| 2026 | AsiaCCS | FLux: Covert Channels in FL through Transposed Training. | Alexandra Dmitrienko, Torsten Krau, Yisroel Mirsky |
| 2026 | NDSS | Memory Backdoor Attacks on Neural Networks. | Eden Luzon, Guy Amit, Roy Weiss, Torsten Krau, Alexandra Dmitrienko, Yisroel Mirsky |
| 2025 | AsiaCCS | AuthentiSafe: Lightweight and Future-Proof Device-to-Device Authentication for IoT. | Lukas Petzi, Torsten Krau, Alexandra Dmitrienko, Gene Tsudik |
| 2025 | ICCV | Sibai: A Few-Shot Meta-Classifier for Poisoning Detection in Federated Learning. | Melanie Gotz, Torsten Krau, Alexandra Dmitrienko |
| 2024 | AsiaCCS | Cloud-Based Machine Learning Models as Covert Communication Channels. | Torsten Krau, Jasper Stang, Alexandra Dmitrienko |
| 2024 | NDSS | Automatic Adversarial Adaption for Stealthy Poisoning Attacks in Federated Learning. | Torsten Krau, Jan Knig, Alexandra Dmitrienko, Christian Kanzow |
| 2024 | NDSS | CrowdGuard: Federated Backdoor Detection in Federated Learning. | Phillip Rieger, Torsten Krau, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi |
| 2023 | CCS | MESAS: Poisoning Defense for Federated Learning Resilient against Adaptive Attackers. | Torsten Krau, Alexandra Dmitrienko |
| 2023 | ESORICS | Security of NVMe Offloaded Data in Large-Scale Machine Learning. | Torsten Krau, Raphael Gtz, Alexandra Dmitrienko |