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Valerii Gakh

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#software testing Open access Oct 2026

Enhancing security in LLM applications: a performance evaluation of early detection systems

Abstract Prompt injection (PI) attacks threaten novel software applications, which have LLM-based functionality. Prompt leakage, a variant of prompt injection, constitutes a serious confidentiality risk to those applications. Existing defenses against PI attacks currently cannot identify prompt leaks precisely. Moreove...

Valerii Gakh, Hayretdin Bahşi · 0 citations

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