Shruti Tople
6 papers · 2020–2025 · 2 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
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Application Areas
(5)
Core AI
(4)
Natural Language Processing
(2)
Security & Privacy
(2)
Optimization & Theory
(2)
Privacy
(2)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
membership inference attack
(3)
membership inference
(2)
differential privacy
(2)
domain generalization
(2)
adversarial learning
(1)
model aggregation
(1)
posterior distribution
(1)
bayesian estimation
(1)
posterior estimation
(1)
backdoor attack
(1)
adversarial attack
(1)
autoregressive model
(1)
adversarial defense
(1)
synthetic data
(1)
confidence interval
(1)
structural causal model
(1)
privacy budget
(1)
fine-tuning attack
(1)
privacy risk
(1)
causal model
(1)
Papers
The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text
ICML 2025
Invariant Aggregator for Defending against Federated Backdoor Attacks
AISTATS 2024
Bayesian Estimation of Differential Privacy
ICML 2023
Domain Generalization using Causal Matching
ICML 2021
Grey-box Extraction of Natural Language Models
ICML 2021
Alleviating Privacy Attacks via Causal Learning
ICML 2020