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C
Christopher Leckie
the university of melbourne
50
H-index
455
Paper Count
1.2W
Citation Count
0
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Published Papers
71
Publication Date
Publication Date
Impact Factor
Citations
OIL-AD: An anomaly detection framework for decision-making sequences
PATTERN RECOGNITION
IF
7.6
2025-05-07
0
PRE
AI
Wang, Chen; Erfani, Sarah; Alpcan, Tansu; Leckie, Christopher
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GreedyPixel: Fine-Grained Black-Box Adversarial Attack via Greedy Algorithm
IEEE Transactions on Information Forensics and Security
IF
8
2025-01-01
0
PRE
AI
Hanrui Wang; Ching-Chun Chang; Chun-Shien Lu; Christopher Leckie; Isao Echizen
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Unsupervised Domain-Agnostic Fake News Detection Using Multi-Modal Weak Signals
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2024-11-01
0
OA
AI
Silva, Amila; Luo, Ling; Karunasekera, Shanika; Leckie, Christopher
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LabelGen: An Anomaly Label Generative Framework for Enhanced Graph Anomaly Detection
IEEE ACCESS
IF
3.6
2024-01-01
0
OA
AI
Xia, Siqi; Rajasegarar, Sutharshan; Pan, Lei; Leckie, Christopher; Erfani, Sarah M.; Chan, Jeffrey
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Adversarial Coreset Selection for Efficient Robust Training
INTERNATIONAL JOURNAL OF COMPUTER VISION
IF
9.3
2023-08-14
1
OA
AI
Dolatabadi, Hadi M.; Erfani, Sarah M.; Leckie, Christopher
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Electrical Model-Free Voltage Calculations Using Neural Networks and Smart Meter Data
IEEE TRANSACTIONS ON SMART GRID
IF
9.8
2023-07-01
16
PRE
AI
Bassi, Vincenzo; Ochoa, Luis F.; Alpcan, Tansu; Leckie, Christopher
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Benchmarking adversarially robust quantum machine learning at scale
PHYSICAL REVIEW RESEARCH
IF
4.2
2023-06-23
18
OA
AI
West, Maxwell T.; Erfani, Sarah M.; Leckie, Christopher; Sevior, Martin; Hollenberg, Lloyd C. L.; Usman, Muhammad
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Towards quantum enhanced adversarial robustness in machine learning
NATURE MACHINE INTELLIGENCE
IF
23.9
2023-05-25
22
OA
AI
West, Maxwell T.; Tsang, Shu-Lok; Low, Jia S.; Hill, Charles D.; Leckie, Christopher; Hollenberg, Lloyd C. L.; Erfani, Sarah M.; Usman, Muhammad
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Multi-attention graph neural networks for city-wide bus travel time estimation using limited data
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2022-09-01
22
PRE
AI
Ma, Jiaman; Chan, Jeffrey; Rajasegarar, Sutharshan; Leckie, Christopher
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An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2022-06-01
4
PRE
AI
Kowsar, Yousef; Moshtaghi, Masud; Velloso, Eduardo; Leckie, Christopher; Kulik, Lars
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MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation
IEEE TRANSACTIONS ON BIG DATA
IF
5.7
2022-02-01
19
PRE
AI
Zhang, Xuyun; Qi, Lianyong; Dou, Wanchun; He, Qiang; Leckie, Christopher; Kotagiri, Ramamohanarao; Salcic, Zoran
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Generative Adversarial Networks for anomaly detection on decentralised data
ANNUAL REVIEWS IN CONTROL
IF
10.7
2022-01-01
6
PRE
AI
Katzefa, Marc; Cullen, Andrew C.; Alpcan, Tansu; Leckie, Christopher
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Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection
INFORMATION PROCESSING & MANAGEMENT
IF
6.9
2021-09-01
59
PRE
AI
Silva, Amila; Han, Yi; Luo, Ling; Karunasekera, Shanika; Leckie, Christopher
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Defending Support Vector Machines Against Data Poisoning Attacks
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF
8
2021-01-01
26
PRE
AI
Weerasinghe, Sandamal; Alpcan, Tansu; Erfani, Sarah M.; Leckie, Christopher
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LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2020-04-01
10
PRE
AI
Ghafoori, Zahra; Erfani, Sarah M.; Bezdek, James C.; Karunasekera, Shanika; Leckie, Christopher
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Support vector machines resilient against training data integrity attacks
PATTERN RECOGNITION
IF
7.6
2019-12-01
12
PRE
AI
Weerasinghe, Sandamal; Erfani, Sarah M.; Alpcan, Tansu; Leckie, Christopher
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Bus travel time prediction with real-time traffic information
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF
7.9
2019-08-01
71
PRE
AI
Ma, Jiaman; Chan, Jeffrey; Ristanoski, Goce; Rajasegarar, Sutharshan; Leckie, Christopher
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Approximating Dunn's Cluster Validity Indices for Partitions of Big Data
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2019-05-01
21
PRE
AI
Rathore, Punit; Ghafoori, Zahra; Bezdek, James C.; Palaniswami, Marimuthu; Leckie, Christopher
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Data-Driven Dynamic Probabilistic Reserve Sizing Based on Dynamic Bayesian Belief Networks
IEEE TRANSACTIONS ON POWER SYSTEMS
IF
7.2
2019-05-01
27
PRE
AI
Fahiman, Fateme; Disano, Steven; Erfani, Sarah Monazam; Mancarella, Pierluigi; Leckie, Christopher
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Linear system security-Detection and correction of adversarial sensor attacks in the noise-free case
AUTOMATICA
IF
5.9
2019-03-01
26
PRE
AI
Tang, Zhanghan; Kuijper, Margreta; Chong, Michelle S.; Mareels, Iven; Leckie, Christopher
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Research Directions
No research directions
Co-authors
Cooperation Journals
M
M. E. Sevior
H-index: 129 · Papers: 1.5K
王亮
(Liang Wang)
H-index: 100 · Papers: 1.2K
J
James C. Bezdek
H-index: 88 · Papers: 459
M
Muhammad Ali Imran
H-index: 84 · Papers: 2.1K
A
Andrew Zalesky
H-index: 79 · Papers: 437
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