Lukas Gosch
Scholar

Lukas Gosch

Google Scholar ID: ilCFrEMAAAAJ
PhD Student, Technical University of Munich
OptimizationGraph Neural NetworksRobustness VerificationAdversarial Robustness
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Citations & Impact
All-time
Citations
163
 
H-index
5
 
i10-index
4
 
Publications
12
 
Co-authors
19
list available
Contact
No contact links provided.
Publications
4 items
Exact Certification of Neural Networks and Partition Aggregation Ensembles against Label Poisoning
2026
Cited
0
Exact Certification of (Graph) Neural Networks Against Label Poisoning
arXiv.org · 2024
Cited
0
Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks
Trans. Mach. Learn. Res. · 2024
Cited
3
Assessing Robustness via Score-Based Adversarial Image Generation
arXiv.org · 2023
Cited
4
Resume (English only)
Co-authors
19 total
Stephan Günnemann
Stephan Günnemann
Professor of Computer Science, Technical University of Munich
Simon Geisler
Simon Geisler
Google Research
Co-author 3
Co-author 3
Bertrand Charpentier
Bertrand Charpentier
Pruna AI, Ex-Technical University of Munich, Ex-Twitter
Yan Scholten
Yan Scholten
Technical University of Munich
Mahalakshmi Sabanayagam
Mahalakshmi Sabanayagam
PhD, Technical University of Munich
Debarghya Ghoshdastidar
Debarghya Ghoshdastidar
Technical University of Munich
Co-author 8
Co-author 8