Ali Shahin Shamsabadi
9 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Core AI
(7)
Application Areas
(5)
Deep Learning
(3)
Security & Privacy
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Privacy
(2)
Computer Science
(1)
Computer Vision
(1)
Applications
(1)
Differential Privacy
(1)
Models
(1)
Keywords
zero-knowledge proof
(3)
membership inference
(2)
black-box model
(2)
privacy attack
(2)
large language model
(2)
abstention
(1)
decision tree
(1)
privacy-preserving learning
(1)
surrogate model
(1)
relu activation
(1)
machine unlearning
(1)
privacy auditing
(1)
interpretable model
(1)
model explanation
(1)
black-box attack
(1)
black-box setting
(1)
privacy risk
(1)
training data
(1)
adversarial attack
(1)
knowledge distillation
(1)
Papers
Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention
ICML 2025
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models
EMNLP 2025
Membership and Memorization in LLM Knowledge Distillation
EMNLP 2025
Confidential-DPproof: Confidential Proof of Differentially Private Training
ICLR 2024
Confidential-PROFITT: Confidential PROof of FaIr Training of Trees
ICLR 2023
Mnemonist: Locating Model Parameters that Memorize Training Examples
UAI 2023
A Zest of LIME: Towards Architecture-Independent Model Distances
ICLR 2022
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection
NeurIPS 2022
ColorFool: Semantic Adversarial Colorization
CVPR 2020