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Journal article

Near-Zero Until Someone Tries: What a Prompt-Injection Defense Number Measures, Why Static and Adaptive Results Do Not Reconcile, and the Assumption the Out-of-Band Turn Has Not Yet Tested

Pranay M. Mahendrakar 2026

(c) 2026 Pranay Mahendrakar. Licensed under CC BY 4.0. Several published prompt-injection defenses report attack success rates at or near one percent on static benchmarks; published adaptive attacks report success above fifty percent against the same defense families, and above ninety percent in…

Cite Related research LOR-00040 · 6 views · 13 downloads Select “Near-Zero Until Someone Tries: What a Prompt-Injection…” for export

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