Person
Arthur Drichel
M. Sc. RWTH
Lehr- und Forschungsgebiet IT-Sicherheit
Address
Building: UMIC Research Centre (2165)
Room: 210
Mies-van-der-Rohe-Str. 15
52074 Aachen
Research Interest
- Intrusion Detection Systems
- Privacy Enhancing Technologies
- Machine Learning
Teaching
- SS19: Datenkommunikation und Sicherheit
- SS20: Security Lab Seminar (Master)
- WS20/21: Seminar (Bachelor): Advances in Cryptography and IT-Security
- WS20/21: Seminar (Bachelor): Selected Topics in Cryptography and IT-Security
BA/MA Theses
- Available Theses:
- currently no open thesis
- In Progress:
- Utilizing Adverserial Attacks for Iterative Hardening of DGA Classifiers (BA)
- A Privacy-Preserving Machine Learning Approach for DGA Detection (MA)
- Finishes Theses:
- 2020, Benedikt Holmes, A Study of Model Inversion Defenses in Deep Learning (MA)
- 2020, Markus Baumgart, DGA Detection on Encrypted DNS Traffic using Machine Learning (MA)
- 2020, Nils Faerber, Multiclass Classification of DGAs using Classical Machine Learning Approaches (BA)
- 2019, Mike Lorang, Hardening of Domain Generation Algorithm Classifiers (MA)
If you are interested in writing a thesis related to intrusion detection feel free to contact me.
Publications
| Title | Author(s) |
|---|---|
| How to Securely Prune Bitcoin’s Blockchain Contribution to a conference proceedings (2020) | Matzutt, Roman Kalde, Benedikt Pennekamp, Jan Drichel, Arthur Henze, Martin Wehrle, Klaus |
| Leveraging Machine Learning for DGA Detection Conference Presentation (2020) | Drichel, Arthur |
| Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers Contribution to a book, Contribution to a conference proceedings (2020) | Drichel, Arthur Meyer, Ulrike Schüppen, Samuel Teubert, Dominik |
| Analyzing the Real-World Applicability of DGA Classifiers Contribution to a book, Contribution to a conference proceedings (2020) | Drichel, Arthur Meyer, Ulrike Schüppen, Samuel Teubert, Dominik |
| CloudAnalyzer: Uncovering the Cloud Usage of Mobile Apps Contribution to a book, Contribution to a conference proceedings (2017) | Henze, Martin Pennekamp, Jan Hellmanns, David Mühmer, Erik Ziegeldorf, Jan Henrik Drichel, Arthur Wehrle, Klaus |