Meng Shen

Certificate-aware encrypted traffic classification using Second-Order Markov Chain

2016

With the prosperity of network applications, traffic classification serves as a crucial role in network management and malicious attack detection. The widely used encryption transmission protocols, such as the Secure Socket Layer/Transport Layer Security (SSL/TLS) …

Bluetooth-based COVID-19 Proximity Tracing Proposals: An Overview

2020 · arXiv (Cornell University)

Large-scale COVID-19 infections have occurred worldwide, which has caused tremendous impact on the economy and people's lives. The traditional method for tracing contagious virus, for example, determining the infection chain according to the memory of …

Effective and Robust Physical-World Attacks on Deep Learning Face Recognition Systems

2021 · IEEE Transactions on Information Forensics and Security

Deep neural networks (DNNs) have been increasingly used in face recognition (FR) systems. Recent studies, however, show that DNNs are vulnerable to adversarial examples, which potentially mislead DNN-based FR systems in the physical world. Existing …