55 citations · 220 across the 35 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2023★ 4 cited
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators
Nils Lukas, Florian Kerschbaum
Deepfakes refer to content synthesized using deep generators, which, when misused, have the potential to erode trust in digital media. Synthesizing high-quality deepfakes requires…
cs.LG2019★ 22 cited
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples
Nils Lukas, Yuxuan Zhang, Florian Kerschbaum
In Machine Learning as a Service, a provider trains a deep neural network and gives many users access. The hosted (source) model is susceptible to model stealing attacks, where an…