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Journal Articles
- 2023
[j4]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: 50-57 (2023)- 2022
- [j3]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: 109017 (2022) - [j2]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: 132-139 (2022) - [j1]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: 2151-2165 (2022)
Conference and Workshop Papers
- 2021
- [c9]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: 232-251 - 2019
- [c8]Darren Webb:
Applying Softmax Classifiers to Open Set. AusDM 2019: 104-115 - 2018
- [c7]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: 1-8 - 2014
- [c6]Darren Webb:
Using Accumulo for Graph Twiddling. BDCloud 2014: 285-292 - 2003
- [c5]Paul D. Coddington, Lici Lu, Darren Webb, Andrew L. Wendelborn:
Extensible Job Managers for Grid Computing. ACSC 2003: 151-159 - [c4]Darren Webb, Andrew L. Wendelborn:
The PAGIS Grid Application Environment. International Conference on Computational Science 2003: 1113-1122 - 2002
- [c3]Darren Webb, Andrew L. Wendelborn:
Java Coglets. CCGRID 2002: 432-433 - 2001
- [c2]Darren Webb, Andrew L. Wendelborn:
Gekko: A Metalevel for Adaptation in Nexus. CCGRID 2001: 269-276 - 1999
- [c1]Darren Webb, Andrew L. Wendelborn, Kevin Maciunas:
Process Networks as a High-Level Notation for Metacomputing. IPPS/SPDP Workshops 1999: 797-812
Informal and Other Publications
- 2022
- [i2]Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson:
A Differentially Private Framework for Deep Learning with Convexified Loss Functions. CoRR abs/2204.01049 (2022) - 2021
- [i1]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 abs/2103.07101 (2021)
Coauthor Index
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