144 citations
- University of PaduaIT4 papers
- Liechtenstein InstituteLI2 papers
- Reykjavík UniversityIS2 papers
- Delft University of TechnologyNL1 paper
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE1 paper
- Eindhoven University of TechnologyNL1 paper
- Ferrari (Italy)IT1 paper
- Ghent UniversityBE1 paper
- Helmholtz Center for Information SecurityDE1 paper
- Hilti (Liechtenstein)LI1 paper
- Ludwig-Maximilians-Universität MünchenDE1 paper
- Machine ScienceUS1 paper
16 papers
Propagation Model for SSC attacks: Why SBOM (tools) don't tell the whole truth
Ljubica Grgic, Lazar Maksimovic, Pavel Laskov
Ensuring security of software supply chains (SSC) is indispensable in today's world of modern software practices. SBOM (tools) have been introduced as relevant building blocks to e…
"What is the Problem Space?" Defining Host-space Adversarial Perturbations against Network Intrusion Detection Systems
Miel Verkerken, Laurens D'hooge, Bruno Volckaert +2
Network Intrusion Detection Systems (NIDS) are now increasingly leveraging Machine Learning (ML) techniques to detect malicious network activities. Numerous papers have scrutinized…
SoK: Reshaping Research on Network Intrusion Detection Systems
Giovanni Apruzzese
Network Intrusion Detection Systems (NIDS) have been studied for decades. Hundreds of papers have, e.g., proposed ways to enhance, harden or bypass NIDS. However, the findings of p…
Adversarial News and Lost Profits: Manipulating Headlines in LLM-Driven Algorithmic Trading
Advije Rizvani, Giovanni Apruzzese, Pavel Laskov
Large Language Models (LLMs) are increasingly adopted in the financial domain. Their exceptional capabilities to analyse textual data make them well-suited for inferring the sentim…
It's not Easy: Applying Supervised Machine Learning to Detect Malicious Extensions in the Chrome Web Store
Ben Rosenzweig, Valentino Dalla Valle, Giovanni Apruzzese +1
Google Chrome is the most popular Web browser. Users can customize it with extensions that enhance their browsing experience. The most well-known marketplace of such extensions is…
E-PhishGen: Unlocking Novel Research in Phishing Email Detection
Luca Pajola, Eugenio Caripoti, Stefan Banzer +3
Every day, our inboxes are flooded with unsolicited emails, ranging between annoying spam to more subtle phishing scams. Unfortunately, despite abundant prior efforts proposing sol…