33 citations · 148 across the 11 of their papers we have counts for
5 papers · 1 filter
CoinPrune: Shrinking Bitcoin's Blockchain Retrospectively
Roman Matzutt, Benedikt Kalde, Jan Pennekamp +3
Popular cryptocurrencies continue to face serious scalability issues due to their ever-growing blockchains. Thus, modern blockchain designs began to prune old blocks and rely on re…
Sharing FANCI Features: A Privacy Analysis of Feature Extraction for DGA Detection
Benedikt Holmes, Arthur Drichel, Ulrike Meyer
The goal of Domain Generation Algorithm (DGA) detection is to recognize infections with bot malware and is often done with help of Machine Learning approaches that classify non-res…
The More, the Better? A Study on Collaborative Machine Learning for DGA Detection
Arthur Drichel, Benedikt Holmes, Justus von Brandt +1
Domain generation algorithms (DGAs) prevent the connection between a botnet and its master from being blocked by generating a large number of domain names. Promising single-data-so…
Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs
Arthur Drichel, Vincent Drury, Justus von Brandt +1
Current popular phishing prevention techniques mainly utilize reactive blocklists, which leave a ``window of opportunity'' for attackers during which victims are unprotected. One p…
First Step Towards EXPLAINable DGA Multiclass Classification
Arthur Drichel, Nils Faerber, Ulrike Meyer
Numerous malware families rely on domain generation algorithms (DGAs) to establish a connection to their command and control (C2) server. Counteracting DGAs, several machine learni…