Yi Xie

Postdoc, Tsinghua Shenzhen International Graduate School, Tsinghua University

Joined

June 2022

Names

Yi Xie (Preferred)

Emails

****@stu.xidian.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@tsinghua.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

Tsinghua Shenzhen International Graduate School, Tsinghua University (tsinghua.edu.cn)

2024 – 2026

Advisors, Relations & Conflicts

Postdoc Advisor

Shu-Tao Xia

2024 – 2026

PhD Advisor

Xiaofeng Chen

2019 – 2024

Expertise

LLM for Security

2024 – 2026

Agent Security

2024 – 2026

adversarial machine learning

2019 – 2024

Publications

Towards Effective Prompt Stealing Attack against\\Text-to-Image Diffusion Models
Shiqian Zhao, Chong Wang, Yiming Li, Yihao Huang, Wenjie Qu, Siew Kei Lam, Yi Xie, Kangjie Chen, Jie Zhang, Tianwei Zhang
- NDSS 2026
- Readers: Everyone
Towards Effective Prompt Stealing Attack against Text-to-Image Diffusion Models
Shiqian Zhao, Chong Wang, Yiming Li, Yihao Huang, Wenjie Qu, Siew-Kei Lam, Yi Xie, Kangjie Chen, Jie Zhang, Tianwei Zhang
- CoRR 2025
- Readers: Everyone
SAME: Sample Reconstruction against Model Extraction Attacks
Yi Xie, Jie Zhang, Shiqian Zhao, Tianwei Zhang, Xiaofeng Chen
- AAAI 2024
- Readers: Everyone
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
- AsiaCCS 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Comput. Stand. Interfaces 2023
- Readers: Everyone
GAME: Generative-Based Adaptive Model Extraction Attack
Yi Xie, Mengdie Huang, Xiaoyu Zhang, Changyu Dong, Willy Susilo, Xiaofeng Chen
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ESORICS (1) 2022
- Readers: Everyone
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
- Readers: Everyone
CECMLP: New Cipher-Based Evaluating Collaborative Multi-layer Perceptron Scheme in Federated Learning
Yuqi Chen, Xiaoyu Zhang, Yi Xie, Meixia Miao, Xu Ma
- ACNS (1) 2021
- Readers: Everyone
A High-Recall Membership Inference Attack Based on Confidence-Thresholding Method with Relaxed Assumption
Lulu Wang, Xiaoyu Zhang, Yi Xie, Xu Ma, Meixia Miao
- ML4CS (2) 2020
- Readers: Everyone

Yi Xie

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors