paper_type.json (292B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper proposes Task Shield and validates it through quantitative experiments on the AgentDojo benchmark, reporting attack success rates and task utility metrics; the primary contribution is the empirical findings about defense effectiveness." 4 }