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1

A cybersecurity method to detect SQL injection attacks using heuristic-driven feature selection and machine learning algorithms
Arasteh, Bahman ; Karimi, Mohammadbagher ; Kusetogullari, Huseyin ; et al.
The Journal of Supercomputing: An International Journal of High-Performance Computer Design, Analysis, and Use. 82(1)

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3

Enhancing Web Application Firewall with Ensemble Machine Learning to Detect SQL Injection Attacks
Abrar Ikramaputra ; Amang Sudarsono ; Norma Ningsih
2025 International Electronics Symposium (IES). :521-526

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4

Superviz25-SQL: High-Quality Dataset to Empower Unsupervised SQL Injection Detection Systems
Quetel, Grégor ; Alata, Eric ; Gimenez, Pierre-François ; et al.
ESORICS - ANUBIS 2025 - 1st International Workshop on Assessment with New methodologies. :1-20

Toulouse, France Anomaly detection SQL injection Dataset SQL Injection Detection... [INFO]Computer Science [...
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5

A Hybrid Deep Learning Model for SQL Injection Attack Detection
Emanuel N. Casmiry ; Ramadhani S. Sinde ; Neema M. Mduma
IEEE Access, Vol 14, Pp 6450-6463 (2026)

Deep learning natural language process... SQL injection (SQLi) cyberattack hybrid architectures Electrical engineering.... …
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6

Machine Learning-Based Detection and Classification of SQL Injection Attacks Using a Stacking Ensemble Model
Gbeminiyi Falowo ; Blessing Oluwatobi Olorunfemi ; Abidemi Emmanuel Adeniyi ; et al.
2025 Conference on Information Communications Technology and Society (ICTAS). :1-6

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8

A Zero-Sum Game Theoretic Framework for SQL Injection Attacks and Self-defense
Yuqi Zhang ; Xin Zhang
2025 7th International Conference on Artificial Intelligence Technologies and Applications (ICAITA). :83-87

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9

Using ChatGPT in Designing Web Applications Resistant to SQL Injection Attacks
Helena Markulin ; Aleksander Radovan ; Branko Mihaljević ; et al.
2025 MIPRO 48th ICT and Electronics Convention. :2167-2172

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11

Machine Learning Approaches for Detection of SQL Injection Attacks
Ican Anwar
Jurnal Sistem Informasi dan Teknik Informatika (JAFOTIK). 3:1-6

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12

Enhancing Web Security: A Comprehensive Approach to Detect and Prevent SQL Injection Attacks through Innovative Query Comparison and Encryption Algorithms
Hossain, Md. Monowar ; Hasnat, Md. Abul ; Islam, Md. Shahidul

SQL Web Security Prevention Web Application PHP SQL injection Attack
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13

Web Exploits Unveiled a Comprehensive Study on SQL Injection Attacks and Mitigation
Ibrahim Obeidat ; Ayoub Alsarhan ; Qais Al-Na'amneh ; et al.
Blockchain Detection of Cybersecurity Attacks and Risk Management ISBN: 9798337317175

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14

Detecting SQL injection attacks by binary gray wolf optimizer and machine learning algorithms
Bahman Arasteh ; Babak Aghaei ; Behnoud Farzad ; et al.
Neural Computing and Applications. 36:6771-6792

Software Security Sql Injection Attacks Artificial Neural Networ... 0202 electrical engineer... 02 engineering and techn... Feature Selection …
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15

Using ChatGPT in Designing Web Applications Resistant to SQL Injection Attacks
Mihaljević, Branko ; Radovan, Aleksander ; Bilić, Krunoslav
48th ICT and Electronics Convention MIPRO 2025.

web application security ChatGPT SQL injection attack and...
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16

Securing Transportation Web Applications: An AI-Driven Approach to Detect and Mitigate SQL Injection Attacks
Mohamed, Machaat
17 J. Transp. Sec. 1 (2023-2024) / Journal of Transportation Security, Vol. 17, pp. 1-18

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17

Comparative Analysis of the Performance of Decision Tree and Random Forest Algorithms in SQL Injection Attack Detection
Alfatarizky Budi Aulianoor ; Muhammad Koprawi
Journal of Applied Informatics and Computing, Vol 8, Iss 1, Pp 194-202 (2024)

machine learning sql injection Electronic computers. Co... decision tree QA75.5-76.95 random forest …
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18

SQL-Injection Vulnerability Scanning Tool for Automatic Creation of SQL-Injection Attacks
B. Kalaiselvi B. Kalaiselvi ; Mannepalle Sai Chandu ; Maridhu Narendra ; et al.
International Journal of Advances in Engineering and Management. 7:577-587

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19

A New Database Integrity Protection Approach Against SQL Injection Attacks (SQLIAs)
Asma Hasan Alhowiti ; Awad M. Awadelkarim Mohamed
2025 4th International Conference on Computing and Information Technology (ICCIT). :507-512

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20

Optimized Detection of SQL Injection Attacks with Layered Decision Forest
K. Mangaiyarkarasi ; P.S. Uma Priyadarsini
2025 12th International Conference on Computing for Sustainable Global Development (INDIACom). :1-6

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