A systematic review of fuzzing based on machine learning techniques

Y Wang, P Jia, L Liu, C Huang, Z Liu - PloS one, 2020‏ - journals.plos.org
Security vulnerabilities play a vital role in network security system. Fuzzing technology is
widely used as a vulnerability discovery technology to reduce damage in advance …

A survey on fuzz testing technologies for industrial control protocols

X Wei, Z Yan, X Liang - Journal of Network and Computer Applications, 2024‏ - Elsevier
The development of the industrial Internet of Things enables industrial control systems to
become inter-networked and inter-connected, making them intelligent with high productivity …

An adaptive fuzzing method based on transformer and protocol similarity mutation

W Wang, Z Chen, Z Zheng, H Wang - Computers & Security, 2023‏ - Elsevier
Industrial control protocols have a large number of vulnerabilities due to lacking
authentication and misuse of function codes, which seriously threaten the production safety …

An optimization technique for intrusion detection of industrial control network vulnerabilities based on BP neural network

W **a, R Neware, SD Kumar, DA Karras… - International Journal of …, 2022‏ - Springer
The aim of this research is to solve the problem that the intrusion detection model of
industrial control system has low detection rate and detection efficiency against various …

MTA Fuzzer: A low-repetition rate Modbus TCP fuzzing method based on Transformer and Mutation Target Adaptation

W Wang, Z Chen, Z Zheng, H Wang, J Luo - Computers & Security, 2024‏ - Elsevier
The widespread application of industrial control systems has driven the development of
industrial control protocols. However, traditional industrial control protocols suffer from …

[HTML][HTML] A trust-influenced smart grid: A survey and a proposal

K Boakye-Boateng, AA Ghorbani… - Journal of Sensor and …, 2022‏ - mdpi.com
A compromised Smart Grid, or its components, can have cascading effects that can affect
lives. This has led to numerous cybersecurity-centric studies focusing on the Smart Grid in …

[HTML][HTML] Experimental implementation and performance evaluation of an IoT access gateway for the modbus extension

VG Găitan, I Zagan - Sensors, 2021‏ - mdpi.com
This paper presents the relevant aspects regarding the experimental implementation and
performance evaluation of an Internet of things (IoT) gateway for the Modbus extension. The …

[HTML][HTML] The design of large scale IP address and port scanning tool

C Yuan, J Du, M Yue, T Ma - Sensors, 2020‏ - mdpi.com
The control network is an important supporting environment for the control system of the
heavy ion accelerator in Lanzhou (HIRFL). It is of great importance to maintain the …

Enhancing the modbus communication protocol to minimize acquisition times based on an STM32-embedded device

I Zagan, VG Găitan - Mathematics, 2022‏ - mdpi.com
The primary function of a distributed bus is to connect sensors, actuators, and control units
that are used for an acquisition process. Application domains, such as industrial monitoring …

TXL-Fuzz: A Long Attention Mechanism-Based Fuzz Testing Model for Industrial IoT Protocols

L Chen, Y Wang, X **ang, D **, Y Ren… - IEEE Internet of …, 2024‏ - ieeexplore.ieee.org
In recent years, industrial control systems (ICSs) security incidents have revealed
vulnerabilities in the system hardware, user programs, and communication protocols. The …