Dr. Alexander Warnecke
Dr. Alexander Warnecke
Postdoctoral 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
Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, Konrad Rieck
Lessons Learned on Machine Learning for Computer Security
Alexander Warnecke, Julian Speith, Jan-Niklas Möller, Konrad Rieck, Christof Paar
Evil from Within: Machine Learning Backdoor through Hardware Trojans
Alexander Warnecke, Lukas Pirch, Christian Wressnegger, Konrad Rieck
Machine Unlearning of Features and Labels
Alexander Warnecke, Daniel Arp, Christian Wressnegger, Konrad Rieck
Evaluating Explanation Methods for Deep Learning in Security
Researcher Spotlight: Dr. Alexander Warnecke
Congratulations to Dr. Alexander Warnecke who succesfully defended his PhD "Security Viewpoints on Explainable Machine Learning" on April 16, 2024.