1 code implementation • 4 Sep 2024 • Alexander Hartl, Félix Iglesias Vázquez, Tanja Zseby
Streaming data analysis is increasingly required in applications, e. g., IoT, cybersecurity, robotics, mechatronics or cyber-physical systems.
1 code implementation • IEEE International Conference on Machine Learning and Applications 2022 • Alexander Hartl, Joachim Fabini, Tanja Zseby
In this paper, we show that it is indeed possible to separate packets belonging to different flows purely from patterns observed in the interleaved packet sequence.
1 code implementation • 20 Dec 2019 • Alexander Hartl, Maximilian Bachl, Joachim Fabini, Tanja Zseby
Recurrent Neural Networks (RNNs) yield attractive properties for constructing Intrusion Detection Systems (IDSs) for network data.
1 code implementation • 17 Sep 2019 • Maximilian Bachl, Alexander Hartl, Joachim Fabini, Tanja Zseby
Interest in poisoning attacks and backdoors recently resurfaced for Deep Learning (DL) applications.