Adriel Cheng

According to our database, Adriel Cheng authored at least 21 papers between 2004 and 2024.

Collaborative distances:

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

2024

Algebraic Adversarial Attacks on Integrated Gradients.

Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew

CoRR, 2024

Probabilistic Lipschitzness and the Stable Rank for Comparing Explanation Models.

Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew

CoRR, 2024

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

A Testbed for Automating and Analysing Mobile Devices and Their Applications.

Lachlan Simpson, Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim

Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

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

Detecting Botnet Victims Through Graph-Based Machine Learning.

Kyle Millar, Lachlan Simpson, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim

Proceedings of the International Conference on Machine Learning and Cybernetics, 2021

Clustering Network-Connected Devices Using Affiliation Graphs.

Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim

Proceedings of the International Conference on Machine Learning and Cybernetics, 2021

2020

Characterising Network-Connected Devices Using Affiliation Graphs.

Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim

Proceedings of the NOMS 2020, 2020

Operating System Classification: A Minimalist Approach.

Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim

Proceedings of the International Conference on Machine Learning and Cybernetics, 2020

2018

Deep Learning for Classifying Malicious Network Traffic.

Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 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

2016

Distilling command and control network intrusions from network flow metadata using temporal PageRank.

Latchman Singh, Adriel Cheng

Proceedings of the 26th International Telecommunication Networks and Applications Conference, 2016

2014

Exploiting graph compression techniques for coding and monitoring of networks.

Adriel Cheng, Peter Dickinson

Proceedings of the IEEE International Conference on Communications, 2014

2013

Using Scan-Statistical Correlations for Network Change Analysis.

Adriel Cheng, Peter Dickinson

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

2011

Markov modelling and parameterisation of genetic evolutionary test generations.

Adriel Cheng, Cheng-Chew Lim

J. Glob. Optim., 2011

2008

Using Genetic Evolutionary Software Application Testing to Verify a DSP SoC.

Adriel Cheng, Cheng-Chew Lim, Yihe Sun, Hu He, Zhixiong Zhou, Ting Lei

Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008

2007

A 2-Dimension Force-Directed Scheduling Algorithm for Register-File-Connectivity Clustered VLIW Architecture.

Zhixiong Zhou, Hu He, Yanjun Zhang, Yihe Sun, Adriel Cheng

Proceedings of the IEEE International Conference on Application-Specific Systems, 2007

2006

Coverage Measurement for Software Application Testing using Partially Ordered Domains and Symbolic Trajectory Evaluation Techniques.

Adriel Cheng, Atanas N. Parashkevov, Cheng-Chew Lim

Proceedings of the Third IEEE International Workshop on Electronic Design, 2006

2005

A software test program generator for verifying system-on-chips.

Adriel Cheng, Cheng-Chew Lim, Atanas N. Parashkevov

Proceedings of the Tenth IEEE International High-Level Design Validation and Test Workshop 2005, Napa Valley, CA, USA, November 30, 2005

2004

Coverage Measurement for Software Application Level Verification using Symbolic Trajectory Evaluation Techniques.

Adriel Cheng, Atanas N. Parashkevov, Cheng-Chew Lim

Proceedings of the 2nd IEEE International Workshop on Electronic Design, 2004