{"licence":"CC BY 4.0","generated":"2026-11-06T10:34:38.374Z","families":[{"id":"delivery","name":{"en":"Delivery or parcel","fr":"Colis et livraison"},"definition":{"en":"A message about a parcel that is waiting, blocked or undeliverable, asking for a small fee or an address on a link that is not the carrier's.","fr":"Un message sur un colis en attente, bloqué ou non livrable, qui demande de petits frais ou une adresse sur un lien qui n'est pas celui du transporteur."},"refs":{"scamclassifier":"Business Impostor","ic3":"Phishing/Spoofing","ftc":"Imposter Scams › Business Imposters","scamwatch":"impersonation-scams","fr":"hameconnage-phishing","nfib":"NFIB5A"}},{"id":"bank","name":{"en":"Bank fraud alert or safe account","fr":"Fausse alerte bancaire, faux conseiller"},"definition":{"en":"Someone posing as the bank reports a suspicious payment or a blocked card and asks for codes, a sign-in on a look-alike page, or a transfer to a \"safe\" account.","fr":"Quelqu'un se fait passer pour la banque, signale un paiement suspect ou une carte bloquée et demande des codes, une connexion sur une page imitée ou un virement vers un compte « sécurisé »."},"refs":{"scamclassifier":"Bank Impostor","ic3":"Phishing/Spoofing","ftc":"Imposter Scams › Business Imposters","scamwatch":"impersonation-scams","fr":"fraude-faux-conseiller-bancaire","nfib":"NFIB5A"}},{"id":"government","name":{"en":"Government, tax or benefits","fr":"Administration, impôts ou prestations"},"definition":{"en":"A message or call in the name of a tax office, a benefits agency, the police or a court, threatening a suspension, a fine or an arrest unless the person pays or gives her details at once.","fr":"Un message ou un appel au nom des impôts, d'une caisse, de la police ou d'un tribunal, qui menace d'une suspension, d'une amende ou d'une arrestation si la personne ne paie pas ou ne donne pas ses informations tout de suite."},"refs":{"scamclassifier":"Government Impostor","ic3":"Government Impersonation","ftc":"Imposter Scams › Government Imposters","scamwatch":"impersonation-scams","fr":"hameconnage-phishing","nfib":"NFIB15"}},{"id":"tech-support","name":{"en":"Tech support or refund","fr":"Faux support technique, faux remboursement"},"definition":{"en":"A pop-up, email or call says the computer is infected or a subscription was charged, and asks the person to call a number, let someone take control of the computer or pay to fix it.","fr":"Une fenêtre, un e-mail ou un appel annonce un ordinateur infecté ou un abonnement facturé, et demande d'appeler un numéro, de laisser quelqu'un prendre la main sur l'ordinateur ou de payer pour réparer."},"refs":{"scamclassifier":"Business Impostor","ic3":"Tech/Customer Support","ftc":"Imposter Scams › Tech Support Scams","scamwatch":"threats-and-extortion-scams","fr":"arnaques-au-faux-support-technique","nfib":"NFIB3E"}},{"id":"family-emergency","name":{"en":"Family emergency","fr":"Urgence familiale, faux petit-enfant"},"definition":{"en":"Someone posing as a grandchild, a relative or a friend in trouble (an accident, an arrest, a stolen wallet) asks for money or gift cards right now and for secrecy.","fr":"Quelqu'un se fait passer pour un petit-enfant, un proche ou un ami en difficulté (accident, arrestation, portefeuille volé), demande de l'argent ou des cartes cadeaux tout de suite et exige le secret."},"refs":{"scamclassifier":"Relative/Family/Friend Impostor","ic3":"Confidence/Romance","ftc":"Imposter Scams › Family & Friend Imposters","scamwatch":"impersonation-scams","fr":null,"nfib":null}},{"id":"new-number","name":{"en":"\"Hi Mum, new number\"","fr":"« Maman, j'ai changé de numéro »"},"definition":{"en":"A text from an unknown number claims to be a child or grandchild with a new phone, then asks for money or a payment because the usual account cannot be reached.","fr":"Un SMS d'un numéro inconnu se présente comme un enfant ou un petit-enfant qui a changé de téléphone, puis demande de l'argent ou un paiement parce que le compte habituel est inaccessible."},"refs":{"scamclassifier":"Relative/Family/Friend Impostor","ic3":"Confidence/Romance","ftc":"Imposter Scams › Family & Friend Imposters","scamwatch":"impersonation-scams","fr":null,"nfib":null}},{"id":"romance","name":{"en":"Romance","fr":"Escroquerie sentimentale"},"definition":{"en":"A stranger builds affection over weeks of messages, keeps the relationship secret from the family, then asks for money, a loan or an investment.","fr":"Un inconnu construit une relation affectueuse au fil des messages, la tient secrète vis-à-vis de la famille, puis demande de l'argent, un prêt ou un placement."},"refs":{"scamclassifier":"Romance Impostor","ic3":"Confidence/Romance","ftc":"Imposter Scams › Romance Scams","scamwatch":"online-dating-and-romance-scams","fr":"comment-reagir-en-cas-descroquerie-sentimentale","nfib":"NFIB1D"}},{"id":"investment","name":{"en":"Investment or crypto","fr":"Placement, crypto"},"definition":{"en":"A sure, fast profit on a trading app, crypto or a \"mentor\"'s platform, with fake gains shown to get a first deposit and then bigger ones.","fr":"Un gain sûr et rapide sur une application de trading, des cryptomonnaies ou la plateforme d'un « mentor », avec de faux profits affichés pour obtenir un premier dépôt puis de plus gros."},"refs":{"scamclassifier":"Investment","ic3":"Investment Fraud","ftc":"Investment Related","scamwatch":"investment-scams","fr":"escroquerie-placement-financier","nfib":"NFIB2A"}},{"id":"prize","name":{"en":"Lottery, prize or inheritance","fr":"Loterie, gain, héritage"},"definition":{"en":"The person has won a prize, a lottery or an inheritance she never entered, and must pay a fee, a tax or give her bank details to receive it.","fr":"La personne a gagné un lot, une loterie ou un héritage auxquels elle n'a jamais participé, et doit payer des frais, une taxe ou donner ses coordonnées bancaires pour le recevoir."},"refs":{"scamclassifier":"Business Impostor","ic3":"Lottery/Sweepstakes/Inheritance","ftc":"Prizes, Sweepstakes and Lotteries","scamwatch":"unexpected-money","fr":null,"nfib":"NFIB1B"}},{"id":"charity","name":{"en":"Charity","fr":"Faux appel aux dons"},"definition":{"en":"An appeal for donations in the name of a charity, a disaster or a sick child, pressing for a gift now through a link, an account or a fundraising page that is not the charity's.","fr":"Un appel aux dons au nom d'une association, d'une catastrophe ou d'un enfant malade, qui presse de donner tout de suite par un lien, un compte ou une cagnotte qui ne sont pas ceux de l'association."},"refs":{"scamclassifier":"Other Trusted Party","ic3":"Charity","ftc":"Charitable Solicitations","scamwatch":null,"fr":null,"nfib":"NFIB4A"}},{"id":"job","name":{"en":"Job or task","fr":"Fausse offre d'emploi"},"definition":{"en":"A job offer or paid tasks nobody applied for, through a recruiter's name, leading to a form that collects personal details, an upfront payment or a fake cheque.","fr":"Une offre d'emploi ou des tâches rémunérées que personne n'a demandées, au nom d'un recruteur, qui mènent à un formulaire qui collecte des données personnelles, à une avance à payer ou à un faux chèque."},"refs":{"scamclassifier":"Business Impostor","ic3":"Employment Fraud","ftc":"Business and Job Opportunities › Job Scams & Employment Agencies","scamwatch":"jobs-and-employment-scams","fr":"fausses-offres-demploi-creees-par-des-fraudeurs","nfib":null}},{"id":"rental","name":{"en":"Rental","fr":"Fausse location"},"definition":{"en":"A flat or holiday home at a good price, with a deposit or the first rent to pay before any visit, to a landlord who is abroad or cannot meet.","fr":"Un appartement ou une location de vacances à bon prix, avec une caution ou un premier loyer à verser avant toute visite, à un propriétaire à l'étranger ou injoignable."},"refs":{"scamclassifier":"Property Sale or Rental","ic3":"Real Estate Fraud","ftc":null,"scamwatch":"product-and-service-scams","fr":"arnaques-location-immobiliere","nfib":"NFIB1G"}},{"id":"renewal","name":{"en":"Subscription renewal or fake order","fr":"Faux renouvellement, fausse commande"},"definition":{"en":"A subscription has failed to renew or an order was placed in the person's name, with a link to \"update the payment\" or a number to call to cancel.","fr":"Un abonnement n'a pas pu être renouvelé ou une commande a été passée au nom de la personne, avec un lien pour « mettre à jour le paiement » ou un numéro à appeler pour annuler."},"refs":{"scamclassifier":"Business Impostor","ic3":"Tech/Customer Support","ftc":"Imposter Scams › Business Imposters","scamwatch":"impersonation-scams","fr":"hameconnage-phishing","nfib":"NFIB3E"}},{"id":"toll-fine","name":{"en":"Toll or fine","fr":"Péage, amende"},"definition":{"en":"An unpaid toll or a traffic fine, small today and much bigger tomorrow, to pay on a link that is not the agency's.","fr":"Un péage impayé ou une contravention, petite aujourd'hui et bien plus grosse demain, à payer sur un lien qui n'est pas celui de l'organisme."},"refs":{"scamclassifier":"Government Impostor","ic3":"Phishing/Spoofing","ftc":"Imposter Scams › Government Imposters","scamwatch":"impersonation-scams","fr":"hameconnage-phishing","nfib":null}},{"id":"utility","name":{"en":"Utility or phone bill","fr":"Facture d'énergie ou de téléphone"},"definition":{"en":"A bill, a refund or a cut-off notice in the name of an energy, water, phone or internet provider, with a link to a look-alike customer area or a payment to make at once.","fr":"Une facture, un remboursement ou une menace de coupure au nom d'un fournisseur d'énergie, d'eau, de téléphone ou d'internet, avec un lien vers un espace client imité ou un paiement à faire tout de suite."},"refs":{"scamclassifier":"Business Impostor","ic3":"Phishing/Spoofing","ftc":"Imposter Scams › Business Imposters","scamwatch":"impersonation-scams","fr":"hameconnage-phishing","nfib":null}},{"id":"account","name":{"en":"Account suspended or sign-in needed","fr":"Compte suspendu, piratage de compte"},"definition":{"en":"An account is about to be closed, was accessed from a new device or needs a code: the person is asked to sign in on a copied page or to hand over a one-time code.","fr":"Un compte va être fermé, a été consulté depuis un nouvel appareil ou a besoin d'un code : la personne doit se connecter sur une page copiée ou donner un code à usage unique."},"refs":{"scamclassifier":"Business Impostor","ic3":"Phishing/Spoofing","ftc":"Imposter Scams › Business Imposters","scamwatch":"impersonation-scams","fr":"piratage-de-compte","nfib":"NFIB52C"}},{"id":"sextortion","name":{"en":"Sextortion or blackmail","fr":"Sextorsion, chantage"},"definition":{"en":"A stranger claims to have filmed the person or to hold compromising material, often quoting an old password as proof, and demands a payment in crypto within hours.","fr":"Un inconnu prétend avoir filmé la personne ou détenir des images compromettantes, cite souvent un ancien mot de passe comme preuve, et exige un paiement en cryptomonnaie sous quelques heures."},"refs":{"scamclassifier":null,"ic3":"Extortion","ftc":null,"scamwatch":"threats-and-extortion-scams","fr":"sextorsion","nfib":null}},{"id":"invoice","name":{"en":"Fake invoice or new bank details","fr":"Fausse facture, faux RIB"},"definition":{"en":"An invoice to pay or a supplier, a landlord or a notary who has \"changed bank\", so that a real payment goes to the scammer's account.","fr":"Une facture à régler ou un fournisseur, un bailleur ou un notaire qui a « changé de banque », pour qu'un vrai paiement parte sur le compte de l'escroc."},"refs":{"scamclassifier":"Business Impostor","ic3":"Business Email Compromise","ftc":"Imposter Scams › Business Imposters","scamwatch":"product-and-service-scams","fr":"que-faire-en-cas-de-fraude-au-virement-ou-au-faux-rib","nfib":"NFIB5D"}},{"id":"marketplace","name":{"en":"Marketplace buyer or seller","fr":"Faux acheteur, faux vendeur"},"definition":{"en":"On a classifieds or shopping site, a seller who never ships, a buyer who overpays and asks for the difference, or a payment moved off the platform.","fr":"Sur un site d'annonces ou de vente, un vendeur qui n'envoie jamais, un acheteur qui paie trop et réclame la différence, ou un paiement sorti de la plateforme."},"refs":{"scamclassifier":"Merchandise","ic3":"Non-Payment/Non-Delivery","ftc":"Online Shopping and Negative Reviews","scamwatch":"product-and-service-scams","fr":null,"nfib":"NFIB3A"}},{"id":"health","name":{"en":"Health, Medicare or insurance","fr":"Santé, Assurance Maladie, mutuelle"},"definition":{"en":"A message in the name of Medicare, the health service or an insurer about a new card, a refund or a benefit, asking for a fee or for the person's details on a link.","fr":"Un message au nom de l'Assurance Maladie, d'un service de santé ou d'une mutuelle à propos d'une nouvelle carte, d'un remboursement ou d'un droit, qui demande des frais ou les informations de la personne sur un lien."},"refs":{"scamclassifier":"Government Impostor","ic3":"Government Impersonation","ftc":"Health Care","scamwatch":"impersonation-scams","fr":"hameconnage-phishing","nfib":null}},{"id":"recovery","name":{"en":"Recovery of lost money","fr":"Fausse récupération d'argent perdu"},"definition":{"en":"A law firm, an agency or an \"official\" offers to get back money the person already lost to a scam, for a fee to pay first.","fr":"Un cabinet, une agence ou un « officiel » propose de récupérer l'argent que la personne a déjà perdu dans une arnaque, contre des frais à payer d'abord."},"refs":{"scamclassifier":null,"ic3":null,"ftc":null,"scamwatch":null,"fr":null,"nfib":"NFIB1E"}}],"sources":[{"id":"prudence-demo","name":"Prudence demo cases","url":"https://github.com/hadrienbaradel/scam-shield","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},{"id":"prudence-submissions","name":"Submitted to Prudence","url":"https://github.com/hadrienbaradel/scam-shield","licence":"CC BY 4.0","attribution":"Submitted to the Prudence scam library (Scam Shield), CC BY 4.0"},{"id":"uci-sms","name":"UCI SMS Spam Collection","url":"https://archive.ics.uci.edu/dataset/228/sms+spam+collection","licence":"CC BY 4.0","attribution":"Almeida, T. and Hidalgo, J. M. G. (2011). SMS Spam Collection. UCI Machine Learning Repository, CC BY 4.0"},{"id":"mishra-soni","name":"SMS Phishing Dataset for Machine Learning and Pattern Recognition","url":"https://data.mendeley.com/datasets/f45bkkt8pr/1","licence":"CC BY 4.0","attribution":"Mishra, S. and Soni, D. (2022). SMS Phishing Dataset for Machine Learning and Pattern Recognition. Mendeley Data, V1, doi:10.17632/f45bkkt8pr.1, CC BY 4.0"}],"entries":[{"id":"lib-demo-a1","family":"utility","channel":"email","country":"FR","language":"fr","brand":"Bouygues Telecom","lure":"Your new phone bill is ready","ask":"Open the bill or contest a debit on a link that is not the provider's","message":{"from":"service@contestation-bouygues.test","subject":"Votre facture Bouygues est disponible","body":"Madame, votre nouvelle facture est disponible. Pour la consulter ou contester un prélèvement, cliquez ici : [bouyguestelecom.fr](https://contestation-bouygues.test/facture). Merci de votre confiance.","links":[{"text":"bouyguestelecom.fr","href":"https://contestation-bouygues.test/facture"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Bouygues Telecom.","reasons":["The link goes to contestation-bouygues.test, not bouyguestelecom.fr.","The real bills come from factures@bouyguestelecom.fr."]},"status":"published"},{"id":"lib-demo-a2","family":"bank","channel":"email","country":"FR","language":"fr","brand":"Société Générale","lure":"Unusual activity, your account will be blocked","ask":"Confirm your bank codes on a copied sign-in page","message":{"from":"alertes@sg-securite-verification.test","subject":"Sécurisez votre compte dès maintenant","body":"Madame, une activité inhabituelle a été détectée. Confirmez vos codes pour sécuriser votre compte : [societegenerale.fr](https://sg-verification.test/login). Sans action de votre part, votre compte sera bloqué.","links":[{"text":"societegenerale.fr","href":"https://sg-verification.test/login"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not your bank.","reasons":["The link is not on societegenerale.fr.","A bank never asks for your codes by email."]},"status":"published"},{"id":"lib-demo-a3","family":"utility","channel":"email","country":"FR","language":"fr","brand":"Bouygues Telecom","lure":"Your October Bbox bill is available","ask":"Sign in to a copied customer area to see the bill","message":{"from":"facturation@bbox-notifications.test","subject":"Votre facture Bbox du mois d'octobre","body":"Madame, votre facture Bbox de 29,99 € est disponible dans votre espace client : [Voir ma facture](https://bbox-notifications.test/espace-client). Bouygues Telecom vous remercie.","links":[{"text":"Voir ma facture","href":"https://bbox-notifications.test/espace-client"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Bouygues Telecom.","reasons":["The link goes to bbox-notifications.test, a copy of the customer area.","The sender's address fails every check."]},"status":"published"},{"id":"lib-demo-a3b","family":"utility","channel":"email","country":"FR","language":"fr","brand":"Bouygues Telecom","lure":"A 69.90 euro debit for a subscription you never took","ask":"Contest the debit on a page that asks for your online banking codes","message":{"from":"service@contestation-bouygues.test","subject":"Avis de prélèvement de 69,90 €","body":"Madame, un prélèvement de 69,90 € sera effectué sur votre compte [bank account number] pour votre abonnement Classplus Pro. Vous disposez de 7 jours ouvrés pour le contester : [Contester ce prélèvement](https://contestation-prelevement.test/fr)","links":[{"text":"Contester ce prélèvement","href":"https://contestation-prelevement.test/fr"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Bouygues Telecom, and the account number proves nothing.","reasons":["The link goes to a copied bank page, not to the bank.","The account number quoted leaked in a data breach; a scammer can know it."]},"status":"published"},{"id":"lib-demo-a4","family":"delivery","channel":"sms","country":"FR","language":"fr","brand":"Chronopost","lure":"A parcel is waiting for you","ask":"Pay a small redelivery fee on a link","message":{"from":"+33 7 55 01 99","subject":null,"body":"Chronopost : votre colis est en attente. Payez 1,99 € de frais pour le reprogrammer : https://chronopost-suivi.test/payer","links":[{"text":"https://chronopost-suivi.test/payer","href":"https://chronopost-suivi.test/payer"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Chronopost.","reasons":["Chronopost never asks for a fee by text message.","The link is not on chronopost.fr."]},"status":"published"},{"id":"lib-demo-a6","family":"bank","channel":"email","country":"FR","language":"fr","brand":"Société Générale","lure":"A suspicious 700 euro card transaction","ask":"Report it on an anti-fraud link","message":{"from":"zefregpoerkgpo@aol.com","subject":"Alerte de sécurité - Transaction suspecte","body":"Alerte de sécurité - Transaction suspecte\n\nBonjour,\nDétails de l'alerte :\n• Date : 13 février 2026\n• Action : Ajout de carte sur nouveau terminal\n• Montant du débit : 700,00 EUR\nNous avons détecté une opération inhabituelle sur votre compte. Par mesure de sécurité, nous avons temporairement restreint certaines fonctionnalités de votre carte.\n\nSi vous n'êtes pas à l'origine de cette opération, vous devez la signaler immédiatement pour bloquer la transaction et sécuriser votre accès :\nAccéder au service antifraude\nSi vous avez déjà validé cette opération via votre application mobile, vous pouvez ignorer ce message.\n\nSociété Générale - SA au capital de 1 046 405 540 EUR - 552 120 222 RCS Paris\nCeci est un message automatique, merci de ne pas y répondre.\n\nConsulter le site officiel particuliers.sg.fr","links":[{"text":"Accéder au service antifraude","href":"https://3.massemiaks.com/"},{"text":"Consulter le site officiel particuliers.sg.fr","href":"https://particuliers.sg.fr/"}]},"first_seen":"2026-02-13","last_seen":"2026-02-13","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Société Générale.","reasons":["The sender writes from a personal AOL mailbox with a look-alike name.","The anti-fraud link goes to a site registered the same day."]},"status":"published"},{"id":"lib-demo-a7","family":"bank","channel":"email","country":"FR","language":"fr","brand":"Société Générale","lure":"A new message in your bank's secure mailbox","ask":"Sign in through a link that passes by a free website builder","message":{"from":"noreply@certdata.com.br","subject":"[name], nouveau message dans votre messagerie","body":"SG - Messagerie securisee\n\nBonjour [name],\n\nVous avez 1 message non lu dans votre messagerie securisee SG depuis le 05/10/2026.\n\nPour le consulter, connectez-vous a votre espace client :\nhttps://medium.com/m/global-identity-2?redirectUrl=https://soginfosnotif.bolt.host/\n\nCet e-mail vous a ete envoye automatiquement par votre banque.\nPour votre securite, ne communiquez jamais vos identifiants par e-mail.","links":[{"text":"Accéder à ma messagerie SG","href":"https://u46337456.ct.sendgrid.net/ls/click"},{"text":"https://medium.com/m/global-identity-2?redirectUrl=https://soginfosnotif.bolt.host/","href":"https://medium.com/m/global-identity-2"}]},"first_seen":"2026-10-05","last_seen":"2026-10-05","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not SG.","reasons":["The sender is a Brazilian business mailbox, not the bank.","The link passes through medium.com to a free website builder."]},"status":"published"},{"id":"lib-demo-a8","family":"job","channel":"email","country":"US","language":"en","brand":"Adecco","lure":"A recruiter matched your profile to a remote job","ask":"Apply and book a call on a link that borrows the agency's name","message":{"from":"messaging-service@post.xero.com","subject":"Fully Remote Integrated Marketing Manager Position (Your Profile Matched)","body":"Hi [name],\n\nI've been going through candidate profiles for a few open positions, and your marketing background stood out enough that I wanted to reach out directly rather than send a generic job post.\n\nThis role comes with real influence over campaign budgets, platform mix, and performance strategy — not just execution and reporting.\n\nApply here: https://calendar.adecco-hrjobs.com/invite/REDACTED\n\nThe application includes a quick step to select a time for an intro call, so that's taken care of in the same process.\n\nLet me know if you'd like more details — happy to share.\n\nBest,\nFranz | Adecco\nAdecco Recruiting Team\n\nThis email was sent to [name] via https://go.xero.com","links":[{"text":"https://calendar.adecco-hrjobs.com/invite/REDACTED","href":"https://calendar.adecco-hrjobs.com/invite/REDACTED"},{"text":"https://go.xero.com","href":"https://go.xero.com"}]},"first_seen":"2026-08-31","last_seen":"2026-08-31","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Adecco.","reasons":["The reply address and the link borrow the name Adecco on other domains.","Sent through an invoicing service, so it passes the mail checks."]},"status":"published"},{"id":"lib-demo-a9","family":"job","channel":"email","country":"US","language":"en","brand":"Adecco","lure":"A recruiter matched your profile to a remote job","ask":"Apply and book a call on a link registered days ago","message":{"from":"messaging-service@post.xero.com","subject":"I found what I was looking for and it led me here","body":"Hi [name],\n\nI've been going through candidate profiles for a few open positions, and your marketing background stood out enough that I wanted to reach out directly rather than send a generic job post.\n\nThis role comes with real influence over campaign budgets, platform mix, and performance strategy — not just execution and reporting.\n\nApply here: https://calendar.adecco-hrjobs.com/invite/REDACTED\n\nThe application includes a quick step to select a time for an intro call, so that's taken care of in the same process.\n\nLet me know if you'd like more details — happy to share.\n\nBest,\nFranz | Adecco\nAdecco Recruiting Team\n\nThis email was sent to [name] via https://go.xero.com","links":[{"text":"https://calendar.adecco-hrjobs.com/invite/REDACTED","href":"https://calendar.adecco-hrjobs.com/invite/REDACTED"},{"text":"https://go.xero.com","href":"https://go.xero.com"}]},"first_seen":"2026-09-10","last_seen":"2026-09-10","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Adecco.","reasons":["The link's domain was registered 17 days before the email.","The reply address borrows the name Adecco on another domain."]},"status":"published"},{"id":"lib-demo-b1","family":"family-emergency","channel":"voice","country":"FR","language":"fr","brand":null,"lure":"A grandchild had an accident and needs money now","ask":"Send 2,000 euros at once and keep it secret","message":{"from":"+33 7 55 01 77","subject":"Message vocal WhatsApp (transcription)","body":"Mamie, j'ai eu un accident, envoie 2 000 € tout de suite, n'en parle pas à papa. C'est urgent, garde ça secret.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is probably not Hadrien.","reasons":["The call comes from an unknown number.","Urgency and secrecy are the marks of a scam; call him back on his usual number."]},"status":"published"},{"id":"lib-demo-b10","family":"account","channel":"sms","country":"US","language":"en","brand":null,"lure":"A grandchild sent you a verification code by mistake","ask":"Send back the six-digit code you just received","message":{"from":"+1 555-0155","subject":null,"body":"Hi Grandma, sorry, I sent you my WhatsApp verification code by mistake. Can you send it back to me please? It's the 6-digit code you just received.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"Do not send the code.","reasons":["The code opens your WhatsApp account to whoever gets it.","The number is not your grandchild's."]},"status":"published"},{"id":"lib-demo-b11","family":"recovery","channel":"email","country":"US","language":"en","brand":null,"lure":"A law firm can recover the money you lost","ask":"Wire an $850 fee first","message":{"from":"claims@recovery-law-fees.test","subject":"We can recover your lost money","body":"Our law firm can recover money you lost to scams. Pay an upfront fee of $850 today by wire transfer and we will start your case immediately.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"Nobody recovers money for a fee paid first.","reasons":["The fee is the scam, a second time.","The sender's address is not a law firm's."]},"status":"published"},{"id":"lib-demo-b12","family":"romance","channel":"email","country":"US","language":"en","brand":null,"lure":"A loving friend needs a small help","ask":"Invest $2,000 in crypto together","message":{"from":"james@example-mail.test","subject":"A small help, my dear","body":"My dear, I need a small help. Invest $2,000 in crypto with me and we will build our future together.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: love that asks for money.","reasons":["The messages built affection and secrecy before the ask.","A crypto investment with a friend met online is the romance scam."]},"status":"published"},{"id":"lib-demo-b13","family":"romance","channel":"sms","country":"US","language":"en","brand":null,"lure":"A wrong number that turns into a friendly chat","ask":"Nothing yet; the conversation is the hook","message":{"from":"+1 555-0163","subject":null,"body":"Hi, is this Mary? It's Jessica, we met at the garden club last week. Are you free for tea on Saturday?","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: a wrong number that wants to chat.","reasons":["Romance and investment scams start with a friendly wrong number.","Nothing is asked today; something will be."]},"status":"published"},{"id":"lib-demo-b14","family":"investment","channel":"chat","country":"US","language":"en","brand":null,"lure":"A new friend's mentor made him thousands on a trading app","ask":"Start with $500 on the mentor's app","message":{"from":"+1 555-0177","subject":null,"body":"It is easy. Start with $500 on my mentor's app, I will guide you step by step.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is the investment scam.","reasons":["The profits shown are fake; the first deposit is never seen again.","The friendship started with a wrong number and moved to WhatsApp."]},"status":"published"},{"id":"lib-demo-b15","family":"romance","channel":"chat","country":"US","language":"en","brand":null,"lure":"A stranger's message request with a sports headline, out of the blue","ask":"Nothing yet; a reply opens the conversation","message":{"from":null,"subject":"Message requests on Messenger","body":"Peter Holm (Aug 31): Big tennis news: a top player is out injured for 4 months. Today ...","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: a stranger wrote to you first.","reasons":["Someone you do not know wrote first, about sports, with no reason to.","Romance and investment scams start with a harmless first message."]},"status":"published"},{"id":"lib-demo-b2","family":"new-number","channel":"sms","country":"US","language":"en","brand":null,"lure":"A grandchild changed his number","ask":"Send $300 today, explanation later","message":{"from":"+1 555-0161","subject":null,"body":"Hi Grandma, it's Ethan. I changed my number, this is my new one. Can you send $300 today? I'll explain later.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: this may not be Ethan.","reasons":["A new number that asks for money at once is the family scam.","Call Ethan on his usual number first."]},"status":"published"},{"id":"lib-demo-b6","family":"sextortion","channel":"email","country":"US","language":"en","brand":null,"lure":"Someone claims to have filmed you through your webcam","ask":"Pay $1,500 in Bitcoin within 48 hours","message":{"from":"linda@example-mail.test","subject":"I filmed you - pay in 48 hours","body":"I filmed you through your webcam. Pay $1,500 in Bitcoin in 48 hours or I send the video to everyone. Your old password is: [password]. Pay in bitcoin now.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"Nobody filmed you.","reasons":["The old password quoted comes from a data breach.","The message is sent from your own address, a trick."]},"status":"published"},{"id":"lib-demo-b7","family":"family-emergency","channel":"email","country":"US","language":"en","brand":null,"lure":"A relative abroad lost his wallet and asks for a favour","ask":"Buy gift cards and send the codes, in secret","message":{"from":"mark.reynolds@example-mail.test","subject":"Need a favor, please keep it between us","body":"[name] I'm in Madrid and my wallet was stolen. Can you buy 4 Apple gift cards of $200 and send me the codes? Please don't tell Carol.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: this may not be Mark.","reasons":["Gift-card codes are the payment scammers ask for.","The reply goes to another address; call Mark on his usual number."]},"status":"published"},{"id":"lib-demo-b8","family":"health","channel":"email","country":"FR","language":"fr","brand":"Ameli","lure":"Renew your health card now","ask":"Pay a 1.99 euro fee on a link","message":{"from":"renouvellement@ameli-carte-vitale.test","subject":"Renouvelez votre carte Vitale, [name]","body":"Madame [name], domiciliée à Lyon, renouvelez votre carte Vitale dès maintenant. Des frais de 1,99 € sont demandés : [ameli.fr](https://ameli-carte-vitale.test/payer)","links":[{"text":"ameli.fr","href":"https://ameli-carte-vitale.test/payer"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Ameli.","reasons":["The health card is renewed for free, never by a link.","The link is not on ameli.fr."]},"status":"published"},{"id":"lib-demo-b9","family":"tech-support","channel":"email","country":"US","language":"en","brand":"Norton","lure":"Your antivirus renewed for $399","ask":"Call a number to cancel and get a refund","message":{"from":"invoice@antivirus-renewal-call.test","subject":"Your antivirus renewed for $399 - call to cancel","body":"Your antivirus renewed for $399 today. If this is a mistake, call this number now to cancel and get a refund.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Norton.","reasons":["The refund call ends with remote access to the computer.","The sender's address is not the company's."]},"status":"published"},{"id":"lib-demo-c10","family":"account","channel":"email","country":"FR","language":"fr","brand":"Bouygues Telecom","lure":"Your customer area password was changed","ask":"Secure the account if you did not change it","message":{"from":"espaceclient@bouygues-telecom.fr","subject":"Nouveau mot de passe enregistré","body":"Oui, nous avons bien fait le changement. Nous avons bien enregistré la modification de votre mot de passe de connexion à l'Espace Client. Ce changement ne vous dit rien ? Si vous n'êtes pas à l'origine de cette modification, il vaut mieux sécuriser tout de suite les accès à votre Espace Client. Bouton : Mon Espace Client.","links":[{"text":"Mon Espace Client","href":"https://3fzy.adj.st/home"},{"text":"bouyguestelecom.fr","href":"https://www.bouyguestelecom.fr/"},{"text":"assistance.bouyguestelecom.fr","href":"https://www.assistance.bouyguestelecom.fr/s/"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: a real notice; sign in by yourself.","reasons":["The message is genuine and passes every check.","If you did not change the password, open the provider's app yourself."]},"status":"published"},{"id":"lib-demo-c8","family":"bank","channel":"email","country":"US","language":"en","brand":"Chase","lure":"A new device connected to your bank account","ask":"Call the number on the back of your card if it was not you","message":{"from":"statements@chase.com","subject":"Security alert: new device connected","body":"A new device connected to your Chase account. If this was not you, call the number on the back of your card.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: a real alert, so call your bank yourself.","reasons":["The message is genuine and asks for nothing on a link.","Use the number on your card, never a number in a message."]},"status":"published"},{"id":"lib-demo-c9","family":"toll-fine","channel":"email","country":"FR","language":"fr","brand":"ANTAI","lure":"A traffic fine was issued for your vehicle","ask":"Look it up yourself on the agency's website with the paper notice","message":{"from":"avis@antai.gouv.fr","subject":"Avis de contravention","body":"Madame, un avis de contravention a été émis pour votre véhicule. Consultez-le vous-même sur antai.gouv.fr avec le numéro d'avis figurant sur le document papier.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"be_careful","headline":"Be careful: a real notice; check it yourself.","reasons":["The message is genuine and sends you to antai.gouv.fr by yourself.","Pay a fine only on the agency's own website."]},"status":"published"},{"id":"lib-demo-d1","family":"delivery","channel":"sms","country":"US","language":"en","brand":"USPS","lure":"Your package is on hold","ask":"Pay a $1.99 redelivery fee on a link","message":{"from":"+1 555-0199","subject":null,"body":"USPS: your package is on hold. Pay a $1.99 redelivery fee today: https://usps-hold.test/pay","links":[{"text":"https://usps-hold.test/pay","href":"https://usps-hold.test/pay"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not USPS.","reasons":["USPS never asks for a fee by text message.","The link is not on usps.com."]},"status":"published"},{"id":"lib-demo-d2","family":"toll-fine","channel":"sms","country":"US","language":"en","brand":"E-ZPass","lure":"An unpaid toll with a big late fee if not paid today","ask":"Pay on a look-alike payment page","message":{"from":"+1 555-0188","subject":null,"body":"E-ZPass: unpaid toll of $4.50. Pay today to avoid a $50 late fee: https://ezpass-pay.test/toll","links":[{"text":"https://ezpass-pay.test/toll","href":"https://ezpass-pay.test/toll"}]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not E-ZPass.","reasons":["The link is not on the toll agency's website.","A small amount and a large late fee is the toll scam."]},"status":"published"},{"id":"lib-demo-d3","family":"government","channel":"email","country":"US","language":"en","brand":"Social Security","lure":"Your Social Security benefits are suspended","ask":"Call a number now and verify your identity","message":{"from":"alerts@ssa-benefits-update.test","subject":"Your benefits are suspended - call now","body":"Your Social Security benefits are suspended effective immediately. Call this number now to restore them and verify your identity.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Social Security.","reasons":["Social Security never suspends benefits by email.","The sender's address is not ssa.gov."]},"status":"published"},{"id":"lib-demo-d4","family":"bank","channel":"sms","country":"US","language":"en","brand":"Chase","lure":"A fraud alert about a payment you did not make","ask":"Reply, then move your money to protect it","message":{"from":"+1 555-0177","subject":null,"body":"Chase fraud alert: did you send $1,250? Reply NO to stop it. Then send money to yourself to protect your account.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Chase.","reasons":["Chase never asks you to move money to protect it.","The number is not the bank's."]},"status":"published"},{"id":"lib-demo-d5","family":"government","channel":"email","country":"US","language":"en","brand":"IRS","lure":"A federal agent says your savings are at risk","ask":"Move your money to a Bitcoin ATM and tell nobody","message":{"from":"agent@ftc-secure-case.test","subject":"Urgent: protect your savings today","body":"I am a federal agent. Your savings are at risk. Do not tell your bank. Move your money today to a Bitcoin ATM to protect it. Keep this secret.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"No agent asks this.","reasons":["No government agency moves savings to Bitcoin.","Secrecy and urgency are the marks of a scam."]},"status":"published"},{"id":"lib-demo-d6","family":"tech-support","channel":"web","country":"US","language":"en","brand":"Microsoft","lure":"A security warning says the computer is infected","ask":"Call a support number shown in the pop-up","message":{"from":null,"subject":"Screenshot of a browser pop-up","body":"Screenshot text: MICROSOFT SECURITY WARNING. Your computer is infected. Call Microsoft support now at 1-555-0166. Do not close this window.","links":[]},"first_seen":"2026-10-27","last_seen":"2026-10-27","source":{"id":"prudence-demo","url":"https://github.com/hadrienbaradel/scam-shield/blob/main/testcases/cases.json","licence":"CC BY 4.0","attribution":"Prudence demo cases (Scam Shield), CC BY 4.0"},"verdict":{"verdict":"scam","headline":"This is not Microsoft.","reasons":["Microsoft never shows a phone number in a warning.","Close the window; nothing is infected."]},"status":"published"},{"id":"lib-demo-d7","family":"renewal","channel":"email","country":"US","language":"en","brand":"Amazon","lure":"Your Prime renewal failed","ask":"Update the payment information on a link","message":{"from":"billing@amazon-renewal-pay.test","subject":"Your Prime renewal of $139 failed","body":"Your Amazon Prime renewal of $139 failed. 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