Optimized Detection of SQL Injection Attacks Using Machine Learning: Enhancing Accuracy and Explainability in Cybersecurity

Authors: AlZoubi, Wael A., Mohsin, Sanaa, Hashim, Abdulghafor M., Radhi, Ahmed D., Alrashid, Zainab G., Az-Zo'Bi, Emad A., Tashtoush, Mohammad A.

Source: 2025 International Conference on Cybersecurity and AI-Based Systems (Cyber-AI) Cybersecurity and AI-Based Systems (Cyber-AI), 2025 International Conference on. :73-81 Sep, 2025

Relation: 2025 International Conference on Cybersecurity and AI-Based Systems (Cyber-AI)

Design of SQL Injection Detection System Based on Genetic Algorithm

Authors: Liu, Tao, Feng, Zhihong, Jin, Ruohua

Source: 2025 10th International Conference on Computer and Communication System (ICCCS) Computer and Communication System (ICCCS), 2025 10th International Conference on. :1215-1220 Apr, 2025

Relation: 2025 10th International Conference on Computer and Communication System (ICCCS)

Trident: Detecting SQL Injection Attacks via Abstract Syntax Tree-based Neural Network

Authors: Li, Yuanlin, Xu, Zhiwei, Zhou, Min, Wan, Hai, Zhao, Xibin

Source: 2024 39th IEEE/ACM International Conference on Automated Software Engineering (ASE) ASE Automated Software Engineering (ASE), 2024 39th IEEE/ACM International Conference on. :2225-2229 Oct, 2024

Relation: 2024 39th IEEE/ACM International Conference on Automated Software Engineering (ASE)

uitSQLid: SQL Injection Detection Using Multi Deep Learning Models Approach

Authors: Tram, Dong Thi Ngoc, Cam, Nguyen Tan

Source: 2024 International Conference on Information Management and Technology (ICIMTech) Information Management and Technology (ICIMTech), 2024 International Conference on. :765-770 Aug, 2024

Relation: 2024 International Conference on Information Management and Technology (ICIMTech)

Enhancing SQL Injection Detection Using Ensemble Learning and Boosting Models

Authors: Hwang, Yeonjeong, Le, Thi-Thu-Huong, Wardhani, Rini Wisnu, Putranto, Dedy Septono Catur, Kim, Howon

Source: 2024 International Conference on Platform Technology and Service (PlatCon) Platform Technology and Service (PlatCon), 2024 International Conference on. :101-106 Aug, 2024

Relation: 2024 International Conference on Platform Technology and Service (PlatCon)

Utilizing an Ensemble Classification Method to Assess the Severity of SQL Injection Attacks and XSS

Authors: Chauhan, Vineet Kumar, Kumar, Awadhesh, Kumar, Suresh, Singh, Trilok, Dwivedi, Rakesh Kumar

Source: 2023 12th International Conference on System Modeling & Advancement in Research Trends (SMART) System Modeling & Advancement in Research Trends (SMART), 2023 12th International Conference on. :133-139 Dec, 2023

Relation: 2023 12th International Conference on System Modeling & Advancement in Research Trends (SMART)

Beyond the Basics: A Study of Advanced Techniques for Detecting and Preventing SQL Injection Attacks

Authors: Goyal, Ashtha, Matta, Priya

Source: 2023 4th International Conference on Smart Electronics and Communication (ICOSEC) Smart Electronics and Communication (ICOSEC), 2023 4th International Conference on. :628-631 Sep, 2023

Relation: 2023 4th International Conference on Smart Electronics and Communication (ICOSEC)

Detection of SQL Injection Attack Using Adaptive Deep Forest

Authors: Roobini, M.S., Srividhya, S.R., Sugnaya, Vennela, Kannekanti, Nikhila, Guntumadugu

Source: 2022 International Conference on Communication, Computing and Internet of Things (IC3IoT) Communication, Computing and Internet of Things (IC3IoT), 2022 International Conference on. :1-6 Mar, 2022

Relation: 2022 International Conference on Communication, Computing and Internet of Things (IC3IoT)

Superviz25-SQL: high-quality dataset to empower unsupervised SQL injection detection systems

Authors: Quetel, Grégor, Alata, Eric, Gimenez, Pierre-François, Robert, Thomas, Pautet, Laurent

Contributors: QUETEL, Grégor

Subject Terms: SQL injection, Dataset SQL injection Anomaly detection, Anomaly detection, [INFO] Computer Science [cs], SQL Injection Detection Dataset, Dataset

File Description: application/pdf

Access URL: https://hal.science/hal-05314211v1

SQL Injection Detection Using Machine Learning Techniques

Authors: Hosam, Eman, Hosny, Hagar, Ashraf, Walaa, Kaseb, Ahmed S.

Source: 2021 8th International Conference on Soft Computing & Machine Intelligence (ISCMI) Soft Computing & Machine Intelligence (ISCMI), 2021 8th International Conference on. :15-20 Nov, 2021

Relation: 2021 8th International Conference on Soft Computing & Machine Intelligence (ISCMI)

An Efficient SQL Injection Detection System Using Deep Learning

Authors: R, Jothi K, Balaji B, Saravana, Pandey, Nishant, Beriwal, Pradyumn, Amarajan, Abhinandan

Source: 2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) Computational Intelligence and Knowledge Economy (ICCIKE), 2021 International Conference on. :442-445 Mar, 2021

Relation: 2021 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)

Pavement structure optimization design system based on network attack detection and heuristic algorithm

Authors: ZHANG Jiujiu; SHI Xinli; CAO Jinde

Source: Nantong Daxue xuebao. Ziran kexue ban, Vol 23, Iss 04, Pp 23-35 (2024)

Subject Terms: pavement structure, optimization design, sql injection detection, deep learning, heuristic algorithm, Technology

File Description: electronic resource

Relation: https://ngzke.cbpt.cnki.net/portal/journal/portal/client/paper/99fcefcda4cf5b766dca462642ca47b9; https://doaj.org/toc/1673-2340

Access URL: https://doaj.org/article/436e41de560646888ff24f180b0a719e

SQL Injection Detection Based on Lightweight Multi-Head Self-Attention

Authors: Rui-Teng Lo, Wen-Jyi Hwang, Tsung-Ming Tai

Source: Applied Sciences ; Volume 15 ; Issue 2 ; Pages: 571

Subject Terms: cyber security, SQL injection detection, natural language processing, machine learning, deep learning

Subject Geographic: agris

File Description: application/pdf

Relation: Computing and Artificial Intelligence; https://dx.doi.org/10.3390/app15020571

Availability: https://doi.org/10.3390/app15020571

LSTM-Based SQL Injection Detection Method for Intelligent Transportation System

Authors: Li, Q., Wang, F., Wang, J., Li, W.

Source: IEEE Transactions on Vehicular Technology IEEE Trans. Veh. Technol. Vehicular Technology, IEEE Transactions on. 68(5):4182-4191 May, 2019

A SQL Injection Detection Method Based on Adaptive Deep Forest

Authors: Li, Q., Li, W., Wang, J., Cheng, M.

Source: IEEE Access Access, IEEE. 7:145385-145394 2019

Systematic Literature Review of Methods Used for SQL Injection Detection Based on Intelligent Algorithms

Authors: Navarro-Cáceres, Juan José^Aff18, Crespo-Martínez, Ignacio Samuel^Aff18, Campazas-Vega, Adrián^Aff18, Guerrero-Higueras, Ángel Manuel^Aff18

Contributors: Kacprzyk, Janusz, Series Editor^Aff1, Gomide, Fernando, Advisory Editor^Aff2, Kaynak, Okyay, Advisory Editor^Aff3, Liu, Derong, Advisory Editor^Aff4, Pedrycz, Witold, Advisory Editor^Aff5, Polycarpou, Marios M., Advisory Editor^Aff6, Rudas, Imre J., Advisory Editor^Aff7, Wang, Jun, Advisory Editor^Aff8, García Bringas, Pablo, editor^Aff9, Pérez García, Hilde, editor^Aff10, Martínez de Pisón, Francisco Javier, editor^Aff11, Martínez Álvarez, Francisco, editor^Aff12, Troncoso Lora, Alicia, editor^Aff13, Herrero, Álvaro, editor^Aff14, Calvo Rolle, José Luis, editor^Aff15, Quintián, Héctor, editor^Aff16, Corchado, Emilio, editor^Aff17

Source: International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023) : Proceedings. 748:59-68

Learning to detect SQLIA using node centrality with feature selection

Authors: Kar, Debabrata, Sahoo, Ajit Kumar, Agarwal, Khushboo, Panigrahi, Suvasini, Das, Madhabananda

Source: 2016 International Conference on Computing, Analytics and Security Trends (CAST) Computing, Analytics and Security Trends (CAST), International Conference on. :18-23 Dec, 2016

Relation: 2016 International Conference on Computing, Analytics and Security Trends (CAST)

A Systematic Literature Review on SQL Injection Attacks

Authors: Maryam Mehmood, Asad Ijaz

Source: NUML International Journal of Engineering and Computing, Vol 2, Iss 2 (2024)

Subject Terms: TK7885-7895, TA168, Computer engineering. Computer hardware, QA76.75-76.765, Engineering design, TA174, Mechanics of engineering. Applied mechanics, TA349-359, Computer software, SQL injection, SQL injection detection, SQL injection prevention, SQL injection types, SQL injection techniques, Systems engineering

Access URL: https://doaj.org/article/57e3fa767ec642b0ba93797f212b3896

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

Authors: Thi-Thu-Huong Le, Yeonjeong Hwang, Changwoo Choi, Rini Wisnu Wardhani, Dedy Septono Catur Putranto, Howon Kim

Source: Electronics ; Volume 13 ; Issue 22 ; Pages: 4350

Subject Terms: explained AI, SQL injection detection, decision tree, random forest, XGBoost, AdaBoost, gradient boosting decision tree, histogram gradient boosting decision tree, local explanation, SHAP, LIME

File Description: application/pdf

Relation: https://dx.doi.org/10.3390/electronics13224350

Availability: https://doi.org/10.3390/electronics13224350

Machine Learning Algorithm Based Automated Tool for Cyberbullying Detection in Discord App

Authors: RavinathaHiththatiya, Yasiru Silva, Dushan Fernando, Dr. Lakmal Rupasinghe, Shehan Kodagoda

Subject Terms: 0301 basic medicine, 0303 health sciences, 03 medical and health sciences, Cyberbullying Detection, Machine Learning Models, Phishing Link Detection, SQL Injection Detection, Content Analysis, Speech-to-Text Conversion, Optical Character Recognition, Event-Driven Programming, Discord Server