Shruti Tople
6 papers · 2020–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2)
🏃
Academic Marathon
(5)
🐝
Cross-Pollinator
(11)
🏆
Keyword Champion
(2)
Conferences
ICML (5)
AISTATS (1)
Top co-authors
Research topics
Keywords
membership inference attack
(2)
differential privacy
(2)
membership inference
(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)
adversarial defense
(1)
confidence interval
(1)
structural causal model
(1)
privacy budget
(1)
fine-tuning attack
(1)
causal model
(1)
domain invariance
(1)
flat loss landscape
(1)
causal learning
(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