STRATA: A Security Tactic-Aware Framework for LLM-Based Vulnerability Repair

Published in SSRN, 2026

STRATA combines WALA-based static analysis with LLM-based patch generation and iterative build, test, and policy validation to inject security mitigation tactics into vulnerable Java programs.

Recommended citation: Mohammed Latif Siddiq, Xinye Zhao, Joanna Cecilia da Silva Santos. (2026). "STRATA: A Security Tactic-Aware Framework for LLM-Based Vulnerability Repair." SSRN.
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