82 citations · 133 across the 12 of their papers we have counts for
4 papers · 1 filter
Adversarial Robustness: Softmax versus Openmax
Andras Rozsa, Manuel Günther, Terrance E. Boult
Deep neural networks (DNNs) provide state-of-the-art results on various tasks and are widely used in real world applications. However, it was discovered that machine learning model…
Toward Open-Set Face Recognition
Manuel Günther, Steve Cruz, Ethan M. Rudd +1
Much research has been conducted on both face identification and face verification, with greater focus on the latter. Research on face identification has mostly focused on using cl…
Automated U.S Diplomatic Cables Security Classification: Topic Model Pruning vs. Classification Based on Clusters
Khudran Alzhrani, Ethan M. Rudd, C. Edward Chow +1
The U.S Government has been the target for cyber-attacks from all over the world. Just recently, former President Obama accused the Russian government of the leaking emails to Wiki…
Open Set Intrusion Recognition for Fine-Grained Attack Categorization
Steve Cruz, Cora Coleman, Ethan M. Rudd +1
Confidently distinguishing a malicious intrusion over a network is an important challenge. Most intrusion detection system evaluations have been performed in a closed set protocol…