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07/10/2023
False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA Classifiers
The problem of revealing botnet activity through Domain Generation Algor...
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05/30/2022
Detecting Unknown DGAs without Context Information
New malware emerges at a rapid pace and often incorporates Domain Genera...
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11/26/2021
CoinPrune: Shrinking Bitcoin's Blockchain Retrospectively
Popular cryptocurrencies continue to face serious scalability issues due...
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10/12/2021
Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection
The goal of Domain Generation Algorithm (DGA) detection is to recognize ...
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09/24/2021
The More, the Better? A Study on Collaborative Machine Learning for DGA Detection
Domain generation algorithms (DGAs) prevent the connection between a bot...
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06/23/2021
Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs
Current popular phishing prevention techniques mainly utilize reactive b...
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06/23/2021
First Step Towards EXPLAINable DGA Multiclass Classification
Numerous malware families rely on domain generation algorithms (DGAs) to...
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07/01/2020
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers
Numerous machine learning classifiers have been proposed for binary clas...
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06/19/2020
Analyzing the Real-World Applicability of DGA Classifiers
Separating benign domains from domains generated by DGAs with the help o...
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04/15/2020