The evolution of network technologies has significantly transformed global communication,
information sharing, and connectivity. Traditional networks, relying on static configurations …

Foundational models have caused a paradigm shift in the way artificial intelligence (AI)
systems are built. They have had a major impact in natural language processing (NLP), and …

Machine Learning (ML)-based techniques are increasingly used for network management
tasks, such as intrusion detection, application identification, or asset management. Recent …

Operating System (OS) fingerprinting is essential for network management and
cybersecurity, enabling accurate device identification based on network traffic analysis …

This survey paper provides an extensive review of the application of Large Language
Models (LLMs) in network operations and management (NO&M). It outlines the …

Trace analysis is a protocol reverse engineering technique that aims to determine the
behavior of unknown network protocols by examining network messages. One of the …

域名系统(domain name system, DNS) 作为互联网资源的名字标识服务, 提供了从域名到IP
地址的查询转换功能, 是用户访问互联网应用的入口, 也是用户侧安全威胁感知与防御的关键点 …

The paper considers the problem of detecting distorted data using a multimodal approach.
Various methods of classification are being investigated. In the course of experimental …

This work explores TabTransformers for operating system fingerprinting, leveraging their
ability to learn relationships within data to make classification based on network traffic …

Recognition of network protocols is one of the most important steps in the intelligent
algorithms for detecting incidents and anomalies in information security systems. In cases …