Arthur Drichel

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Multiclass Classification

Class Conditional

Generation Algorithm

Trained Classifiers

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Arthur Drichel, Marc Meyer, Ulrike Meyer
Towards Robust Domain Generation Algorithm Classification. AsiaCCS (2024)
Arthur Drichel, Marc Meyer, Ulrike Meyer
Towards Robust Domain Generation Algorithm Classification. CoRR (2024)
Arthur Drichel, Benedikt von Querfurth, Ulrike Meyer
Extended Abstract: A Transfer Learning-Based Training Approach for DGA Classification. DIMVA (2024)
Arthur Drichel, Ulrike Meyer
False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers. CoRR (2023)
Arthur Drichel, Ulrike Meyer
False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers. RAID (2023)
Arthur Drichel, Justus von Brandt, Ulrike Meyer
Detecting Unknown DGAs without Context Information. ARES (2022)
Arthur Drichel, Justus von Brandt, Ulrike Meyer
Detecting Unknown DGAs without Context Information. CoRR (2022)
Benedikt Holmes, Arthur Drichel, Ulrike Meyer
Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection. CoRR (2021)
Arthur Drichel, Nils Faerber, Ulrike Meyer
First Step Towards EXPLAINable DGA Multiclass Classification. ARES (2021)
Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle
CoinPrune: Shrinking Bitcoin's Blockchain Retrospectively. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Arthur Drichel, Benedikt Holmes, Justus von Brandt, Ulrike Meyer
The More, the Better? A Study on Collaborative Machine Learning for DGA Detection. CoRR (2021)
Arthur Drichel, Vincent Drury, Justus von Brandt, Ulrike Meyer
Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs. ARES (2021)
Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle
CoinPrune: Shrinking Bitcoin's Blockchain Retrospectively. CoRR (2021)
Arthur Drichel, Vincent Drury, Justus von Brandt, Ulrike Meyer
Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs. CoRR (2021)
Arthur Drichel, Mehdi Akbari Gurabi, Tim Amelung, Ulrike Meyer
Towards Privacy-Preserving Classification-as-a-Service for DGA Detection. PST (2021)
Arthur Drichel, Nils Faerber, Ulrike Meyer
First Step Towards EXPLAINable DGA Multiclass Classification. CoRR (2021)
Arthur Drichel, Benedikt Holmes, Justus von Brandt, Ulrike Meyer
The More, the Better: A Study on Collaborative Machine Learning for DGA Detection. CYSARM@CCS (2021)
Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
Analyzing the real-world applicability of DGA classifiers. ARES (2020)
Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle
How to Securely Prune Bitcoin's Blockchain. CoRR (2020)
Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
Analyzing the Real-World Applicability of DGA Classifiers. CoRR (2020)
Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
Making use of NXt to nothing: the effect of class imbalances on DGA detection classifiers. ARES (2020)
Franziska Becker, Arthur Drichel, Christoph Müller, Thomas Ertl
Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection. VizSec (2020)
Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers. CoRR (2020)
Roman Matzutt, Benedikt Kalde, Jan Pennekamp, Arthur Drichel, Martin Henze, Klaus Wehrle
How to Securely Prune Bitcoin's Blockchain. Networking (2020)
Martin Henze, Jan Pennekamp, David Hellmanns, Erik Mühmer, Jan Henrik Ziegeldorf, Arthur Drichel, Klaus Wehrle
CloudAnalyzer: Uncovering the Cloud Usage of Mobile Apps. MobiQuitous (2017)