Mengxin Zheng

According to our database, Mengxin Zheng authored at least 9 papers between 2022 and 2023.

Collaborative distances:

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

2023

TrojFair: Trojan Fairness Attacks.

Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang

CoRR, 2023

TrojFSP: Trojan Insertion in Few-shot Prompt Tuning.

Mengxin Zheng, Jiaqi Xue, Xun Chen, Yanshan Wang, Qian Lou, Lei Jiang

CoRR, 2023

TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models.

Jiaqi Xue, Yepeng Liu, Mengxin Zheng, Ting Hua, Yilin Shen, Ladislau Bölöni, Qian Lou

CoRR, 2023

SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning.

Mengxin Zheng, Jiaqi Xue, Xun Chen, Lei Jiang, Qian Lou

CoRR, 2023

TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models.

Jiaqi Xue, Mengxin Zheng, Ting Hua, Yilin Shen, Yepeng Liu, Ladislau Bölöni, Qian Lou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data.

Mengxin Zheng, Fan Chen, Lei Jiang, Qian Lou

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Primer: Fast Private Transformer Inference on Encrypted Data.

Mengxin Zheng, Qian Lou, Lei Jiang

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

TrojViT: Trojan Insertion in Vision Transformers.

Mengxin Zheng, Qian Lou, Lei Jiang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption.

Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu

Proceedings of the 17th ACM International Symposium on Nanoscale Architectures, 2022