1 code implementation • 5 Apr 2022 • John Lim, Jan-Michael Frahm, Fabian Monrose
We evaluate our method on real-life data using a variety of metrics to quantify the amount of information an attacker is able to recover.
no code implementations • 1 Jan 2021 • John Lim, Fabian Monrose, Jan-Michael Frahm
We evaluate our method on real-life data using a variety of metrics to quantify the amount of information an attacker is able to recover.
1 code implementation • 12 Sep 2020 • John Lim, True Price, Fabian Monrose, Jan-Michael Frahm
This indicates that these models are able to learn rich, meaningful representations from our synthetic data and that training on the synthetic data can help overcome the issue of having small, real-life datasets for vision-based key stroke inference attacks.
1 code implementation • CVPR 2020 • Marc Eder, Mykhailo Shvets, John Lim, Jan-Michael Frahm
In this work, we propose "tangent images," a spherical image representation that facilitates transferable and scalable $360^\circ$ computer vision.
no code implementations • NeurIPS 2009 • Novi Quadrianto, John Lim, Dale Schuurmans, Tibério S. Caetano
The second is a min-min reformulation consisting of fast alternating steps of closed-form updates.