7 citations · 15 across the 4 of their papers we have counts for
4 papers
OVLA: Neural Network Ownership Verification using Latent Watermarks
Feisi Fu, Wenchao Li
Ownership verification for neural networks is important for protecting these models from illegal copying, free-riding, re-distribution and other intellectual property misuse. We pr…
Dormant Neural Trojans
Feisi Fu, Panagiota Kiourti, Wenchao Li
We present a novel methodology for neural network backdoor attacks. Unlike existing training-time attacks where the Trojaned network would respond to the Trojan trigger after train…
A Tool for Neural Network Global Robustness Certification and Training
Zhilu Wang, Yixuan Wang, Feisi Fu +4
With the increment of interest in leveraging machine learning technology in safety-critical systems, the robustness of neural networks under external disturbance receives more and…
Sound and Complete Neural Network Repair with Minimality and Locality Guarantees
Feisi Fu, Wenchao Li
We present a novel methodology for repairing neural networks that use ReLU activation functions. Unlike existing methods that rely on modifying the weights of a neural network whic…