Darren Webb

15 papers A 1B 3Misc 2Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Calibrated reconstruction based adversarial autoencoder model for novelty detection.
Pattern Recognit. Lett.
Yi Huang, Ying Li, Guillaume Jourjon, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Richard Yi Da Xu
2022 J jnl
A Differentially Private Framework for Deep Learning With Convexified Loss Functions.
IEEE Trans. Inf. Forensics Secur.
Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
2022 J jnl
A Differentially Private Framework for Deep Learning with Convexified Loss Functions.
CoRR
Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
2022 J jnl
From traffic classes to content: A hierarchical approach for encrypted traffic classification.
Comput. Networks
Ying Li, Yi Huang, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Guillaume Jourjon, Darren Webb, David B. Smith, Richard Yi Da Xu
2022 J jnl
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout.
Pattern Recognit. Lett.
Yi Huang, Ying Li, Timothy Heyes, Guillaume Jourjon, Adriel Cheng, Suranga Seneviratne, Kanchana Thilakarathna, Darren Webb, Richard Yi Da Xu
2021 A conf
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models.
EuroS&P
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
2021 J jnl
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models.
CoRR
Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
2019 Misc conf
Applying Softmax Classifiers to Open Set.
AusDM
Darren Webb
2018 B conf
Deep Content: Unveiling Video Streaming Content from Encrypted WiFi Traffic.
NCA
Ying Li, Yi Huang, Richard Yi Da Xu, Suranga Seneviratne, Kanchana Thilakarathna, Adriel Cheng, Darren Webb, Guillaume Jourjon
2014 — conf
Using Accumulo for Graph Twiddling.
BDCloud
Darren Webb
2003 — conf
Extensible Job Managers for Grid Computing.
ACSC
Paul D. Coddington, Lici Lu, Darren Webb, Andrew L. Wendelborn
2003 Misc conf
The PAGIS Grid Application Environment.
International Conference on Computational Science
Darren Webb, Andrew L. Wendelborn
2002 B conf
Java Coglets.
CCGRID
Darren Webb, Andrew L. Wendelborn
2001 B conf
Gekko: A Metalevel for Adaptation in Nexus.
CCGRID
Darren Webb, Andrew L. Wendelborn
1999 — conf
Process Networks as a High-Level Notation for Metacomputing.
IPPS/SPDP Workshops
Darren Webb, Andrew L. Wendelborn, Kevin Maciunas