Erfani, Sarah

1. Normalized Loss Functions for Deep Learning with Noisy Labels
   2020/06/24 by Xingjun Ma, Hanxun Huang, Ma, Xingjun +9 · 21 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Music and Audio Processing
2. Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
   2024/06/05 by Jinhao Li, Haopeng Li, Li, Jinhao +9 · 13 citations
   Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety
   2025/02/02 by Xingjun Ma, Yifeng Gao, Ma, Xingjun +88 · 20 citations
   Health Professions · Decision Sciences · Engineering · #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
4. Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction
   2020/03/25 by Taymouri, Farbod, La Rosa, Marcello, Erfani, Sarah +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Reinforcement Learning for Autonomous Defence in Software-Defined\n Networking
   2018/08/17 by Yi Han, Han, Yi, Benjamin I. P. Rubinstein +15 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
6. Invertible Generative Modeling using Linear Rational Splines
   2020/01/15 by Hadi M. Dolatabadi, Sarah Erfani, Dolatabadi, Hadi M. +3 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing
7. Detecting Beneficial Feature Interactions for Recommender Systems
   2020/08/02 by Su, Yixin, Zhang, Rui, Erfani, Sarah +1 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows
   2020/07/15 by Dolatabadi, Hadi M., Erfani, Sarah, Leckie, Christopher · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
   2025/05/08 by Hanxun Huang, Sarah Erfani, Huang, Hanxun +7 · 5 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression
    2021/10/26 by He, Jiabo, Erfani, Sarah, Ma, Xingjun +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Adversarial Coreset Selection for Efficient Robust Training
    2022/09/13 by Dolatabadi, Hadi M., Erfani, Sarah, Leckie, Christopher · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Detecting Backdoor Samples in Contrastive Language Image Pretraining
    2025/02/03 by Huang, Hanxun, Erfani, Sarah, Li, Yige +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models
    2023/03/15 by Dolatabadi, Hadi M., Erfani, Sarah, Leckie, Christopher · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Round Trip Translation Defence against Large Language Model Jailbreaking Attacks
    2024/02/21 by Yung, Canaan, Dolatabadi, Hadi Mohaghegh, Erfani, Sarah +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences
    2024/02/07 by Chen Wang, Wang, Chen, Sarah Erfani +5 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
16. COLLIDER: A Robust Training Framework for Backdoor Data
    2022/10/13 by Hadi M. Dolatabadi, Sarah Erfani, Dolatabadi, Hadi M. +3 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI