D.K.W.G.G.T. Chandrasiri

HYBRID TRANSFORMER-BASED CLASSIFICATION FOR WEB-BASED INJECTION ATTACK DETECTION: A NOVEL ROBERTA-XLNET APPROACH

2025 · International Journal of Computer Science and Information Technology

Web-based injection attacks such as SQL Injection (SQLi) and Cross-Site Scripting (XSS) remain significant cybersecurity threats, enabling adversaries to manipulate databases, execute unauthorized commands, and compromise sensitive data. Traditional detection mechanisms—including rule-based and anomaly-based intrusion …