Bin Benjamin Zhu
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(7)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Natural Language Processing
(2)
Optimization & Theory
(2)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(4)
model fingerprinting
(3)
tampering detection
(2)
prompt engineering
(2)
decision boundary
(2)
adversarial attack
(2)
prompt optimization
(2)
tamper detection
(2)
poisoning attack
(1)
black-box detection
(1)
ensemble attack
(1)
llm agent
(1)
adversarial sample
(1)
black-box verification
(1)
automatic optimization
(1)
entropy gradient
(1)
false alarm control
(1)
fact-checking system
(1)
model checkpoint
(1)
output sensitivity
(1)
Papers
Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System
AAAI 2026
Enhancing Adversarial Transferability with Checkpoints of a Single Model's Training
CVPR 2025
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
AMPO: Automatic Multi-Branched Prompt Optimization
EMNLP 2024
Intersecting-Boundary-Sensitive Fingerprinting for Tampering Detection of DNN Models
ICML 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization
EMNLP 2024