Neural networks have been widely applied in security applications such as spam and
phishing detection, intrusion prevention, and malware detection. This black-box method …

Abstract The Onion Router (TOR) network is a decentralized system of volunteer-run servers
that aims to protect the anonymity and privacy of users by routing their internet traffic through …

Anonymous network traffic is more pervasive than ever due to the accessibility of services
such as virtual private networks (VPN) and The Onion Router (Tor). To address the need to …

The main methods for protecting user privacy and addressing cybersecurity problems
caused by encrypted traffic are non-decryption detection approaches. However, these …

In an era marked by technological advancement, the rising reliance on Virtual Private
Networks (VPNs) necessitates sophisticated forensic analysis techniques to investigate VPN …

The anonymous system Tor uses an asymmetric algorithm to protect the content of
communications, allowing criminals to conceal their identities and hide their tracks. This …

Encryption protects internet users' data security and privacy but makes network traffic
classification a much harder problem. Network traffic classification is essential for identifying …

针对加密流量分类中由于不平衡数据导致的分类偏差和少数类识别率低的问题,
提出一种基于代价敏感卷积神经网络的加密流量分类方法. 鉴于传统卷积神经网络在处理不平衡 …

In this paper, we present the need for security, privacy, and trust in the 'Metaverse of Things'.
We envision the context 'Metaverse of Things', where everything and anything within the …

Classifying network traffic is the foundational step in analyzing diverse applications reliant
on network infrastructure, particularly focusing on identifying Over-The-Top (OTT) …