13 citations · 19 across the 9 of their papers we have counts for
3 papers · 1 filter
Network Anomaly Detection Using Federated Learning
William Marfo, Deepak K. Tosh, Shirley V. Moore
Due to the veracity and heterogeneity in network traffic, detecting anomalous events is challenging. The computational load on global servers is a significant challenge in terms of…
Adversarial Sampling for Fairness Testing in Deep Neural Network
Tosin Ige, William Marfo, Justin Tonkinson +2
In this research, we focus on the usage of adversarial sampling to test for the fairness in the prediction of deep neural network model across different classes of image in a given…
Condition monitoring and anomaly detection in cyber-physical systems
William Marfo, Deepak K. Tosh, Shirley V. Moore
The modern industrial environment is equipping myriads of smart manufacturing machines where the state of each device can be monitored continuously. Such monitoring can help identi…