Xiaofan Bai
3 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
model fingerprinting
(3)
large language model
(2)
tamper detection
(2)
hypothesis testing
(1)
deep neural network
(1)
decision boundary
(1)
black-box detection
(1)
adversarial sample
(1)
neural network security
(1)
hard-label detection
(1)
tampering detection
(1)
entropy gradient
(1)
false alarm control
(1)
output sensitivity
(1)
model tampering detection
(1)
hard-label fingerprinting
(1)
kl divergence
(1)
Papers
ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models
ACL 2025
RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models
EMNLP 2025
SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
CVPR 2025