Sin G. Teo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Transfer Learning

Malware Detection

Privacy Preserving

Top Venues

ICDM (Workshops)

Publications

Fatima Abacha, Sin G. Teo, Lucas C. Cordeiro, Mustafa A. Mustafa
Synthetic Data Aided Federated Learning Using Foundation Models. CoRR (2024)
Mark Huasong Meng, Guangdong Bai, Sin G. Teo, Jin Song Dong
Supervised Robustness-preserving Data-free Neural Network Pruning. ICECCS (2023)
Le Qi Yau, Yik Ting Lam, Ashwin Lokesh, Prannaya Gupta, Justin Lim, Ishneet Sukhvinder Singh, Jia Yi Loo, Mao V. Ngo, Sin G. Teo, Tram Truong-Huu
A Novel Feature Vector for AI-Assisted Windows Malware Detection. DASC/PiCom/CBDCom/CyberSciTech (2023)
Mark Huasong Meng, Qing Zhang, Guangshuai Xia, Yuwei Zheng, Yanjun Zhang, Guangdong Bai, Zhi Liu, Sin G. Teo, Jin Song Dong
Post-GDPR Threat Hunting on Android Phones: Dissecting OS-level Safeguards of User-unresettable Identifiers. NDSS (2023)
Mao V. Ngo, Tram Truong-Huu, Dima Rabadi, Jia Yi Loo, Sin G. Teo
Fast and Efficient Malware Detection with Joint Static and Dynamic Features Through Transfer Learning. ACNS (1) (2023)
Mark Huasong Meng, Sin G. Teo, Guangdong Bai, Kailong Wang, Jin Song Dong
Enhancing Federated Learning Robustness Using Data-Agnostic Model Pruning. PAKDD (2) (2023)
Yubo Hou, Tram Truong-Huu, Zhenghua Chen, Chee-Keong Kwoh, Sin G. Teo
PROTEUS: Domain Adaptation for Dynamic Features in AI-assisted Windows Malware Detection. ICDM (Workshops) (2023)
Mao V. Ngo, Tram Truong-Huu, Dima Rabadi, Jia Yi Loo, Sin G. Teo
Fast and Efficient Malware Detection with Joint Static and Dynamic Features Through Transfer Learning. CoRR (2022)
Yuchen Lan, Tram Truong-Huu, Jiyan Wu, Sin G. Teo
Cascaded Multi-Class Network Intrusion Detection With Decision Tree and Self-attentive Model. ICDM (Workshops) (2022)
Xinguo Feng, Yanjun Zhang, Mark Huasong Meng, Sin G. Teo
Detecting Contradictions from CoAP RFC Based on Knowledge Graph. NSS (2022)
Lianlian Jiang, Yuexuan Wang, Wenyi Zheng, Chao Jin, Zengxiang Li, Sin G. Teo
LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data. CoRR (2022)
Leonid Zeynalvand, Tie Luo, Ewa Andrejczuk, Dusit Niyato, Sin G. Teo, Jie Zhang
A Blockchain-Enabled Quantitative Approach to Trust and Reputation Management with Sparse Evidence. AAMAS (2021)
Jianxi Yang, Manoranjan Dash, Sin G. Teo
PPTPF: Privacy-Preserving Trajectory Publication Framework for CDR Mobile Trajectories. ISPRS Int. J. Geo Inf. 10 (4) (2021)
Jingyi Liao, Sin G. Teo, Partha Pratim Kundu, Tram Truong-Huu
ENAD: An Ensemble Framework for Unsupervised Network Anomaly Detection. CSR (2021)
Sin G. Teo, Jianneng Cao, Vincent C. S. Lee
DAG: A General Model for Privacy-Preserving Data Mining. IEEE Trans. Knowl. Data Eng. 32 (1) (2020)
Cen Chen, Kenli Li, Sin G. Teo, Xiaofeng Zou, Keqin Li, Zeng Zeng
Citywide Traffic Flow Prediction Based on Multiple Gated Spatio-temporal Convolutional Neural Networks. ACM Trans. Knowl. Discov. Data 14 (4) (2020)
Dima Rabadi, Sin G. Teo
Advanced Windows Methods on Malware Detection and Classification. ACSAC (2020)
Sin G. Teo, Jianneng Cao, Vincent C. S. Lee
DAG: A General Model for Privacy-Preserving Data Mining : (Extended Abstract). ICDE (2020)
Cen Chen, Kenli Li, Sin G. Teo, Xiaofeng Zou, Kang Wang, Jie Wang, Zeng Zeng
Gated Residual Recurrent Graph Neural Networks for Traffic Prediction. AAAI (2019)
Akshaya Balamurugan, Sin G. Teo, Jianxi Yang, Zhongbo Peng, Xulei Yang, Zeng Zeng
ResHNet: Spectrograms Based Efficient Heart Sounds Classification Using Stacked Residual Networks. BHI (2019)
Sin G. Teo, Narayanan Amudha, Jianneng Cao
Privacy-preserving survey by crowdsourcing with smartphones. WF-IoT (2018)
Xulei Yang, Zeng Zeng, Sin G. Teo, Li Wang, Vijay Chandrasekhar, Steven C. H. Hoi
Deep Learning for Practical Image Recognition: Case Study on Kaggle Competitions. KDD (2018)
Cen Chen, Kenli Li, Sin G. Teo, Guizi Chen, Xiaofeng Zou, Xulei Yang, Ramaseshan C. Vijay, Jiashi Feng, Zeng Zeng
Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction. ICDM (2018)
Zeng Zeng, Bharadwaj Veeravalli, Samee U. Khan, Sin G. Teo
Cloud-of-clouds based resource provisioning strategy for continuous write applications. APCC (2017)
Manoranjan Dash, Sin G. Teo
Privacy and Utility Preservation for Location Data Using Stay Region Analysis. ADMA (2017)
Sin G. Teo, Jianneng Cao, Vincent C. S. Lee
DAG: A Model for Privacy Preserving Computation. ICWS (2015)
Sin G. Teo, Shuguo Han, Vincent C. S. Lee
Privacy Preserving Support Vector Machine Using Non-linear Kernels on Hadoop Mahout. CSE (2013)
Sin G. Teo, Vincent C. S. Lee, Shuguo Han
A Study of Efficiency and Accuracy of Secure Multiparty Protocol in Privacy-Preserving Data Mining. AINA Workshops (2012)