[HTML][HTML] SQL injection attack detection in network flow data

IS Crespo-Martínez, A Campazas-Vega… - Computers & …, 2023 - Elsevier
SQL injections rank in the OWASP Top 3. The literature shows that analyzing network
datagrams allows for detecting or preventing such attacks. Unfortunately, such detection …

An investigation into the performances of the state-of-the-art machine learning approaches for various cyber-attack detection: A survey

T Ige, C Kiekintveld, A Piplai - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In this research, we analyzed the suitability of each of the current state-of-the-art machine
learning models for various cyberattack detection from the past 5 years with a major …

Software defined networking based network traffic classification using machine learning techniques

AO Salau, MM Beyene - Scientific Reports, 2024 - nature.com
The classification of network traffic has become increasingly crucial due to the rapid growth
in the number of internet users. Conventional approaches, such as identifying traffic based …

Cybersecurity vulnerabilities and solutions in Ethiopian university websites

AY Eshetu, EA Mohammed, AO Salau - Journal of Big Data, 2024 - Springer
This study investigates the causes and countermeasures of cybercrime vulnerabilities,
specifically focusing on selected 16 Ethiopian university websites. This study uses a …

Detection and prevention of SQLI attacks and developing compressive framework using machine learning and hybrid techniques

WB Demilie, FG Deriba - Journal of Big Data, 2022 - Springer
A web application is a software system that provides an interface to its users through a web
browser on any operating system (OS). Despite their growing popularity, web application …

Detection of sql injection attack using machine learning based on natural language processing

J Triloka, H Hartono, S Sutedi - International Journal of Artificial Intelligence …, 2022 - ijair.id
There has been a significant increase in the number of cyberattacks. This is not only
happening in Indonesia, but also in many countries. Â Thus, the issue of cyber attacks …

Network Attacks Classification for Network Forensics Investigation: Literature Reviews

M Maulana, A Luthfi, DK Wibowo - Jurnal RESTI (Rekayasa Sistem …, 2023 - jurnal.iaii.or.id
The computer network plays an important role in supporting various jobs and other activities
in the cyber world. Various kinds of crimes have often occurred on computer networks. It is …

Detection of SQL Injection Attacks Based on Supervised Machine Learning Algorithms: A Review

HS Abdullah, AM Abdulazeez - International Journal of Informatics …, 2024 - ojs.unikom.ac.id
In the ever-changing world of cybersecurity, it is becoming more important to ensure integrity
of web applications as well as securing sensitive data. Among a variety of vulnerabilities …

Determining Web Application Vulnerabilities Using Machine Learning Methods

A Zhumabekova, ET Matson, V Karyukin… - … School-Seminar on …, 2023 - ieeexplore.ieee.org
Information technology is a significant factor in the modern world. This area is developing
quickly, becoming essential as new, more complex protection methods appear. Threat …

[HTML][HTML] Enhancing Structured Query Language Injection Detection with Trustworthy Ensemble Learning and Boosting Models Using Local Explanation Techniques

TTH Le, Y Hwang, C Choi, RW Wardhani… - Electronics, 2024 - mdpi.com
This paper presents a comparative analysis of several decision models for detecting
Structured Query Language (SQL) injection attacks, which remain one of the most prevalent …