Deep-research agents have a concentrated attack surface because they repeatedly retrieve the same UGC pages, allowing a single poisoned page to affect citations and entity promotion across query clusters in systems like STORM, Co-STORM, and OmniThink.
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Deep-Research Agents Can Be Poisoned via User-Generated Content
Deep-research agents have a concentrated attack surface because they repeatedly retrieve the same UGC pages, allowing a single poisoned page to affect citations and entity promotion across query clusters in systems like STORM, Co-STORM, and OmniThink.