Work

Neural Honeypoint: An Active Defense Framework Against Model Inversion Attacks

Year: 2025

Type: article

Source: IEEE Transactions on Neural Networks and Learning Systems

DOI: 10.1109/tnnls.2025.3554217

Authors: Yixiao Xu, Mohan Li, Binxing Fang, Yuan Liu, Zhihong Tian

Institutions: Beijing University of Posts and Telecommunications, Guangzhou University

Language: English

Topic: Adversarial Robustness in Machine Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province

Awards: G2567655147, G5050773963, G6064493666, G8812891240

OpenAlex ID: W4409659448

FWCI: 3.299

Cites: 35

Cited by: 8

Related to: 10