1 code implementation • 2 Dec 2018 • Edward Chou, Florian Tramèr, Giancarlo Pellegrino, Dan Boneh
By leveraging the neural network's susceptibility to attacks and by using techniques from model interpretability and object detection as detection mechanisms, SentiNet turns a weakness of a model into a strength.
Cryptography and Security
1 code implementation • 8 Nov 2018 • Florian Tramèr, Pascal Dupré, Gili Rusak, Giancarlo Pellegrino, Dan Boneh
On the other, we present a concrete set of attacks on visual ad-blockers by constructing adversarial examples in a real web page context.
1 code implementation • 13 Sep 2018 • Saba Eskandarian, Jonathan Cogan, Sawyer Birnbaum, Peh Chang Wei Brandon, Dillon Franke, Forest Fraser, Gaspar Garcia Jr., Eric Gong, Hung T. Nguyen, Taresh K. Sethi, Vishal Subbiah, Michael Backes, Giancarlo Pellegrino, Dan Boneh
In this work, we present Fidelius, a new architecture that uses trusted hardware enclaves integrated into the browser to enable protection of user secrets during web browsing sessions, even if the entire underlying browser and OS are fully controlled by a malicious attacker.
Cryptography and Security