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Sarah Erfani

University of Melbourne

26H-index
203Paper Count
3.9KCitation Count
Published Papers 19
Publication Date
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A Bayesian framework for robust local intrinsic dimensionality estimation
errInformation Systems
IF3.4
err2026-01-02
err0
errOAAI
errZaher Joukhadar; Hanxun Huang; Sarah Monazam Erfani; Ricardo J.G.B. Campello; Michael E. Houle; James Bailey
errShare
errSave
Algorithmically-designed reward shaping for multiagent reinforcement learning in navigation
errNeurocomputing
IF6.5
err2025-09-26
err0
PREAI
errIfrah Saeed; Andrew C. Cullen; Zainab Zaidi; Sarah Erfani; Tansu Alpcan
errShare
errSave
OIL-AD: An anomaly detection framework for decision-making sequences
errPATTERN RECOGNITION
IF7.6
err2025-05-07
err0
PREAI
errWang, Chen; Erfani, Sarah; Alpcan, Tansu; Leckie, Christopher
errShare
errSave
Efficient neural implicit representation for 3D human reconstruction
errPATTERN RECOGNITION
IF7.6
err2024-12-01
err1
errOAAI
errHuang, Zexu; Erfani, Sarah Monazam; Lu, Siying; Gong, Mingming
errShare
errSave
LabelGen: An Anomaly Label Generative Framework for Enhanced Graph Anomaly Detection
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errXia, Siqi; Rajasegarar, Sutharshan; Pan, Lei; Leckie, Christopher; Erfani, Sarah M.; Chan, Jeffrey
errShare
errSave
Adversarial Coreset Selection for Efficient Robust Training
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2023-08-14
err1
errOAAI
errDolatabadi, Hadi M.; Erfani, Sarah M.; Leckie, Christopher
errShare
errSave
Benchmarking adversarially robust quantum machine learning at scale
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-06-23
err18
errOAAI
errWest, Maxwell T.; Erfani, Sarah M.; Leckie, Christopher; Sevior, Martin; Hollenberg, Lloyd C. L.; Usman, Muhammad
errShare
errSave
Towards quantum enhanced adversarial robustness in machine learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-05-25
err22
errOAAI
errWest, Maxwell T.; Tsang, Shu-Lok; Low, Jia S.; Hill, Charles D.; Leckie, Christopher; Hollenberg, Lloyd C. L.; Erfani, Sarah M.; Usman, Muhammad
errShare
errSave
Defending Support Vector Machines Against Data Poisoning Attacks
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err26
PREAI
errWeerasinghe, Sandamal; Alpcan, Tansu; Erfani, Sarah M.; Leckie, Christopher
errShare
errSave
High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err17
errOAAI
errAmsaleg, Laurent; Bailey, James; Barbe, Amdeie; Erfani, Sarah M.; Furon, Teddy; Houle, Michael E.; Radovanovic, Milos; Xuan Vinh Nguyen
errShare
errSave
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-04-01
err10
PREAI
errGhafoori, Zahra; Erfani, Sarah M.; Bezdek, James C.; Karunasekera, Shanika; Leckie, Christopher
errShare
errSave
Support vector machines resilient against training data integrity attacks
errPATTERN RECOGNITION
IF7.6
err2019-12-01
err12
PREAI
errWeerasinghe, Sandamal; Erfani, Sarah M.; Alpcan, Tansu; Leckie, Christopher
errShare
errSave
Data-Driven Dynamic Probabilistic Reserve Sizing Based on Dynamic Bayesian Belief Networks
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2019-05-01
err27
PREAI
errFahiman, Fateme; Disano, Steven; Erfani, Sarah Monazam; Mancarella, Pierluigi; Leckie, Christopher
errShare
errSave
Online cluster validity indices for performance monitoring of streaming data clustering
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2018-11-02
err26
errOAAI
errMoshtaghi, Masud; Bezdek, James C.; Erfani, Sarah M.; Leckie, Christopher; Bailey, James
errShare
errSave
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-10-01
err52
PREAI
errGhafoori, Zahra; Erfani, Sarah M.; Rajasegarar, Sutharshan; Bezdek, James C.; Karunasekera, Shanika; Leckie, Christopher
errShare
errSave
Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2018-06-01
err58
PREAI
errRathore, Punit; Bezdek, James C.; Erfani, Sarah M.; Rajasegarar, Sutharshan; Palaniswami, Marimuthu
errShare
errSave
Markov Dynamic Subsequence Ensemble for Energy-Efficient Activity Recognition
errproceedings of the
IF0
err2017-11-07
err0
PREAI
errCheng, Weihao; Erfani, Sarah; Zhang, Rui; Ramamohanarao, Kotagiri
errShare
errSave
Exponentially Weighted Ellipsoidal Model for Anomaly Detection
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2017-01-27
err7
PREAI
errMoshtaghi, M.; Erfani, S. M.; Leckie, C.; Bezdek, J. C.
errShare
errSave
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning
errPATTERN RECOGNITION
IF7.6
err2016-10-01
err836
errOAAI
errErfani, Sarah M.; Rajasegarar, Sutharshan; Karunasekera, Shanika; Leckie, Christopher
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
M. E. Sevior
H-index: 129 · Papers: 1.5K
J
James C. Bezdek
H-index: 88 · Papers: 459
M
Marimuthu Palaniswami
H-index: 69 · Papers: 740
P
Pierluigi Mancarella
H-index: 69 · Papers: 408
L
Lloyd C. L. Hollenberg
H-index: 66 · Papers: 487
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