Amir Houmansadr
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
AAAI (2)
EMNLP (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
membership inference
(2)
differential privacy
(2)
adversarial robustness
(1)
data poisoning
(1)
knowledge distillation
(1)
text generation
(1)
privacy preservation
(1)
privacy-preserving learning
(1)
matrix representations
(1)
backdoor attack
(1)
adversarial attack
(1)
black-box attack
(1)
semantic embedding
(1)
adversarial perturbation
(1)
public datum
(1)
synthetic datum
(1)
gradient clipping
(1)
poisoning attack
(1)
watermark detection
(1)
model utility
(1)
Papers
Improving Private Random Forest Prediction Using Matrix Representation
AAAI 2025
OSLO: One-Shot Label-Only Membership Inference Attacks
NIPS 2024
PostMark: A Robust Blackbox Watermark for Large Language Models
EMNLP 2024
The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised Learning
ICCV 2023
Effectively Using Public Data in Privacy Preserving Machine Learning
ICML 2023
Membership Privacy for Machine Learning Models Through Knowledge Transfer
AAAI 2021