[ { "label": "Genuine message", "text": "Nitapika wali na mboga leo jioni, unanunua nyama au mimi nibebe?", "defend": false, "note": "Passes." }, { "label": "Genuine + phone number", "text": "Nitapika wali na mboga leo jioni, unanunua nyama au mimi nibebe? Nipigie 0712345678", "defend": false, "note": "Still passes: the number shortcut is gone (E10-E11)." }, { "label": "Classic scam", "text": "Iyo pesa itume kwenye namba hii 0712345678 jina litakuja JUMA ALLY", "defend": false, "note": "Both models flag it." }, { "label": "Disguised scam", "text": "Xо​rrу ni​ро хаf​ari nі​na xh​іda kw​еl nаku​оmbа unіx​а1d1e ѕ​h elfu 9 nіtаku​rеfund nіki​fika р​lх В​y НАМ​І5I RAMADHANI,ni g​rр mеm​bеr", "defend": false, "note": "Lookalike letters fool the n-gram model; the transformer still flags it (E6)." }, { "label": "Disguised + defence", "text": "Xо​rrу ni​ро хаf​ari nі​na xh​іda kw​еl nаku​оmbа unіx​а1d1e ѕ​h elfu 9 nіtаku​rеfund nіki​fika р​lх В​y НАМ​І5I RAMADHANI,ni g​rр mеm​bеr", "defend": true, "note": "With the normalisation defence on, the n-gram model recovers (E7)." }, { "label": "Landlord impersonation", "text": "Habari za asubuhi. Mimi mwenye nyumba wako hii namba yangu ya Vodacom. Mbona kimya na siku zinazidi kwenda...?", "defend": false, "note": "No number or link: the transformer misses it, the n-gram model catches it (E12)." }, { "label": "Chichewa scam", "text": "MIRACLE MONEY: lowani mpingo wathu wa satanic kuti mulemele. imbani phone ku nambala iyi 0999000000 kuti mujoine", "defend": false, "note": "No Chichewa in training: only the transformer flags it (E8)." } ]