Amir Houmansadr
7 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(17)
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Research topics
Keywords
membership inference
(2)
differential privacy
(2)
adversarial robustness
(1)
knowledge distillation
(1)
text generation
(1)
privacy preservation
(1)
centroid-based clustering
(1)
synthetic data
(1)
matrix representations
(1)
backdoor attack
(1)
adversarial attack
(1)
black-box attack
(1)
semantic embedding
(1)
adversarial perturbation
(1)
public data
(1)
privacy-preserving learning
(1)
gradient clipping
(1)
poisoning attack
(1)
text-to-image model
(1)
data poisoning
(1)
Papers
When Anonymity Breaks: Identifying Models Behind Text-to-Image Leaderboards
CVPR 2026
Improving Private Random Forest Prediction Using Matrix Representation
AAAI 2025
OSLO: One-Shot Label-Only Membership Inference Attacks
NeurIPS 2024
PostMark: A Robust Blackbox Watermark for Large Language Models
EMNLP 2024
Effectively Using Public Data in Privacy Preserving Machine Learning
ICML 2023
The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised Learning
ICCV 2023
Membership Privacy for Machine Learning Models Through Knowledge Transfer
AAAI 2021