Sarah M. Erfani
Scholar

Sarah M. Erfani

Google Scholar ID: Jq9ocx4AAAAJ
Associate Professor, Computing and Information Systems, University of Melbourne
Machine LearningAI SafetyCyber Security
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Citations & Impact
All-time
Citations
6,117
 
H-index
31
 
i10-index
64
 
Publications
20
 
Co-authors
31
list available
Publications
8 items
LAYERSCOPE: A Layerwise Characterization of Video and Multimodal Learned Representations
2026
Cited
0
Semantic Robustness Certification for Vision-Language Models
2026
Cited
0
TRACER: Persistent Regularization for Robust Multimodal Finetuning
2026
Cited
0
Dimensionality-Aware Anomaly Detection in Learned Representations of Self-Supervised Speech Models
2026
Cited
0
Semantic-aware Adversarial Fine-tuning for CLIP
2026
Cited
0
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates
2025
Cited
0
Exploring Weak-to-Strong Generalization for CLIP-based Classification
2025
Cited
0
Position: Certified Robustness Does Not (Yet) Imply Model Security
2025
Cited
0
Co-authors
17 total
Christopher Leckie
Christopher Leckie
Professor, Computing and Information Systems, The University of Melbourne
James Bailey
James Bailey
Professor, School of Computing and Information Systems, University of Melbourne
Xingjun Ma
Xingjun Ma
Fudan University
Sutharshan Rajasegarar
Sutharshan Rajasegarar
Associate Professor, School of Information Technology, Deakin University
Michael E. Houle
Michael E. Houle
New Jersey Institute of Technology
Hanxun Huang
Hanxun Huang
The University of Melbourne
Shanika Karunasekera
Shanika Karunasekera
Professor, School of Computing and Information Systems, University of Melbourne
Tansu Alpcan
Tansu Alpcan
Professor, Dept. of EEE, the University of Melbourne