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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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02/27/2023
Efficient Privacy-Preserving Approximation of the Kidney Exchange Problem
The kidney exchange problem (KEP) seeks to find possible exchanges among...
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08/24/2022
Solving the Kidney Exchange Problem Using Privacy-Preserving Integer Programming
The kidney exchange problem (KEP) is to find a constellation of exchange...
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08/15/2022
A Pipeline for DNS-Based Software Fingerprinting
In this paper, we present the modular design and implementation of DONUT...
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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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01/17/2022
Privacy-Preserving Maximum Matching on General Graphs and its Application to Enable Privacy-Preserving Kidney Exchange
To this day, there are still some countries where the exchange of kidney...
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11/03/2021
Introducing a Framework to Enable Anonymous Secure Multi-Party Computation in Practice
Secure Multi-Party Computation (SMPC) allows a set of parties to securel...
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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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09/23/2020
A Privacy-Preserving Protocol for the Kidney Exchange Problem
Kidney donations from living donors form an attractive alternative to lo...
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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