2022 IEEE International Conference on Assured Autonomy (ICAA)

Adversarial Email Generation against Spam Detection Models through Feature Perturbation

Pub Date : 2022-03-01 DOI: 10.1109/ICAA52185.2022.00019 Qi Cheng, Anyi Xu, Xiangyang Li, Leah Ding

Layer-Wise Analysis of Neuron Activation Values for Performance Verification of Artificial Neural Network Classifiers

Pub Date : 2022-03-01 DOI: 10.1109/ICAA52185.2022.00016 Darryl Hond, H. Asgari, Leonardo Symonds, M. Newman

On Using Real-Time Reachability for the Safety Assurance of Machine Learning Controllers

Pub Date : 2022-03-01 DOI: 10.1109/ICAA52185.2022.00010 Patrick Musau, Nathaniel P. Hamilton, Diego Manzanas Lopez, Preston K. Robinette, Taylor T. Johnson