Adriel Cheng

29 papers B 2Misc 6Journal 10Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Algebraic Adversarial Attacks on Explainability Models.
CoRR
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 — conf
Graph-Based Integrated Gradients for Explaining Graph Neural Networks.
AI (1)
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 J jnl
Graph-based Integrated Gradients for Explaining Graph Neural Networks.
CoRR
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 — conf
Probabilistic Lipschitzness and the Stable Rank for Measuring XAI Model Robustness.
AI (1)
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2025 J jnl
Tangentially Aligned Integrated Gradients for User-Friendly Explanations.
CoRR
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 Misc conf
Algebraic Adversarial Attacks on Integrated Gradients.
ICMLC
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 J jnl
Algebraic Adversarial Attacks on Integrated Gradients.
CoRR
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 J jnl
Probabilistic Lipschitzness and the Stable Rank for Comparing Explanation Models.
CoRR
Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2024 — conf
Tangentially Aligned Integrated Gradients for User-Friendly Explanations.
AICS
Lachlan Simpson, Federico Costanza, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong Gunn Chew
2023 Misc conf
A Testbed for Automating and Analysing Mobile Devices and Their Applications.
ICMLC
Lachlan Simpson, Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2023 J jnl
A Testbed for Automating and Analysing Mobile Devices and their Applications.
CoRR
Lachlan Simpson, Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
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
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 Misc conf
Clustering Network-Connected Devices Using Affiliation Graphs.
ICMLC
Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2021 Misc conf
Detecting Botnet Victims Through Graph-Based Machine Learning.
ICMLC
Kyle Millar, Lachlan Simpson, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2020 B conf
Characterising Network-Connected Devices Using Affiliation Graphs.
NOMS
Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2020 Misc conf
Operating System Classification: A Minimalist Approach.
ICMLC
Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
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
2018 — conf
Deep Learning for Classifying Malicious Network Traffic.
PAKDD (Workshops)
Kyle Millar, Adriel Cheng, Hong Gunn Chew, Cheng-Chew Lim
2016 Misc conf
Distilling command and control network intrusions from network flow metadata using temporal PageRank.
ITNAC
Latchman Singh, Adriel Cheng
2014 — conf
Exploiting graph compression techniques for coding and monitoring of networks.
ICC
Adriel Cheng, Peter Dickinson
2013 — conf
Using Scan-Statistical Correlations for Network Change Analysis.
PAKDD Workshops
Adriel Cheng, Peter Dickinson
2011 J jnl
Markov modelling and parameterisation of genetic evolutionary test generations.
J. Glob. Optim.
Adriel Cheng, Cheng-Chew Lim
2008 — conf
Using Genetic Evolutionary Software Application Testing to Verify a DSP SoC.
DELTA
Adriel Cheng, Cheng-Chew Lim, Yihe Sun, Hu He, Zhixiong Zhou, Ting Lei
2007 — conf
A 2-Dimension Force-Directed Scheduling Algorithm for Register-File-Connectivity Clustered VLIW Architecture.
ASAP
Zhixiong Zhou, Hu He, Yanjun Zhang, Yihe Sun, Adriel Cheng
2006 — conf
Coverage Measurement for Software Application Testing using Partially Ordered Domains and Symbolic Trajectory Evaluation Techniques.
DELTA
Adriel Cheng, Atanas N. Parashkevov, Cheng-Chew Lim
2005 — conf
A software test program generator for verifying system-on-chips.
HLDVT
Adriel Cheng, Cheng-Chew Lim, Atanas N. Parashkevov
2004 — conf
Coverage Measurement for Software Application Level Verification using Symbolic Trajectory Evaluation Techniques.
DELTA
Adriel Cheng, Atanas N. Parashkevov, Cheng-Chew Lim