7 papers
One-Class Classification for Intrusion Detection on Vehicular Networks
Jake Guidry, Fahad Sohrab, Raju Gottumukkala +2
Controller Area Network bus systems within vehicular networks are not equipped with the tools necessary to ward off and protect themselves from modern cyber-security threats. Work…
A multimodal sensor dataset for continuous stress detection of nurses in a hospital
Seyedmajid Hosseini, Satya Katragadda, Ravi Teja Bhupatiraju +4
Advances in wearable technologies provide the opportunity to monitor many physiological variables continuously. Stress detection has gained increased attention in recent years, mai…
Privacy-Preserving Clustering of Unstructured Big Data for Cloud-Based Enterprise Search Solutions
SM Zobaed, Mohsen Amini Salehi
Cloud-based enterprise search services (e.g., Amazon Kendra) are enchanting to big data owners by providing them with convenient search solutions over their enterprise big datasets…
Inception-inspired LSTM for Next-frame Video Prediction
Matin Hosseini, Anthony S. Maida, Majid Hosseini +1
The problem of video frame prediction has received much interest due to its relevance to many computer vision applications such as autonomous vehicles or robotics. Supervised metho…
ClustCrypt: Privacy-Preserving Clustering of Unstructured Big Data in the Cloud
SM Zobaed, Sahan Ahmad, Raju Gottumukkala +1
Security and confidentiality of big data stored in the cloud are important concerns for many organizations to adopt cloud services. One common approach to address the concerns is c…
Edge Computing for User-Centric Secure Search on Cloud-Based Encrypted Big Data
Sahan Ahmad, SM Zobaed, Raju Gottumukkala +1
Cloud service providers offer a low-cost and convenient solution to host unstructured data. However, cloud services act as third-party solutions and do not provide control of the d…