Model Robustness

Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression

Authors: Nilaksh Das, Madhuri Shanbhogue, Shang-Tse Chen, Fred Hohman, Li Chen, Michael E. Kounavis, Duen Horng Chau | Published: 2017-05-08
Model Robustness
Certified Robustness
Defense Mechanism
2017.05.08 2025.05.28
Literature Database

The Space of Transferable Adversarial Examples

Authors: Florian Tramèr, Nicolas Papernot, Ian Goodfellow, Dan Boneh, Patrick McDaniel | Published: 2017-04-11 | Updated: 2017-05-23
Model Robustness
Attack Detection
Adversarial Example Detection
2017.04.11 2025.05.28
Literature Database