Sarah Monazam Erfani
10 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Deep Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Reinforcement Learning
(1)
Security & Privacy
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
poisoning attack
(2)
contrastive learning
(1)
adversarial perturbation
(1)
adversarial robustness
(1)
offline reinforcement learning
(1)
neural network security
(1)
robustness
(1)
open-set classification
(1)
self-supervised learning
(1)
deep learning
(1)
outlier detection
(1)
fisher-rao metric
(1)
similarity matrix
(1)
backdoor attack
(1)
adversarial learning
(1)
representation learning
(1)
node classification
(1)
out-of-distribution detection
(1)
vision-language model
(1)
differential privacy
(1)
Papers
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models
AAAI 2026
Detecting Backdoor Samples in Contrastive Language Image Pretraining
ICLR 2025
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning
ICLR 2025
Position: Certified Robustness Does Not (Yet) Imply Model Security
ICML 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
ICML 2025
Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples
ICML 2024
LDReg: Local Dimensionality Regularized Self-Supervised Learning
ICLR 2024
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
ICML 2024
Distilling Cognitive Backdoor Patterns within an Image
ICLR 2023
Unlearnable Examples: Making Personal Data Unexploitable
ICLR 2021