Darren Webb

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 9

Top Topics

Learning Models

Internet Traffic

Top Venues

Pattern Recognit. Lett.

IEEE Trans. Inf. Forensics Secur.

Publications

Yi Huang, Ying Li, Guillaume Jourjon, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Richard Yi Da Xu
Calibrated reconstruction based adversarial autoencoder model for novelty detection. Pattern Recognit. Lett. 169 (2023)
Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
A Differentially Private Framework for Deep Learning With Convexified Loss Functions. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Ying Li, Yi Huang, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Guillaume Jourjon, Darren Webb, David B. Smith, Richard Yi Da Xu
From traffic classes to content: A hierarchical approach for encrypted traffic classification. Comput. Networks 212 (2022)
Yi Huang, Ying Li, Timothy Heyes, Guillaume Jourjon, Adriel Cheng, Suranga Seneviratne, Kanchana Thilakarathna, Darren Webb, Richard Yi Da Xu
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout. Pattern Recognit. Lett. 159 (2022)
Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
A Differentially Private Framework for Deep Learning with Convexified Loss Functions. CoRR (2022)
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. CoRR (2021)
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. EuroS&P (2021)
Darren Webb
Applying Softmax Classifiers to Open Set. AusDM (2019)
Ying Li, Yi Huang, Richard Yi Da Xu, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Guillaume Jourjon
Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic. NCA (2018)
Darren Webb
Using Accumulo for Graph Twiddling. BDCloud (2014)
Darren Webb, Andrew L. Wendelborn
The PAGIS Grid Application Environment. International Conference on Computational Science (2003)
Paul D. Coddington, Lici Lu, Darren Webb, Andrew L. Wendelborn
Extensible Job Managers for Grid Computing. ACSC (2003)
Darren Webb, Andrew L. Wendelborn
Java Coglets. CCGRID (2002)
Darren Webb, Andrew L. Wendelborn
Gekko: A Metalevel for Adaptation in Nexus. CCGRID (2001)
Darren Webb, Andrew L. Wendelborn, Kevin Maciunas
Process Networks as a High-Level Notation for Metacomputing. IPPS/SPDP Workshops (1999)