Anthropic reports 1.4% prompt injection success for Claude Opus 4.5 with improved Chrome extension safeguardsDefenseEvaluation reportAnthropic, Gray Swan AI
Anthropic describes three defenses for browser use: reinforcement learning on injected web content, classifiers that scan untrusted content, and human red-teaming including external arena-style challenges. Against an internal adaptive Best-of-N attacker with 100 attempts per environment, its chart shows Claude Opus 4.5 with the improved Claude for Chrome safeguards at 1.4% attack success (8.0% for the model alone), which the post rounds to 1%. Anthropic says this still represents meaningful risk.