Lukas Wutschitz
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Security & Privacy
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Bayesian & Probabilistic
(1)
Differential Privacy
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Privacy
(1)
Keywords
differential privacy
(4)
membership inference attack
(2)
large language model
(2)
privacy budget
(2)
posterior estimation
(1)
sparse model
(1)
autoregressive model
(1)
language model
(1)
synthetic data
(1)
parameter-efficient fine-tuning
(1)
confidence interval
(1)
information leakage
(1)
privacy risk
(1)
membership inference
(1)
stochastic method
(1)
contextual integrity
(1)
privacy violation
(1)
privacy composition
(1)
privacy loss random variable
(1)
enterprise workflow
(1)
Papers
CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents
ACL 2026
The Canary’s Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text
ICML 2025
Bayesian Estimation of Differential Privacy
ICML 2023
Differentially Private Fine-tuning of Language Models
ICLR 2022
Differentially Private Model Compression
NeurIPS 2022
Numerical Composition of Differential Privacy
NeurIPS 2021