Fast and Effective Robustness Certification

Gagandeep Singh, Timon Gehr, Matthew Mirman, Markus Püschel, Martin Vechev

Neural Information Processing Systems 

These benefits are due to carefully designed approximations tailored to the setting of neural networks.