Torsten Krauß

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Communication Channels

Confidence Scores

Machine Learning Models

Top Venues

USENIX Security Symposium

Publications

Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
Verify your Labels! Trustworthy Predictions and Datasets via Confidence Scores. USENIX Security Symposium (2024)
Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
Cloud-Based Machine Learning Models as Covert Communication Channels. AsiaCCS (2024)
Jasper Stang, Torsten Krauß, Alexandra Dmitrienko
DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification. CoRR (2024)
Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
ClearStamp: A Human-Visible and Robust Model-Ownership Proof based on Transposed Model Training. USENIX Security Symposium (2024)
Torsten Krauß, Raphael Götz, Alexandra Dmitrienko
Security of NVMe Offloaded Data in Large-Scale Machine Learning. ESORICS (4) (2023)
Torsten Krauß, Alexandra Dmitrienko
Avoid Adversarial Adaption in Federated Learning by Multi-Metric Investigations. CoRR (2023)
Torsten Krauß, Jasper Stang, Alexandra Dmitrienko
ClearMark: Intuitive and Robust Model Watermarking via Transposed Model Training. CoRR (2023)
Torsten Krauß, Alexandra Dmitrienko
MESAS: Poisoning Defense for Federated Learning Resilient against Adaptive Attackers. CCS (2023)
Phillip Rieger, Torsten Krauß, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis. CoRR (2022)