40 citations · 46 across the 3 of their papers we have counts for
4 papers
Machine Learning Security in Industry: A Quantitative Survey
Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold +2
Despite the large body of academic work on machine learning security, little is known about the occurrence of attacks on machine learning systems in the wild. In this paper, we rep…
Security, Availability, and Multiple Information Sources: Exploring Update Behavior of System Administrators
Christian Tiefenau, Maximilian Häring, Katharina Krombholz +1
Experts agree that keeping systems up to date is a powerful security measure. Previous work found that users sometimes explicitly refrain from performing timely updates, e.g., due…
VisualPhishNet: Zero-Day Phishing Website Detection by Visual Similarity
Sahar Abdelnabi, Katharina Krombholz, Mario Fritz
Phishing websites are still a major threat in today's Internet ecosystem. Despite numerous previous efforts, similarity-based detection methods do not offer sufficient protection f…
Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction
Hosnieh Sattar, Katharina Krombholz, Gerard Pons-Moll +1
Modern approaches to pose and body shape estimation have recently achieved strong performance even under challenging real-world conditions. Even from a single image of a clothed pe…