| Gated residual recurrent graph neural networks for traffic prediction C Chen, K Li, SG Teo, X Zou, K Wang, J Wang, Z Zeng Proceedings of the AAAI conference on artificial intelligence 33 (01), 485-492, 2019 | 236 | 2019 |
| Citywide traffic flow prediction based on multiple gated spatio-temporal convolutional neural networks C Chen, K Li, SG Teo, X Zou, K Li, Z Zeng ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (4), 1-23, 2020 | 172 | 2020 |
| Exploiting spatio-temporal correlations with multiple 3d convolutional neural networks for citywide vehicle flow prediction C Chen, K Li, SG Teo, G Chen, X Zou, X Yang, RC Vijay, J Feng, Z Zeng 2018 IEEE international conference on data mining (ICDM), 893-898, 2018 | 89 | 2018 |
| Deep learning for practical image recognition: Case study on kaggle competitions X Yang, Z Zeng, SG Teo, L Wang, V Chandrasekhar, S Hoi Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018 | 66 | 2018 |
| Advanced windows methods on malware detection and classification D Rabadi, SG Teo Proceedings of the 36th Annual Computer Security Applications Conference, 54-68, 2020 | 41 | 2020 |
| An empirical study on unsupervised network anomaly detection using generative adversarial networks T Truong-Huu, N Dheenadhayalan, P Pratim Kundu, V Ramnath, J Liao, ... Proceedings of the 1st ACM Workshop on Security and Privacy on Artificial …, 2020 | 35 | 2020 |
| Adversarial robustness of deep neural networks: A survey from a formal verification perspective MH Meng, G Bai, SG Teo, Z Hou, Y Xiao, Y Lin, JS Dong IEEE Transactions on Dependable and Secure Computing, 2022 | 30 | 2022 |
| DAG: a general model for privacy-preserving data mining SG Teo, J Cao, VCS Lee IEEE Transactions on Knowledge and Data Engineering 32 (1), 40-53, 2018 | 28 | 2018 |
| Detection and classification of botnet traffic using deep learning with model explanation PP Kundu, T Truong-Huu, L Chen, L Zhou, SG Teo IEEE Transactions on Dependable and Secure Computing, 2022 | 23 | 2022 |
| Privacy preserving support vector machine using non-linear kernels on hadoop mahout SG Teo, S Han, VCS Lee 2013 IEEE 16th international conference on computational science and …, 2013 | 22 | 2013 |
| A study of efficiency and accuracy of secure multiparty protocol in privacy-preserving data mining SG Teo, V Lee, S Han 2012 26th International Conference on Advanced Information Networking and …, 2012 | 14 | 2012 |
| ENAD: An ensemble framework for unsupervised network anomaly detection J Liao, SG Teo, PP Kundu, T Truong-Huu 2021 IEEE International Conference on Cyber Security and Resilience (CSR), 81-88, 2021 | 12 | 2021 |
| Reshnet: Spectrograms based efficient heart sounds classification using stacked residual networks A Balamurugan, SG Teo, J Yang, Z Peng, Y Xulei, Z Zeng 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 12 | 2019 |
| PPTPF: Privacy-preserving trajectory publication framework for CDR mobile trajectories J Yang, M Dash, SG Teo ISPRS International Journal of Geo-Information 10 (4), 224, 2021 | 10 | 2021 |
| LSTMSPLIT: effective SPLIT learning based LSTM on sequential time-series data L Jiang, Y Wang, W Zheng, C Jin, Z Li, SG Teo arXiv preprint arXiv:2203.04305, 2022 | 7 | 2022 |
| Post-GDPR Threat Hunting on Android Phones: Dissecting OS-level Safeguards of User-unresettable Identifiers. MH Meng, Q Zhang, G Xia, Y Zheng, Y Zhang, G Bai, Z Liu, SG Teo, ... NDSS, 2023 | 6 | 2023 |
| A blockchain-enabled quantitative approach to trust and reputation management with sparse evidence L Zeynalvand, T Luo, E Andrejczuk, D Niyato, SG Teo, J Zhang Proceedings of the 20th International Conference on Autonomous Agents and …, 2021 | 5 | 2021 |
| Cascaded Multi-Class Network Intrusion Detection With Decision Tree and Self-attentive Model Y Lan, T Truong-Huu, J Wu, SG Teo 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1-7, 2022 | 4 | 2022 |
| Handling labeled data insufficiency: Semi-supervised learning with self-training mixup decision tree for classification of network attacking traffic Y Hou, SG Teo, Z Chen, M Wu, CK Kwoh, T Truong-Huu IEEE Transactions on Dependable and Secure Computing, 2022 | 4 | 2022 |
| Supervised robustness-preserving data-free neural network pruning MH Meng, G Bai, SG Teo, JS Dong 2023 27th International Conference on Engineering of Complex Computer …, 2023 | 3 | 2023 |
