[go: up one dir, main page]
More Web Proxy on the site http://driver.im/

Zhou et al., 2021 - Google Patents

Fingerprinting IIoT devices through machine learning techniques

Zhou et al., 2021

Document ID
3667889656844161521
Author
Zhou F
Qu H
Liu H
Liu H
Li B
Publication year
Publication venue
Journal of Signal Processing Systems

External Links

Snippet

From a security perspective, identifying Industrial Internet of Things (IIoT) devices connected to a network has multiple applications such as penetration testing, vulnerability assessment, etc. In this work, we propose a feature-based methodology to perform device-type …
Continue reading at link.springer.com (other versions)

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1425—Traffic logging, e.g. anomaly detection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1408—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic by monitoring network traffic
    • H04L63/1416—Event detection, e.g. attack signature detection
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1441—Countermeasures against malicious traffic
    • H04L63/1458—Denial of Service
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00—Data switching networks
    • H04L12/02—Details
    • H04L12/26—Monitoring arrangements; Testing arrangements
    • H04L12/2602—Monitoring arrangements
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/14—Network architectures or network communication protocols for network security for detecting or protecting against malicious traffic
    • H04L63/1433—Vulnerability analysis
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L63/00—Network architectures or network communication protocols for network security
    • H04L63/02—Network architectures or network communication protocols for network security for separating internal from external traffic, e.g. firewalls
    • H04L63/0227—Filtering policies
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
    • H04L41/12—Arrangements for maintenance or administration or management of packet switching networks network topology discovery or management
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance or administration or management of packet switching networks
    • H04L41/02—Arrangements for maintenance or administration or management of packet switching networks involving integration or standardization
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G06F21/55—Detecting local intrusion or implementing counter-measures
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network-specific arrangements or communication protocols supporting networked applications
    • H04L67/10—Network-specific arrangements or communication protocols supporting networked applications in which an application is distributed across nodes in the network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing packet switching networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L69/00—Application independent communication protocol aspects or techniques in packet data networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L61/00—Network arrangements or network protocols for addressing or naming

Similar Documents

Publication Publication Date Title
Li et al. Detection and defense of DDoS attack–based on deep learning in OpenFlow‐based SDN
Xing et al. Survey on botnet detection techniques: Classification, methods, and evaluation
CN109450842B (en) Network malicious behavior recognition method based on neural network
Wang et al. A semantics aware approach to automated reverse engineering unknown protocols
Gogoi et al. MLH-IDS: a multi-level hybrid intrusion detection method
US11985142B2 (en) Method and system for determining and acting on a structured document cyber threat risk
CN107360145B (en) Multi-node honeypot system and data analysis method thereof
Greensmith et al. The DCA: SOMe comparison: A comparative study between two biologically inspired algorithms
Fei et al. The abnormal detection for network traffic of power iot based on device portrait
Al-Sanjary et al. Comparison and detection analysis of network traffic datasets using K-means clustering algorithm
Khandait et al. IoTHunter: IoT network traffic classification using device specific keywords
Wang et al. Alert correlation system with automatic extraction of attack strategies by using dynamic feature weights
Gebrye et al. Traffic data extraction and labeling for machine learning based attack detection in IoT networks
Lei et al. Detecting malicious domains with behavioral modeling and graph embedding
Xu et al. [Retracted] DDoS Detection Using a Cloud‐Edge Collaboration Method Based on Entropy‐Measuring SOM and KD‐Tree in SDN
Bortolameotti et al. Headprint: detecting anomalous communications through header-based application fingerprinting
Wang et al. DDOFM: Dynamic malicious domain detection method based on feature mining
Aiello et al. Unsupervised learning and rule extraction for Domain Name Server tunneling detection
Houmz et al. Detecting the impact of software vulnerability on attacks: A case study of network telescope scans
Zhou et al. Fingerprinting IIoT devices through machine learning techniques
Jing et al. DDoS detection based on graph structure features and non‐negative matrix factorization
Ding et al. A data-driven based security situational awareness framework for power systems
CN116668145A (en) Industrial control equipment manufacturer identification method based on industrial control protocol communication model
Ogini et al. Distributed Denial Of Service Attack Detection And Prevention Model For Iot-Based Computing Environment Using Ensemble Machine Learning Approach
Salah et al. Desktop and mobile operating system fingerprinting based on IPv6 protocol using machine learning algorithms