Pingyi Hu
3 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (1)
EMNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(2)
tamper detection
(2)
model fingerprinting
(2)
hypothesis testing
(1)
shadow model
(1)
privacy leakage
(1)
black-box detection
(1)
membership inference attack
(1)
similarity metric
(1)
multi-modal model
(1)
entropy gradient
(1)
false alarm control
(1)
output sensitivity
(1)
kl divergence
(1)
image captioning
(1)