Backdoor Trojan: Symbol / Emoticon Trigger (POT Attack) - ATR-2026-01756 (e3b5fc38-5a60-5a9c-ba62-499acbc47a63)
Detects Prompt-Operated Trojan (POT) attacks that use minimalist symbol or emoticon sequences as backdoor activation triggers. Unlike linguistic-phrase triggers (ATR-2026-01755), these use short character sequences — emoticons, punctuation clusters, or uncommon symbol combinations — appended to or embedded in normal task requests. Canonical examples from the ASB backdoor-pot corpus (2026-06): ":)" and "@_@". These appear as innocent suffix tokens but signal backdoor activation to a poisoned model. Detection requires distinguishing isolated trigger usage (appended to task requests) from organic conversational emoticon use.