Using Reed-Muller codes for classification with rejection and recovery

When deploying classifiers in the real world, users expect them to respond to inputs appropriately. However, traditional classifiers are not equipped to handle inputs which lie far from the distribution they were trained on. Malicious actors can exploit this defect by making adversarial perturbation...

Full description

Bibliographic Details
Main Authors: Fentham, D, Parker, D, Ryan, M
Format: Conference item
Language:English
Published: Springer 2024