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Ali Taqi

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Open access Jul 2026

Robust Detection of XSS and SQL Injection in JSON-API Traffic via JSON-Aware Canonicalization and Few-Shot Adversarial Fine-Tuning

A deployment-minded pipeline that integrates JSON-aware  canonicalization that standardizes benign representational variance while preserving attack-relevant semantics, with the largest reductions on JSON wrapping and on multi-step chains such as homoglyph ?

Ali Taqi, Hassan Hassan, Ghaidaa Abdulsaheb · 0 citations