conftrace_

global robustness

5 papers

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Co-occurring keywords

adversarial robustness (1341) adversarial example (564) neural network verification (106) certified robustness (116) model ranking (25) relu network (143) individual fairness (55) relu neural network (35) neural network repair (4) provable guarantee (19)

Papers

GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NIPS 2024
REGLO: Provable Neural Network Repair for Global Robustness Properties AAAI 2024
Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023
Globally-Robust Neural Networks ICML 2021
Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance IJCAI 2019