Avasdream Blog & Streams · Jan 26, 2026
Prompt Injection Defenses: What the Research Actually Shows
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An evidence-based analysis of prompt injection defenses based on 150+ academic papers. Single defenses achieve 45-60% effectiveness; multi-layered approaches reach 87-94%. The attack surface in AI agents like OpenClaw is massive—and the consequences are devastating.
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