Arthur Drichel

According to our database, Arthur Drichel authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A Comprehensive Study on Multi-Task Learning for Domain Generation Algorithm (DGA) Detection.

Arthur Drichel, Ulrike Meyer

Proceedings of the 21st Annual International Conference on Privacy, Security and Trust, 2024

Extended Abstract: A Transfer Learning-Based Training Approach for DGA Classification.

Arthur Drichel, Benedikt von Querfurth, Ulrike Meyer

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2024

Towards Robust Domain Generation Algorithm Classification.

Arthur Drichel, Marc Meyer, Ulrike Meyer

Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023

False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers.

Arthur Drichel, Ulrike Meyer

Proceedings of the 26th International Symposium on Research in Attacks, 2023

2022

Detecting Unknown DGAs without Context Information.

Arthur Drichel, Justus von Brandt, Ulrike Meyer

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021

CoinPrune: Shrinking Bitcoin's Blockchain Retrospectively.

Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle

IEEE Trans. Netw. Serv. Manag., 2021

Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection.

Benedikt Holmes, Arthur Drichel, Ulrike Meyer

CoRR, 2021

Towards Privacy-Preserving Classification-as-a-Service for DGA Detection.

Arthur Drichel, Mehdi Akbari Gurabi, Tim Amelung, Ulrike Meyer

Proceedings of the 18th International Conference on Privacy, Security and Trust, 2021

The More, the Better: A Study on Collaborative Machine Learning for DGA Detection.

Arthur Drichel, Benedikt Holmes, Justus von Brandt, Ulrike Meyer

Proceedings of the CYSARM@CCS '21: Proceedings of the 3rd Workshop on Cyber-Security Arms Race, 2021

First Step Towards EXPLAINable DGA Multiclass Classification.

Arthur Drichel, Nils Faerber, Ulrike Meyer

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs.

Arthur Drichel, Vincent Drury, Justus von Brandt, Ulrike Meyer

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021

2020

Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection.

Franziska Becker, Arthur Drichel, Christoph Müller, Thomas Ertl

Proceedings of the 17th IEEE Symposium on Visualization for Cyber Security, VizSec 2020, 2020

How to Securely Prune Bitcoin's Blockchain.

Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle

Proceedings of the 2020 IFIP Networking Conference, 2020

Making use of NXt to nothing: the effect of class imbalances on DGA detection classifiers.

Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert

Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

Analyzing the real-world applicability of DGA classifiers.

Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert

Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2017

CloudAnalyzer: Uncovering the Cloud Usage of Mobile Apps.

Martin Henze, Jan Pennekamp, David Hellmanns, Erik Mühmer, Jan Henrik Ziegeldorf, Arthur Drichel, Klaus Wehrle

Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017