations of Neural Networks

Open Positions for Students

If you are interested in my research area, feel free to contact me for possible Bachelor Thesis, Master Thesis or research internship.

Teaching

Praktikum Messsystem- und Sensortechnik

Sichere Implementierung kryptographischer Verfahren

Publications

2024

  • Probst, Matthias and Brosch, Manuel and Gruber, Michael and Sigl, Georg: DOMREP II. 2024 IEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2024Washington DC, USA mehr…
  • Probst, Matthias and Brosch, Manuel and Sigl, Georg: Side-Channel Analysis of Integrate-and-Fire Neurons Within Spiking Neural Networks. IEEE Transactions on Circuits and Systems I: Regular Papers, 2024, 1-13 mehr…
  • Probst, Matthias and Gruber, Michael and Brosch, Manuel and Music, Tim and Sigl, Georg: Switch-Glitch : Location of Fault Injection Sweet Spots by Electro-Magnetic Emanation. 2024 Workshop on Fault Detection and Tolerance in Cryptography (FDTC), 2024Halifax - Canada mehr…
  • Schmidt, Patrick and Topko, Iuliia and Stammler, Matthias and Harbaum, Tanja and Becker, Juergen and Berner, Rico and Ahmed, Omar and Jagielski, Jakub and Seidler, Thomas and Abel, Markus and Kreutzer, Marius and Kirschner, Maximilian and Betancourt, Victor Pazmino and Sehm, Robin and Groth, Lukas and Neskovic, Andrija and Meyer, Rolf and Mulhem, Saleh and Berekovic, Mladen and Probst, Matthias and Brosch, Manuel and Sigl, Georg and Wild, Thomas and Ernst, Matthias and Herkersdorf, Andreas and Aigner, Florian and Hommes, Stefan and Lauer, Sebastian and Seidler, Maximilian and Raste, Thomas and Bozic, Gasper Skvarc and Ceberio, Ibai Irigoyen and Hassan, Muhammad and Mayer, Albrecht: EMDRIVE Architecture: Embedded Distributed Computing and Diagnostics from Sensor to Edge. 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2024Valencia, Spain mehr…

2023

  • Brosch, Manuel and Probst, Matthias and Glaser, Matthias and Sigl, Georg: A Masked Hardware Accelerator for Feed-Forward Neural Networks With Fixed-Point Arithmetic. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2023, 1-14 mehr…

2022

  • Brosch, Manuel and Probst, Matthias and Sigl, Georg: Counteract Side-Channel Analysis of Neural Networks by Shuffling. 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), IEEE, 2022Antwerp, Belgium mehr…
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