Detection of sql injection attack using machine learning techniques: a systematic literature review

M Alghawazi, D Alghazzawi, S Alarifi - Journal of Cybersecurity and …, 2022 - mdpi.com
An SQL injection attack, usually occur when the attacker (s) modify, delete, read, and copy
data from database servers and are among the most damaging of web application attacks. A …

Systematic review analysis on SQLIA detection and prevention approaches

MS Aliero, KN Qureshi, MF Pasha, I Ghani… - Wireless Personal …, 2020 - Springer
SQL injection attack (SQLIA) is one of the most severe attacks that can be used against web
database driving applications. Attackers use SQLIA to get unauthorized access and perform …

Detection of SQL injection based on artificial neural network

P Tang, W Qiu, Z Huang, H Lian, G Liu - Knowledge-Based Systems, 2020 - Elsevier
The SQL injection, a common web attack, has been a challenging network security issue
which causes annually millions of dollars of financial loss worldwide as well as a large …

Detection of SQL injection attacks: a machine learning approach

M Hasan, Z Balbahaith… - … Conference on Electrical …, 2019 - ieeexplore.ieee.org
With the rapid growth in online services, hacking (alternatively attacking) on online database
applications has become a grave concern now. Attacks on online database application are …

[HTML][HTML] Simulating SQL injection vulnerability exploitation using Q-learning reinforcement learning agents

L Erdődi, ÅÅ Sommervoll, FM Zennaro - Journal of Information Security and …, 2021 - Elsevier
In this paper, we propose a formalization of the process of exploitation of SQL injection
vulnerabilities. We consider a simplification of the dynamics of SQL injection attacks by …

Deep Neural Network‐Based SQL Injection Detection Method

W Zhang, Y Li, X Li, M Shao, Y Mi… - Security and …, 2022 - Wiley Online Library
Among the network security problems, SQL injection is a common and challenging network
attack means, which can cause inestimable loop‐breaking and loss to the database, and …

Semantic query-featured ensemble learning model for SQL-injection attack detection in IoT-ecosystems

M Gowtham, HB Pramod - IEEE Transactions on Reliability, 2021 - ieeexplore.ieee.org
Structured query language (SQL) has emerged as one of the most used databases, serving
an array of Internet-of-Things (IoTs)-enabled services including web-transactions, grid …

SQL injection attack detection by machine learning classifier

P Roy, R Kumar, P Rani - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
SQL Injection is one of the top 10 vulnerabilities in web-based systems. This attack
essentially penetrates the logical section of the database. If the database has a logical flaw …

A CNN-BiLSTM based approach for detection of SQL injection attacks

N Gandhi, J Patel, R Sisodiya, N Doshi… - 2021 International …, 2021 - ieeexplore.ieee.org
Web application attacks concerned with Structured Query Language Injection (SQLI) have
been a major threat in the field of cybersecurity. SQLI attacks majorly lead to leakage of …

Enhancing the performance of SQL injection attack detection through probabilistic neural networks

FK Alarfaj, NA Khan - Applied Sciences, 2023 - mdpi.com
SQL injection attack is considered one of the most dangerous vulnerabilities exploited to
leak sensitive information, gain unauthorized access, and cause financial loss to individuals …