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

  • 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 .

 

Publications

Title Author(s)
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 (2020)
Becker, Franziska
Drichel, Arthur
Muller, Christoph
Ertl, Thomas
How to Securely Prune Bitcoin’s Blockchain
Contribution to a conference proceedings (2020)
Matzutt, Roman (Corresponding author)
Kalde, Benedikt
Pennekamp, Jan
Drichel, Arthur
Henze, Martin
Wehrle, Klaus
Leveraging Machine Learning for DGA Detection
Conference Presentation (2020)
Drichel, Arthur (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)