Person

Arthur Drichel

M. Sc. RWTH
Arthur Drichel Copyright: © Research Group IT-Security, RWTH Aachen
Lehr- und Forschungsgebiet IT-Sicherheit

Address

Building: UMIC Research Centre (2165)

Room: 210

Mies-van-der-Rohe-Str. 15

52074 Aachen

Contact

WorkPhone
Phone: +49 241 80 20785
Fax Fax: +49 241 80 22731
 

Research Interest

  • Intrusion Detection Systems
  • Privacy Enhancing Technologies
  • Machine Learning
 

Teaching

  • WS20/21: Seminar (Bachelor): Advances in Cryptography and IT-Security
  • WS20/21: Seminar (Bachelor): Selected Topics in Cryptography and IT-Security
  • SS20: Security Lab Seminar (Master)
  • SS19: Datenkommunikation und Sicherheit
 

BA/MA Theses

  • Available Theses:
    • currently no open thesis
  • In Progress:
    • Adversarial Attacks and Defenses on DGA classifiers (BA)
    • Detection of new DGAs in the Multiclass DGA Classification Setting (MA)
  • Finishes Theses:
    • 2021, Tim Amelung, A Privacy-Preserving Machine Learning Approach for DGA Detection (MA)
    • 2020, Nils Eberhardt, Analyzing the Discretization Problem for Adversarial Training of DGA Detection Classifiers (BA)
    • 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 .

 

Publications

Title Author(s)
First Step Towards EXPLAINable DGA Multiclass Classification
Contribution to a book, Contribution to a conference proceedings (2021)
Drichel, Arthur
Faerber, Nils
Meyer, Ulrike
Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs
Contribution to a book, Contribution to a conference proceedings (2021)
Drichel, Arthur
Drury, Vincent Jakob
von Brandt, Justus
Meyer, Ulrike
How to Securely Prune Bitcoin's Blockchain
Contribution to a book, Contribution to a conference proceedings (2020)
Matzutt, Roman (Corresponding author)
Kalde, Benedikt (Corresponding author)
Peimekamp, Jan (Corresponding author)
Drichel, Arthur (Corresponding author)
Henze, Martin (Corresponding author)
Wehrle, Klaus (Corresponding author)
Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection
Contribution to a book, Contribution to a conference proceedings (2020)
Becker, Franziska (Corresponding author)
Drichel, Arthur (Corresponding author)
Müller, Christoph (Corresponding author)
Ertl, Thomas (Corresponding author)
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 (Corresponding author)
Meyer, Ulrike (Corresponding author)
Schüppen, Samuel (Corresponding author)
Teubert, Dominik (Corresponding author)
Analyzing the Real-World Applicability of DGA Classifiers
Contribution to a book, Contribution to a conference proceedings (2020)
Drichel, Arthur (Corresponding author)
Meyer, Ulrike (Corresponding author)
Schüppen, Samuel (Corresponding author)
Teubert, Dominik (Corresponding author)
CloudAnalyzer: Uncovering the Cloud Usage of Mobile Apps
Contribution to a book, Contribution to a conference proceedings (2017)
Henze, Martin (Corresponding author)
Pennekamp, Jan (Corresponding author)
Hellmanns, David (Corresponding author)
Mühmer, Erik (Corresponding author)
Ziegeldorf, Jan Henrik (Corresponding author)
Drichel, Arthur (Corresponding author)
Wehrle, Klaus (Corresponding author)