Yi Xie

According to our database, Yi Xie authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SAME: Sample Reconstruction against Model Extraction Attacks.

Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A survey on privacy inference attacks and defenses in cloud-based Deep Neural Network.

Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang

Comput. Stand. Interfaces, 2023

Boost Off/On-Manifold Adversarial Robustness for Deep Learning with Latent Representation Mixup.

Mengdie Huang, Yi Xie, Xiaofeng Chen, Jin Li, Changyu Dong, Zheli Liu, Willy Susilo

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

GAME: Generative-Based Adaptive Model Extraction Attack.

Yi Xie, Mengdie Huang, Xiaoyu Zhang, Changyu Dong, Willy Susilo, Xiaofeng Chen

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey.

Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang

CoRR, 2021

CECMLP: New Cipher-Based Evaluating Collaborative Multi-layer Perceptron Scheme in Federated Learning.

Yuqi Chen, Xiaoyu Zhang, Yi Xie, Meixia Miao, Xu Ma

Proceedings of the Applied Cryptography and Network Security, 2021

2020

A High-Recall Membership Inference Attack Based on Confidence-Thresholding Method with Relaxed Assumption.

Lulu Wang, Xiaoyu Zhang, Yi Xie, Xu Ma, Meixia Miao

Proceedings of the Machine Learning for Cyber Security - Third International Conference, 2020