Mingzhong Wang

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) …

GANE: A Generative Adversarial Network Embedding

2018 · arXiv (Cornell University)

Network embedding has become a hot research topic recently which can provide low-dimensional feature representations for many machine learning applications. Current work focuses on either (1) whether the embedding is designed as an unsupervised learning …

TEAC: Intergrating Trust Region and Max Entropy Actor Critic for Continuous Control

2021

Trust region methods and maximum entropy methods are two state-of-the-art branches used in reinforcement learning (RL) for the benefits of stability and exploration in continuous environments, respectively. This paper proposes to integrate both branches in …