Analyzing the Real-World Applicability of DGA Classifiers

Analyzing the Real-World Applicability of DGA Classifiers

19 June 2020

Samuel Schüppen

Dominik Teubert

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Papers citing "Analyzing the Real-World Applicability of DGA Classifiers"

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Title
Traffic Modeling for Network Security and Privacy: Challenges Ahead Dinil Mon Divakaran AAML 116 0 0 28 Mar 2025
Towards Robust Domain Generation Algorithm Classification Arthur Drichel Marc Meyer Ulrike Meyer AAML 72 3 0 09 Apr 2024
Detection of Malicious DNS-over-HTTPS Traffic: An Anomaly Detection Approach using Autoencoders Sergio Salinas Monroy Aman Kumar Gupta Garrett Wahlstedt 23 0 0 17 Oct 2023
False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers Arthur Drichel Ulrike Meyer 50 7 0 10 Jul 2023
Open SESAME: Fighting Botnets with Seed Reconstructions of Domain Generation Algorithms N. Weissgerber Thorsten Jenke Elmar Padilla Lilli Bruckschen 25 0 0 12 Jan 2023
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 108 164 0 31 Aug 2022
Explaining Machine Learning DGA Detectors from DNS Traffic Data Giorgio Piras Maura Pintor Christian Scano Battista Biggio AAML AI4CE 33 6 0 10 Aug 2022
Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection Benedikt Holmes Arthur Drichel Ulrike Meyer 50 1 0 12 Oct 2021
The More, the Better? A Study on Collaborative Machine Learning for DGA Detection Arthur Drichel Benedikt Holmes Justus von Brandt Ulrike Meyer 152 7 0 24 Sep 2021
Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs Arthur Drichel Vincent Drury Justus von Brandt Ulrike Meyer 87 22 0 23 Jun 2021
First Step Towards EXPLAINable DGA Multiclass Classification Arthur Drichel Nils Faerber Ulrike Meyer AAML 25 17 0 23 Jun 2021
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers Arthur Drichel Ulrike Meyer Samuel Schüppen Dominik Teubert 25 14 0 01 Jul 2020