Articles with public access mandates - Gillian DobbieLearn more
Not available anywhere: 8
Detection of abnormal profiles on group attacks in recommender systems
W Zhou, YS Koh, J Wen, S Alam, G Dobbie
Proceedings of the 37th international ACM SIGIR conference on Research …, 2014
Mandates: National Natural Science Foundation of China
Anomaly detection and identification scheme for VM live migration in cloud infrastructure
T Huang, Y Zhu, Y Wu, S Bressan, G Dobbie
Future Generation Computer Systems 56, 736-745, 2016
Mandates: National Research Foundation, Singapore
Parallel discord discovery
T Huang, Y Zhu, Y Mao, X Li, M Liu, Y Wu, Y Ha, G Dobbie
Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016
Mandates: National Natural Science Foundation of China, National Research Foundation …
EAR: an enhanced adversarial regularization approach against membership inference attacks
H Hu, Z Salcic, G Dobbie, Y Chen, X Zhang
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
Mandates: Australian Research Council
Nacre: Proactive recurrent concept drift detection in data streams
O Wu, YS Koh, G Dobbie, T Lacombe
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
Mandates: US Department of Defense
A meta-learning approach for automated hyperparameter tuning in evolving data streams
T Lacombe, YS Koh, G Dobbie, O Wu
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
Mandates: US Department of Defense
Cost-effective transfer learning for data streams
O Wu, YS Koh, G Dobbie, T Lacombe
2022 IEEE International Conference on Data Mining (ICDM), 1233-1238, 2022
Mandates: US Department of Defense
Online Air Pollution Inference using Concept Recurrence and Transfer Learning
B Chen, YS Koh, G Dobbie, O Wu, G Coulson, G Olivares
2022 IEEE 9th International Conference on Data Science and Advanced …, 2022
Mandates: US Department of Defense
Available somewhere: 10
Membership inference attacks on machine learning: A survey
H Hu, Z Salcic, L Sun, G Dobbie, PS Yu, X Zhang
ACM Computing Surveys (CSUR) 54 (11s), 1-37, 2022
Mandates: US National Science Foundation, Australian Research Council
Source inference attacks in federated learning
H Hu, Z Salcic, L Sun, G Dobbie, X Zhang
2021 IEEE International Conference on Data Mining (ICDM), 1102-1107, 2021
Mandates: Australian Research Council
Shilling attacks detection in recommender systems based on target item analysis
W Zhou, J Wen, YS Koh, Q Xiong, M Gao, G Dobbie, S Alam
PloS one 10 (7), e0130968, 2015
Mandates: National Natural Science Foundation of China
Attack detection in recommender systems based on target item analysis
W Zhou, J Wen, YS Koh, S Alam, G Dobbie
2014 International Joint Conference on Neural Networks (IJCNN), 332-339, 2014
Mandates: National Natural Science Foundation of China
Differentially private locality sensitive hashing based federated recommender system
H Hu, G Dobbie, Z Salcic, M Liu, J Zhang, L Lyu, X Zhang
Concurrency and Computation: Practice and Experience 35 (14), e6233, 2023
Mandates: Australian Research Council, Ministry of Business Innovation and Employment
Towards unified ad-hoc data processing
X Shi, B Cui, G Dobbie, BC Ooi
Proceedings of the 2014 ACM SIGMOD International Conference on Management of …, 2014
Mandates: National Natural Science Foundation of China
Pearl: Probabilistic exact adaptive random forest with lossy counting for data streams
O Wu, YS Koh, G Dobbie, T Lacombe
Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020
Mandates: US Department of Defense
Transfer learning with adaptive online tradaboost for data streams
O Wu, YS Koh, G Dobbie, T Lacombe
Asian Conference on Machine Learning, 1017-1032, 2021
Mandates: US Department of Defense
Probabilistic exact adaptive random forest for recurrent concepts in data streams
O Wu, YS Koh, G Dobbie, T Lacombe
International Journal of Data Science and Analytics, 1-16, 2022
Mandates: US Department of Defense
UniAD: A Unified Ad Hoc Data Processing System
X Shi, B Cui, G Dobbie, BC Ooi
ACM Transactions on Database Systems (TODS) 42 (1), 1-42, 2016
Mandates: National Natural Science Foundation of China
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