12 citations · 23 across the 25 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.CV2022
ESTAS: Effective and Stable Trojan Attacks in Self-supervised Encoders with One Target Unlabelled Sample
Jiaqi Xue, Qian Lou
Emerging self-supervised learning (SSL) has become a popular image representation encoding method to obviate the reliance on labeled data and learn rich representations from large-…
cs.LG2022
Audit and Improve Robustness of Private Neural Networks on Encrypted Data
Jiaqi Xue, Lei Xu, Lin Chen +3
Performing neural network inference on encrypted data without decryption is one popular method to enable privacy-preserving neural networks (PNet) as a service. Compared with regul…
eess.IV2022★ 2 cited
Multiple EffNet/ResNet Architectures for Melanoma Classification
Jiaqi Xue, Chentian Ma, Li Li +1
Melanoma is the most malignant skin tumor and usually cancerates from normal moles, which is difficult to distinguish benign from malignant in the early stage. Therefore, many mach…