papers
Publications (3)
cs.CR2024
AuthNet: Neural Network with Integrated Authentication Logic
Yuling Cai, Fan Xiang, Guozhu Meng +2
Model stealing, i.e., unauthorized access and exfiltration of deep learning models, has become one of the major threats. Proprietary models may be protected by access controls and…
cs.CR2024
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning
Peizhuo Lv, Pan Li, Shenchen Zhu +9
Recent years have witnessed tremendous success in Self-Supervised Learning (SSL), which has been widely utilized to facilitate various downstream tasks in Computer Vision (CV) and…
cs.NI2011
Towards High-Performance Network Application Identification With Aggregate-Flow Cache
Fei He, Fan Xiang, Yibo Xue +1
Classifying network traffic according to their application-layer protocols is an important task in modern networks for traffic management and network security. Existing payload-bas…