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Tobias Lorenz

Orcid: 0000-0003-4369-2644

Affiliations:
  • CISPA Helmholtz Center for Information Security, Saarbrücken, Germany
  • Max Planck Institute for Informatics, Saarbrücken, Germany (former)


According to our database1, Tobias Lorenz authored at least 7 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2024
BiCert: A Bilinear Mixed Integer Programming Formulation for Precise Certified Bounds Against Data Poisoning Attacks.
[BibTeX]
[DOI]
Tobias Lorenz
,
Marta Kwiatkowska
,
Mario Fritz
CoRR, 2024

FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks.
[BibTeX]
[DOI]
Tobias Lorenz
,
Marta Kwiatkowska
,
Mario Fritz
CoRR, 2024

Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing.
[BibTeX]
[DOI]
Alaa Anani
,
Tobias Lorenz
,
Bernt Schiele
,
Mario Fritz
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Certifiers Make Neural Networks Vulnerable to Availability Attacks.
[BibTeX]
[DOI]
Tobias Lorenz
,
Marta Kwiatkowska
,
Mario Fritz
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

2021
Backdoor Attacks on Network Certification via Data Poisoning.
[BibTeX]
[DOI]
Tobias Lorenz
,
Marta Kwiatkowska
,
Mario Fritz
CoRR, 2021

Robustness Certification for Point Cloud Models.
[BibTeX]
[DOI]
Tobias Lorenz
,
Anian Ruoss
,
Mislav Balunovic
,
Gagandeep Singh
,
Martin T. Vechev
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2018
Feature Generating Networks for Zero-Shot Learning.
[BibTeX]
[DOI]
Yongqin Xian
,
Tobias Lorenz
,
Bernt Schiele
,
Zeynep Akata
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018


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