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Author

Saatvik Pradhan

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2 papers indexed here

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Review Oct 2026

CISB-Bench: An Auditable Source--IR Dataset of Compiler-Introduced Security Bugs

Compiler-introduced security bugs (CISBs) arise when an optimization, lowering, or instrumentation decision changes a security-relevant property of the generated program. They are difficult to study because their evidence is distributed across issue reports, reduced tests, historical configurations, and compiler artifa...

Saatvik Pradhan, Anuroop Saini, Pranav Attrey et al. · 0 citations
Jul 2026

Tool-Guided Retrieval-Augmented Repair for Securing LLM-Generated C Code

The results show that integrating lightweight analysis tools can improve the safety of LLM-generated code for embedded development by integrating compilation diagnostics, CodeQL static analysis, and KLEE symbolic execution with retrieval of prior repair patterns for iterative refinement.

Vidyut Sriram, Saatvik Pradhan, Suman Saha · 0 citations

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