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Mengxin Zheng
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 12
Top Topics
Black Boxes
Encrypted Data
Language Model
Homomorphic Encryption
Top Venues
CoRR
ISQED
NANOARCH
DAC
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Publications
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Jiaqi Xue
,
Mengxin Zheng
,
Ting Hua
,
Yilin Shen
,
Yepeng Liu
,
Ladislau Bölöni
,
Qian Lou
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models.
NeurIPS
(2023)
Mengxin Zheng
,
Qian Lou
,
Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers.
CVPR
(2023)
Jiaqi Xue
,
Yepeng Liu
,
Mengxin Zheng
,
Ting Hua
,
Yilin Shen
,
Ladislau Bölöni
,
Qian Lou
TrojPrompt: A Black-box Trojan Attack on Pre-trained Language Models.
CoRR
(2023)
Mengxin Zheng
,
Qian Lou
,
Lei Jiang
Primer: Fast Private Transformer Inference on Encrypted Data.
CoRR
(2023)
Mengxin Zheng
,
Jiaqi Xue
,
Yi Sheng
,
Lei Yang
,
Qian Lou
,
Lei Jiang
TrojFair: Trojan Fairness Attacks.
CoRR
(2023)
Mengxin Zheng
,
Jiaqi Xue
,
Xun Chen
,
Yanshan Wang
,
Qian Lou
,
Lei Jiang
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning.
CoRR
(2023)
Mengxin Zheng
,
Qian Lou
,
Lei Jiang
Primer: Fast Private Transformer Inference on Encrypted Data.
DAC
(2023)
Mengxin Zheng
,
Jiaqi Xue
,
Xun Chen
,
Lei Jiang
,
Qian Lou
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning.
CoRR
(2023)
Mengxin Zheng
,
Fan Chen
,
Lei Jiang
,
Qian Lou
PriML: An Electro-Optical Accelerator for Private Machine Learning on Encrypted Data.
ISQED
(2023)
Mengxin Zheng
,
Qian Lou
,
Lei Jiang
TrojViT: Trojan Insertion in Vision Transformers.
CoRR
(2022)
Mengxin Zheng
,
Qian Lou
,
Fan Chen
,
Lei Jiang
,
Yongxin Zhu
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption.
CoRR
(2022)
Mengxin Zheng
,
Qian Lou
,
Fan Chen
,
Lei Jiang
,
Yongxin Zhu
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption.
NANOARCH
(2022)