Lujo Bauer
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
adversarial robustness
(2)
large language model
(2)
probability estimation
(1)
gradient descent
(1)
adversarial attack
(1)
ensemble method
(1)
randomized smoothing
(1)
language model
(1)
evasion attack
(1)
adversarial example
(1)
edit distance
(1)
response consistency
(1)
hallucination detection
(1)
human evaluation
(1)
white-box attack
(1)
logit analysis
(1)
user perception
(1)
neural network
(1)
consistency measurement
(1)
sequence classifier
(1)
Papers
User Perceptions vs. Proxy LLM Judges: Privacy and Helpfulness in LLM Responses to Privacy-Sensitive Scenarios
ACL 2026
Estimating LLM Consistency: A User Baseline vs Surrogate Metrics
EMNLP 2025
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion
NeurIPS 2023
Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks
ICML 2022