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AgentDojo: stateful evaluation of tool agents under prompt injection

Built extensible stateful application environments with tool calls, user tasks and attacker-controlled data locations, checking utility and attack success through explicit environment-state predicates.

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Built extensible stateful application environments with tool calls, user tasks and attacker-controlled data locations, checking utility and attack success through explicit environment-state predicates.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Original v1 comprises97user tasks,629security test cases and74tools, not later revisions. Deterministic task checks are not formal proof of system security; chosen attacks and placements do not exhaust threats.

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People and systems

Edoardo Debenedetti; Jie Zhang; Mislav Balunovic; Luca Beurer-Kellner; Marc Fischer; Florian Tramèr

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English catalogue narrative

AgentDojo: stateful evaluation of tool agents under prompt injection

Built extensible stateful application environments with tool calls, user tasks and attacker-controlled data locations, checking utility and attack success through explicit environment-state predicates.

Scientific scope

Original v1 comprises97user tasks,629security test cases and74tools, not later revisions. Deterministic task checks are not formal proof of system security; chosen attacks and placements do not exhaust threats.

People and systems

Edoardo Debenedetti; Jie Zhang; Mislav Balunovic; Luca Beurer-Kellner; Marc Fischer; Florian Tramèr

Original sources