Darren Webb

According to our database, Darren Webb authored at least 13 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Calibrated reconstruction based adversarial autoencoder model for novelty detection.

Yi Huang, Ying Li, Guillaume Jourjon, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Richard Yi Da Xu

Pattern Recognit. Lett., May, 2023

2022

A Differentially Private Framework for Deep Learning With Convexified Loss Functions.

Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson

IEEE Trans. Inf. Forensics Secur., 2022

Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout.

Yi Huang, Ying Li, Timothy Heyes, Guillaume Jourjon, Adriel Cheng, Suranga Seneviratne, Kanchana Thilakarathna, Darren Webb, Richard Yi Da Xu

Pattern Recognit. Lett., 2022

From traffic classes to content: A hierarchical approach for encrypted traffic classification.

Ying Li, Yi Huang, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Guillaume Jourjon, Darren Webb, David B. Smith, Richard Yi Da Xu

Comput. Networks, 2022

2021

On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models.

Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson

Proceedings of the IEEE European Symposium on Security and Privacy, 2021

2019

Applying Softmax Classifiers to Open Set.

Darren Webb

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

2018

Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic.

Ying Li, Yi Huang, Richard Yi Da Xu, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Guillaume Jourjon

Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018

2014

Using Accumulo for Graph Twiddling.

Darren Webb

Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2003

The PAGIS Grid Application Environment.

Darren Webb, Andrew L. Wendelborn

Proceedings of the Computational Science - ICCS 2003, 2003

Extensible Job Managers for Grid Computing.

Paul D. Coddington, Lici Lu, Darren Webb, Andrew L. Wendelborn

Proceedings of the Computer Science 2003, 2003

2002

Java Coglets.

Darren Webb, Andrew L. Wendelborn

Proceedings of the 2nd IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2002), 2002

2001

Gekko: A Metalevel for Adaptation in Nexus.

Darren Webb, Andrew L. Wendelborn

Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001

1999

Process Networks as a High-Level Notation for Metacomputing.

Darren Webb, Andrew L. Wendelborn, Kevin Maciunas

Proceedings of the Parallel and Distributed Processing, 1999