Predicting Domain Generation Algorithms with Long Short-Term Memory Networks

• Towards Robust Domain Generation Algorithm Classification

  2024 ACM Asia Conference on Computer and Communications Security (ASIA CCS) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  6

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

  2023 International Symposium on Research in Attacks, Intrusions and Defenses (RAID) conference-paper Computer Science Spam and Phishing Detection Open access

  10

  citations
• Detecting Unknown DGAs without Context Information

  2022 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Advanced Malware Detection Techniques Open access

  4

  citations
• Towards Privacy-Preserving Classification-as-a-Service for DGA Detection

  2021 International Conference on Privacy, Security and Trust (PST) conference-paper Computer Science Privacy-Preserving Technologies in Data

  6

  citations
• The More, the Better

  2021 conference-paper Computer Science Spam and Phishing Detection Open access

  9

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

  2021 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Spam and Phishing Detection Open access

  25

  citations
• First Step Towards EXPLAINable DGA Multiclass Classification

  2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Malware Detection Techniques

  15

  citations
• Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection

  2020 IEEE Symposium on Visualization for Cyber Security (VIZSEC) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  15

  citations
• Analyzing the real-world applicability of DGA classifiers

  2020 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Spam and Phishing Detection Open access

  32

  citations
• Making use of NXt to nothing

  2020 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Advanced Malware Detection Techniques Open access

  16

  citations

10 results