Jie Gao

Generative Model: Membership Attack,Generalization and Diversity

2018 · arXiv (Cornell University)

In this paper we propose a new membership attack method called co-membership attacks against deep generative models including Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs). Specifically, membership attack aims to check whether a given …

The Research on Evaluation Index System of University English Teachers’ Efficient Classroom Discourse

2018 · Advances in Higher Education

Using the methods of theoretical deduction and mathematic statistics, this paper develops an Evaluating Index System on University English Teachers’ Efficient Classroom Discourse (EISUETECD), which aims to help the in-service university English teachers to appraise …

Data Inference from Encrypted Databases: A Multi-dimensional Order-Preserving Matching Approach

2020 · arXiv (Cornell University)

Due to increasing concerns of data privacy, databases are being encrypted before they are stored on an untrusted server. To enable search operations on the encrypted data, searchable encryption techniques have been proposed. Representative schemes …

Online Prediction Product Control Based on Information-Aware Weight and Error Compensation

2024

This paper applies the information-aware weight method to the field of engineering where the validity of the data characteristics of the prediction object fluctuates or changes rapidly within a limited range. It clarifies the relationship …

Intelligent Implementation and Big Data Analysis of Strategies for Incorporating Civic and Political Elements in Physical Education Instruction

2025 · Applied Mathematics and Nonlinear Sciences

Abstract The integration of Civic-Political elements into physical education teaching is an innovative strategy for teaching reform and Civic-Political construction in colleges and universities, which has a certain impact on physical education teaching. The article …