Lukas Bieringer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Quantitative Data

Intrusion Detection

Machine Learning

Security Systems

Top Venues

USENIX Security Symposium

SOUPS @ USENIX Security Symposium

IEEE Trans. Instrum. Meas.

Publications

Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Alexandre Alahi
When Your AI Becomes a Target: AI Security Incidents and Best Practices. AAAI (2024)
Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Alexandre Alahi
Towards More Practical Threat Models in Artificial Intelligence Security. USENIX Security Symposium (2024)
Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Katharina Krombholz
Machine Learning Security in Industry: A Quantitative Survey. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Kathrin Grosse, Lukas Bieringer, Tarek R. Besold, Battista Biggio, Katharina Krombholz
Machine Learning Security in Industry: A Quantitative Survey. IEEE Trans. Instrum. Meas. 72 (2023)
Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold, Alexandre Alahi
Towards more Practical Threat Models in Artificial Intelligence Security. CoRR (2023)
Kathrin Grosse, Lukas Bieringer, Tarek Richard Besold, Battista Biggio, Katharina Krombholz
"Why do so?" - A Practical Perspective on Machine Learning Security. CoRR (2022)
Lukas Bieringer, Kathrin Grosse, Michael Backes, Battista Biggio, Katharina Krombholz
Industrial practitioners' mental models of adversarial machine learning. SOUPS @ USENIX Security Symposium (2022)
Lukas Bieringer, Kathrin Grosse, Michael Backes, Katharina Krombholz
Mental Models of Adversarial Machine Learning. CoRR (2021)