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portfolio

publications

One Does Not Simply Score a Website: Evaluating Website Security Scoring Algorithms

Daan Vansteenhuyse, Victor Le Pochat, Gertjan Franken and Lieven Desmet

We evaluated and compared different security scoring algorithms showing among others the lack of agreement between those algorithms and the possibility of inflating security scores.

Published in 10th International Workshop on Traffic Measurements for Cybersecurity (WTMC 2025) , 2025

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From Reports to Insights: Challenges and Opportunities in Citizen-Driven Malicious Website Datasets

Daan Vansteenhuyse, Hadji Musaev and Lieven Desmet

We study a regional user-reported dataset comprised of suspicious websites and investigate the use of topic modeling as a cybercrime analysis tool.

Published in 8th Workshop on Measurements, Attacks, and Defenses for the Web (MADWeb 2026) , 2026

talks

teaching

Informaticawerktuigen (2024, 2025)

I am an active TA in the course “Informaticawerktuigen” at the KU Leuven where we teach first year IT-students the basics of a diverse set of computer science tools.

University course, KU Leuven, 2024

Software Ontwerp (2025, 2026)

I am an active TA in the course “SWOP” at the KU Leuven where we learn students the first concepts of software design in an Object-oriented language.

University course, KU Leuven, 2025