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PhD Student

Tobias Lorenz

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Im Oberen Werk 1
66386 St. Ingbert (Germany)

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Publications by Tobias Lorenz

Year 2025

2025-07

Pixel-level Certified Explanations via Randomized Smoothing

Conference / Medium

International Conference on Machine Learning (ICML)

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Trustworthy Information Processing
Authors
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Year 2024

2024-09-10

FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks

Conference / Medium

German Conference on Pattern Recognition (GCPR)

Tags
Reliable Security Guarantees
Authors
Full Paper Visit Detail Page
2024-07

Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing

Conference / Medium

International Conference on Machine Learning (ICML)

Tags
Reliable Security Guarantees
Authors
Full Paper Visit Detail Page

Year 2023

2023-11-30

Certifiers Make Neural Networks Vulnerable to Availability Attacks

Conference / Medium

ACM Workshop on Artificial Intelligence and Security (AISec)

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Trustworthy Information Processing
Authors
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Year 2021

2021-10-17

Robustness Certification for Point Cloud Models

Conference / Medium

IEEE International Conference on Computer Vision (ICCV)

Tags
Reliable Security Guarantees
Authors
  • Tobias Lorenz
  • Anian Ruoss
  • Mislav Balunović
  • Gagandeep Singh
  • Martin Vechev
Full Paper Visit Detail Page