19 citations · 21 across the 3 of their papers we have counts for
4 papers
Automatic Open-World Reliability Assessment
Mohsen Jafarzadeh, Touqeer Ahmad, Akshay Raj Dhamija +3
Image classification in the open-world must handle out-of-distribution (OOD) images. Systems should ideally reject OOD images, or they will map atop of known classes and reduce rel…
To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics
Aurobrata Ghosh, Zheng Zhong, Steve Cruz +3
We consider an information theoretic approach to address the problem of identifying fake digital images. We propose an innovative method to formulate the issue of localizing manipu…
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…
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…