Architecture-Preserving Provable Repair of Deep Neural Networks

1 code implementation • 7 Apr 2023 • Zhe Tao, Stephanie Nawas, Jacqueline Mitchell, Aditya V. Thakur

The repair has the flexibility to modify multiple layers of the DNN, and runs in polynomial time.

FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications

no code implementations • 28 Jun 2020 • Yunfei Song, Tian Liu, Tongquan Wei, Xiangfeng Wang, Zhe Tao, Mingsong Chen

Along with the proliferation of Artificial Intelligence (AI) and Internet of Things (IoT) techniques, various kinds of adversarial attacks are increasingly emerging to fool Deep Neural Networks (DNNs) used by Industrial IoT (IIoT) applications.

Federated Learning