Are Concept Bottleneck Models Effective as Decision-Support Systems?
Paper • 2608.25581 • Published
No. int64 | Original email No. int64 | Subject large_string | Body large_string | Sender large_string | URL(s) large_string | File large_string | Type large_string | Created by large_string | Source large_string | Year int64 | label int64 | concept_gts_f large_string | c1_pred float64 | c2_pred float64 | c3_pred float64 | c4_pred float64 | c5_pred float64 | c6_pred float64 | c1_gt int64 | c2_gt int64 | c3_gt int64 | c4_gt int64 | c5_gt int64 | c6_gt int64 | task_pred int64 | task_gt int64 |
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1 | 1 | New login on your pCloud account | Did you recently log in? Someone just tried to log in to your pCloud account—please let us know if it was you: pCloud account: anonymous@gmail.com IP address: 185.7.219.75 (DK) Device: Desktop (Windows 10, Chrome 130) Time: Mon, 24 Feb 2025 22:52:51 (UTC) If this wasn’t you, please resetting your access immediately to ... | pCloud Team <noreply@isaccess.co.za> | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.748975 | 0.722598 | -0.835453 | -0.766469 | -0.924583 | -0.837177 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
3 | 3 | bitcoin payment | Hello Your Wallet is completed and has been fully funded with 105 BTC see below details to confirm KOINFLEET.COM Customer ID: 41576330 Code: viviwarr Thanks | PERROT Hugo <Hugo.PERROT@SDIS78.FR> | null | null | Phishing | Human | Manual | 2,025 | 0 | [0 0 1 0 0 0] | 0.452831 | 0.955552 | -0.830958 | -0.993198 | -0.318244 | -0.947117 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
8 | 8 | New Scanned document from Office Printer | Office PrinterYou received a new scanned document from Office Printer.• File Name: PaymentCopy_scan5483.pdf • Pages: 1.4 pages (83 KB) • Scan Message: FYI; please see attached copy for your confirmation.Download Document [link]This document was securely scanned to you from the Office Printer e-Scanner. | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [0 1 1 0 0 0] | 0.887386 | 0.98424 | -0.96689 | -0.974394 | -0.968994 | -0.136083 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
9 | 9 | Welcome to your Corporate Card Account | CorporateNetDear Anonymous,We provide you and your employer with managed corporate account solutions.To register for your online Corporate Card Account, follow the steps outlined below. You should receive your corporate card in the mail 7-14 business days after registering. Starting next month, all work-related expense... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.685504 | 0.997643 | -0.275892 | -0.992064 | -0.858471 | -0.878997 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
10 | 10 | Unusual sign-in activity | Microsoft account Unusual sign-in activity We detected something unusual about a recent sign-in to the account [Email]. Sign-in details Country/region: Russia IP address: 46.165.63.166 Date: 11/26/2018 3:16 AM (GMT) Platform: Windows XP Browser: Yandex Please go to your recent activity page to let us know whether or no... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.927381 | 0.936126 | -0.891649 | -0.840439 | -0.933322 | -0.84887 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
11 | 11 | You have 2 new messages in Teams | Microsoft Teams Hi, Anonymous Your teammate is trying to reach you in Microsoft Teams [link] Message sent in chat [link] Hi Anonymous! Please see the report that I expect us to complete by end of the day today. Reply in Teams [link] Install Microsoft Teams now [link] This email was sent from an unmonitored mailbox. Upd... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.627319 | 0.933974 | 0.40319 | -0.792484 | -0.866098 | -0.864062 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
12 | 12 | Place your order to receive free company merch! | Place your order to receive free company merch! Dear Colleagues, We are pleased to provide all employees with the opportunity to place an order for free company merch, on us! Please visit this site before end of day Friday (September 22) to select the items you want and provide your shipping address. We hope you enjoy ... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | -0.576434 | 0.720044 | 0.795008 | -0.95783 | -0.790727 | -0.737376 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
13 | 13 | Activate your FREE LinkedIn Learning account | Your company gives you free access to LinkedIn Learning. Master the skills to take your career to the next level. LinkedIn Learning offers 16k+ courses taught by industry experts. Activate your account Your invite expires 1 month from [EmailDeliveryDate] Content recommendations COURSE • 2h15m Master Microsoft Excel Tre... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [0 1 1 0 0 0] | 0.189033 | 0.291801 | 0.905253 | -0.885446 | -0.813611 | -0.870026 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
15 | 15 | HR Personal Information Update | HR personal information update Hi [FirstName] [LastName], Our company is requiring an update, inline with bi-yearly checks of the information we hold on you. Our records show that we have not recieved the updated personal details from you regarding the personal information we hold on you. Please at your earliest conven... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.978196 | 0.94236 | -0.977267 | -0.952567 | -0.590724 | -0.779747 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
16 | 16 | Holiday Calendar | Dear Anonymous, Following an issue with the employee yearly holiday tracking system, we require you to verify and complete your holiday calendar for this year. Please verify and complete your holiday calendar in the Excel spreadsheet provided. Failure to resubmit the calendar could result in your holidays being resched... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 1] | 0.911285 | 0.956852 | -0.945769 | -0.979672 | -0.870873 | -0.642168 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 |
17 | 17 | Black Friday Deals | Special Invitation for BLACK FRIDAY Dear Employees, A special invitation has been extended to all to get an extra 30 - 50% discount from your favorite retailers ahead of Black Friday! Click the links below for special deals at these retailers! Walmart Amazon Target Best Buy Click Here to Find More Deals! [link] | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [0 1 1 0 0 0] | -0.865401 | 0.753649 | 0.814451 | -0.870625 | -0.95181 | -0.604016 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
18 | 18 | Invoice #9511238 | Hi Anonymous Your invoice #9511238 is ready; kindly remit at your earliest convenience. Additional details about this invoice are attached. Thanks for your business Order #204-2901200-2061125 This email was sent from an email address that can't receive emails. Please don't reply to this email. | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [0 1 0 0 0 1] | 0.902496 | 0.976685 | -0.966493 | -0.984895 | -0.508707 | -0.616334 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 |
19 | 19 | File is pending approval | File is pending approval Take Action [link] 3 ways to get more space You received this email to let you know about important changes to your Google Account and services. © 2019 Google Inc.,1600 Amphitheatre Parkway, Mountain View, CA 94043, USA | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.793062 | 0.837132 | -0.719042 | -0.963365 | -0.813911 | -0.768484 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
20 | 20 | [JIRA] Janelle Mitchell mentioned you on project RM-48526 | Anonymous mentioned you on an issue Project roadmap / RM-48526 Audit [link] John 9:23 AM EDT @Anonymous Please review. View issue [link] You have free access to Jira Work Management, our project management tool for marketing, operations, and other business teams. Create a project Manage notifications • Give feedback • ... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 1 0 0 0] | -0.464865 | -0.308045 | 0.278926 | -0.317029 | -0.094962 | -0.92609 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
21 | 21 | Policy Breach Detected | Policy Breach Account suspension imminent Hi Anonymous Detection of [Email] associated with login to your client account. Using your personal email address to access client information is a contractual breach and against our policy. Please verify your account Verify Activity [link] Failure to verify the detection and d... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.95855 | 0.945884 | -0.971812 | -0.871432 | -0.827014 | -0.914983 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
22 | 22 | Job Invitation from Google | Hi Anonymous, I'm Sophia from the HR team at Google, and I'm reaching out because you were recommended by your former colleague. He spoke very highly of your skills and we'd love to explore the possibility of you joining our team! Here's a bit about what we have in mind: Position: Location: USA Office/Remote Employment... | null | null | null | Phishing Simulation | Human | Manual | 2,025 | 0 | [1 1 1 0 1 0] | 0.025742 | -0.147031 | 0.753598 | -0.683632 | 0.436434 | -0.93348 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | 0 |
25 | 25 | Anonymous Your Business Financing Opportunity From SAB | Dear Anonymous, After a detailed review of your profile on LinkedIn, we are pleased to inform you that you have been shortlisted for the financing of your project(s) in the category of debt funding. Let us know your interest in moving forward. Khalid Ismail Executive Member (SAB) Saudi Awwal Bank | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 0 0 0 1 0] | 0.470852 | -0.046894 | 0.052733 | -0.979017 | 0.443388 | -0.630712 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
27 | 27 | Daily Summary | Daily summary for 05.02.2025 This is the daily summary for your ongoing projects. If there is no news you will not receive an email from us. JWS Americas S.à r.l. Audit: Audit 31.12.2024 [link] • invited to task Login [link] Alternative link [link] In cooperation with This services is provided by: Auditi GmbH Hansaalle... | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | -0.162233 | 0.009593 | -0.665295 | 0.20259 | -0.831222 | -0.898611 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
30 | 30 | Administrator has responded to your request for 'Mikulas csomag' | Sorry, the administrator has declined your request to access 'Mikulas csomag'. Click here to try again [link] Privacy Statement [link] This email is generated through Anonymous Comapny's use of Microsoft 365 and may contain content that is controlled by Anonymous Company. | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.536259 | 0.886294 | -0.47739 | -0.825074 | -0.894483 | -0.824497 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
32 | 32 | Anonymous<>AnonymousCompany Budapest : Exclusive Invite | Hi Anonymous, You’ve been carefully selected for an exclusive opportunity at Journey! We know economic conditions are tough, and our VC-backed platform is designed to help businesses like Docler Holding Budapest navigate challenges and accelerate growth. Journey equips CEOs and leadership teams with Fortune 500-level t... | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 1 0 0 0] | -0.3863 | 0.098181 | 0.938384 | -0.873054 | -0.574229 | -0.850103 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
33 | 33 | 2025 Employee Work Manual, Benefits & Payroll Plan | You Have Received (1) New Document For Your Review Document Type: Excel Document Name: 2025 Employee Work Manual, Payroll & Incentives Document Date: 01/22/2025 Open [link] Notice: Confidential patient safety work product document communication. Protected from disclosure pursuant to the Patient Safety and Quality Impro... | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 1 0 0 0] | 0.973465 | 0.976956 | -0.922328 | -0.962053 | -0.69959 | -0.344194 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
34 | 34 | RE: FYI | Congratulations! You have been selected for a humanitarian grant. For further details, please contact (bernardarnault56@hotmail.com). | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [0 0 0 0 1 0] | -0.686928 | 0.318328 | 0.69625 | -0.817475 | 0.190467 | -0.790636 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
35 | 35 | AnonymousCompany Timesheet Reminder: Due Today 1/16/2025 | AnonymousShared A Page With You Here's the document that Human Resource shared with you icon Salary Increase Details [link] permission globe icon This link will only work for Anonymous@AnonymousCompany.com | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.366052 | 0.890351 | -0.137401 | -0.977538 | -0.59591 | -0.684372 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
36 | 36 | Your order 11066359 from Points of You® is on its way 😎 | Hello Anonymous, Here are the details of your order 11066359 To check on your order's status, view the tracking information. Tracking #:YT2404721266038079 Tracking URL: https://www.17track.net/en *Please click the tracking URL and place the tracking # [link] Important Delivery Information: Please be advised that it is ... | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [0 1 1 0 0 0] | 0.728451 | 0.535272 | -0.310769 | -0.9258 | -0.606177 | -0.8023 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
38 | 38 | 🅰️CTION REQUIRED TODAY:16TH JANUARY,205 NOTICETzj | MICROSOFT365 Password Expiry Notice HelloAnonymous@AnonymousComapny.com [link], Password to your email account recep.celebi@doclerholding.com [link] expires today at 16 January, 2025. To avoid Service interuption, your verification is required accordingly. To keep default Password settings, follow or copy and paste thi... | null | null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.902823 | 0.989504 | -0.84647 | -0.970861 | -0.960292 | -0.932187 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
39 | 39 | <no subject> | My name is Maja Hoffmann, a Swiss collector, art patron, documentary film producer, entrepreneur and philanthropist. I am the founder and president of the LUMA Foundation. Your email address was provided by Google Inc. randomly selected as an active user on the site. This year, I have decided to donate 5 percent of my ... | test@autosafeglass.com <test@autosafeglass.com> | null | FW_ .eml | Phishing | Human | Manual | 2,025 | 0 | [0 0 1 0 1 0] | -0.724951 | 0.068533 | 0.761468 | -0.94156 | 0.680712 | -0.897485 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 |
55 | 55 | "master_thesis" — shared by anonymous@ifi.uio.no | Project Invite You have been invited to an Overleaf project. Project: master_thesis Shared by: anonymous@ifi.uio.no view project https://www.overleaf.com/project/65db31e01a850/invite/token/a67a0e68cfa900170414b250e997b |
Overleaf<welcome@overleaf.com>
| null | _master_thesis_ — shared by anonymous@ifi.uio.no.eml | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | -0.00944 | 0.63559 | -0.024019 | -0.946555 | -0.623365 | -0.738961 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
56 | 56 | Welcome onboard | Welcome to a world of travel inspiration Thank you for subscribing. You will now be among the first to know about our latest offers and updates, delivered directly to your inbox. To ensure you do not miss any of our exclusive offers, please add email@qr.qatarairways.com to your safe sender list. While we know you love ... | Qatar Airways <email@qr.qatarairways.com> | null | Welcome onboard.eml | Valid | Human | Manual | 2,025 | 1 | [0 0 1 1 0 0] | -0.100551 | 0.196882 | 0.796341 | -0.885656 | -0.637833 | -0.751604 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
57 | 57 | Anonymous ble med på Premium Duo (anonymous joined Premium Duo) | Anonymous joined the Premium Duo. This is just to let you know that anonymous has joined you on Premium Duo. Spotify Logo Get Spotify for: iPhone iPad Android Other This message was sent to zxx9y6dqh6@privaterelay.appleid.com . If you have any questions, please contact us . Terms of Use Privacy Policy Contact us Spotif... | Spotify <no-reply_at_spotify_com_zxx9y6dqh6_97db6a59@privaterelay.appleid.com> | null | anonymous ble med på Premium Duo.eml | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | -0.913634 | 0.779028 | 0.630207 | -0.96399 | -0.872773 | -0.895673 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 |
58 | 58 | Anonymous added you as an extra member | You’ve been invited Hi Anonymous, Great TV shows and movies are in your future. Anonymous invited you to be an extra member on their Netflix plan — at no cost to you. As an extra member, you’ll be able to enjoy: • All of Netflix in Ultra HD. • Your own account and password with 1 profile. • Watching on any device (1 at... | Netflix <info@account.netflix.com> | null | null | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | -0.2516 | 0.947757 | 0.466555 | -0.840068 | -0.879043 | -0.916592 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
59 | 59 | Your EasyChair preprint | Dear Anonymous, This is a reminder that you have an unpublished EasyChair preprint: Anonymous and Anonymous. Impact of Emotions on User Behavior To publish your preprint in EasyChair, you should make the following steps. (1) Log in to EasyChair and use menu tabs EasyChair -> My preprints (2) Select the unpublished prep... | noreply@easychair.org | null | Your EasyChair preprint.eml | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.029528 | 0.919438 | -0.366414 | -0.869504 | -0.864969 | -0.719843 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
60 | 60 | Reminder: "WEEK² — The Career Fair" | Dear Participant, This is a friendly reminder that you are registered to attend "WEEK² — The Career Fair" which is taking place tomorrow. Please find the details below: Time: an. 16, 2025 12:00 PM – 4:00 PM Place: Vilhelm Bjerknes' hus We look forward to your participation in what promises to be an engaging and insight... | UiO : Universitet i Oslo<noreply@pameldingssystem.no>
| null | Reminder_ _WEEK² — The Career Fair_.eml | Valid | Human | Manual | 2,025 | 1 | [0 1 0 1 0 0] | -0.508824 | -0.114682 | 0.674816 | -0.6395 | -0.687633 | -0.797769 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 1 |
61 | 61 | NIKT 2024 notification for paper 3 | Dear anonymous, We are pleased to inform you that your paper has been ACCEPTED to be presented at the Norwegian Information Security Conference (NISK) on Nov. 25-27, 2024, in Bergen, Norway. The reviews by the Technical Program Committee of your paper follow this message. We urge you to complete the following procedure... | NIKT 2024<nikt2024@easychair.org>
| null | null | Valid | Human | Manual | 2,025 | 1 | [1 1 1 0 0 0] | -0.051286 | 0.165023 | 0.306801 | -0.512425 | -0.84437 | -0.822082 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 |
62 | 62 | SafeComp2024 - manifestation of interest in guided tour | Dear SafeComp 2024 Attendees, This mail is to collect your manifestation of interest to participate to a guided tour on Wednesday 18th September, of approximately 2 hours, 17:45-19:45. It would consist of a walk from the Conference Venue towards the city center. Tour is open to accompaning people. It will be organized ... | null | null | SafeComp2024 - manifestation of interest in guided tour.eml | Valid | Human | Manual | 2,025 | 1 | [1 0 1 0 0 0] | -0.501552 | 0.462958 | 0.746066 | -0.874663 | -0.475742 | -0.84455 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 |
63 | 63 | You can still join Athletica BOOST! | Hi, Anonymous. Join Athletica BOOST – and win great prizes! We’re already in the third week of Athletica BOOST, but it’s not too late to join! The competition runs for three more weeks, helping you build solid workout habits – while giving you the chance to win amazing prizes. 🎯 Here’s how it works: ✅ Work out at leas... | SiO Athletica<info@sio.no>
| null | You can still join Athletica BOOST!.eml | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | -0.929092 | 0.707888 | 0.951339 | -0.891433 | -0.847977 | -0.860057 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 |
64 | 64 | summary for Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence | Exciting news! Your paper, "Dynamic Intelligence Assessment: Benchmarking LLMs on the Road to AGI with a Focus on Model Confidence", has just received its first community-generated summary on arXiv++. Take action now: Your expertise is crucial! As the author, you can: Check if there are any missing or incorrect element... | arXiv++<contact@arxivpp.com>
| null | null | Valid | Human | Manual | 2,025 | 1 | [1 1 1 0 0 0] | -0.240345 | -0.724204 | 0.018737 | -0.197039 | -0.755576 | -0.588867 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 1 |
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| null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 1 0] | -0.842619 | -0.261611 | 0.654149 | -0.957829 | 0.484433 | -0.926119 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 0 |
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| https://t.co/ubWHgArnxI | null | Phishing | Human | Manual | 2,025 | 0 | [0 1 1 0 0 0] | -0.586751 | 0.033286 | 0.151338 | 0.191412 | -0.503791 | -0.867439 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
85 | 85 | Urgent: Vehicle Tax Payment Failure Notification. | GOV.UK We hope this message finds you well. We are writing to inform you that your latest vehicle tax payment to the Driver & Vehicle Licensing Agency (DVLA) was unsuccessful. To avoid any penalties or disruptions to your vehicle’s tax status, we kindly ask you to update your payment details and complete the transactio... | Driver & Vehicle Licensing Agency (DVLA)<mail.apps.yq@aitecservices.com.co>
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caldav-blutrgr.mobileconfig | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.756438 | 0.726824 | -0.974462 | -0.833606 | -0.923994 | -0.926227 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
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| http://malcamera.site/enBPeDJwa3lCNWE3Znoydk5IYnc1b1MzanI2dDAwaE55NUUraTZKaWtDOVJuUlA5RHBkTmNQSkhpTGFPOVUzeml1enFwZys2Tk45cDVYcDV4MndZMFREUUd0VCtFYmdmeTdFWE5IRG9EeWc9 | null | Phishing | Human | Manual | 2,025 | 0 | [0 1 1 0 0 0] | -0.189928 | 0.018702 | -0.215734 | -0.219105 | -0.85211 | -0.679941 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
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https://web.trackforuk.com/TllGU18Nzt/FugjAUANAvM... | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.659619 | 0.18571 | -0.760365 | -0.415116 | -0.897177 | -0.763332 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
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(email obscured) | http://directpath.click/4wyReQ17111MQvj920tjjkbvcost1083JIEHJRPSWUEYVUG81379GWJS90356p10 | null | Phishing | Human | Manual | 2,025 | 0 | [0 1 1 0 0 0] | -0.826241 | 0.370898 | 0.601423 | -0.705013 | -0.899718 | -0.810714 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
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| null | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.089678 | 0.986042 | -0.567863 | -0.930906 | -0.975059 | -0.667569 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
113 | 113 | Register now - CorporateGPT | Dear all, OpenAI's CorporateGPT is a conversational AI model designed to meet the needs of the workplace. CorporateGPT can support anything from administrative to creative work. Our organization is enthusiastic about the wide range of possibilities afforded by CorporateGPT, and glad to offer corporate access to all emp... | GPT_Notification@departement-it.com | GPT-it.com | null | Phishing | Human | Manual | 2,025 | 0 | [1 1 1 0 0 0] | -0.349975 | 0.269592 | 0.970548 | -0.723444 | -0.810104 | -0.761521 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
114 | 114 | Signature requested on Policy_review.pdf | HR requests your signature on Policy_review.pdf Review and sign Please review and sign this document. HR This document must by signed by anonymous@anonymouscomapny.com After you sign Policy_review.pdf all parties will receive a final PDF copy by email. Don't forward this email: If you don't want to sign, you can delega... | Adobe@secure-files-sharing.com | null |
HR requests your signature on Policy_review.pdf | Phishing | Human | Manual | 2,025 | 0 | [1 1 0 0 0 0] | 0.343335 | 0.948894 | -0.893088 | -0.907205 | -0.747237 | -0.851218 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
124 | 124 | [zzzzteana] RE: Alexander | Martin A posted: Tassos Papadopoulos, the Greek sculptor behind the plan, judged that the limestone of Mount Kerdylio, 70 miles east of Salonika and not far from the Mount Athos monastic community, was ideal for the patriotic sculpture. As well as Alexander's granite features, 240 ft high and 170 ft wide, a museum, a r... | Steve Burt <Steve_Burt@cursor-system.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.925728 | -0.395643 | 0.686603 | -0.816604 | -0.723487 | -0.961363 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
125 | 125 | [zzzzteana] Moscow bomber | Man Threatens Explosion In Moscow Thursday August 22, 2002 1:40 PM MOSCOW (AP) - Security officers on Thursday seized an unidentified man who said he was armed with explosives and threatened to blow up his truck in front of Russia's Federal Security Services headquarters in Moscow, NTV television reported. The officers... | "Tim Chapman" <timc@2ubh.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [1 1 0 0 0 0] | -0.479836 | -0.351199 | -0.366651 | 0.024697 | -0.585837 | -0.900586 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 1 |
126 | 126 | [IRR] Klez: The Virus That Won't Die | Klez: The Virus That Won't Die Already the most prolific virus ever, Klez continues to wreak havoc. Andrew Brandt >>From the September 2002 issue of PC World magazine Posted Thursday, August 01, 2002 The Klez worm is approaching its seventh month of wriggling across the Web, making it one of the most persistent viruses... | Monty Solomon <monty@roscom.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [1 0 1 0 0 0] | -0.38926 | -0.860418 | -0.205193 | 0.711151 | -0.920727 | -0.888464 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 |
127 | 127 | Re: [zzzzteana] Nothing like mama used to make | > in adding cream to spaghetti carbonara, which has the same effect on pasta as > making a pizza a deep-pie; I just had to jump in here as Carbonara is one of my favourites to make and ask what the hell are you supposed to use instead of cream? I've never seen a recipe that hasn't used this. Personally I use low fat cr... | Stewart Smith <Stewart.Smith@ee.ed.ac.uk> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.971208 | -0.754849 | 0.92288 | 0.576727 | -0.779768 | -0.934545 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
128 | 128 | Re: [zzzzteana] Nothing like mama used to make | > I just had to jump in here as Carbonara is one of my favourites to make and > ask > what the hell are you supposed to use instead of cream? Isn't it just basically a mixture of beaten egg and bacon (or pancetta, really)? You mix in the raw egg to the cooked pasta and the heat of the pasta cooks the egg. That's my und... | "Martin Adamson" <martin@srv0.ems.ed.ac.uk> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.987049 | -0.767223 | 0.92131 | 0.735068 | -0.877189 | -0.900634 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
130 | 130 | Re: [zzzzteana] Nothing like mama used to make | Martin Adamson wrote: > > Isn't it just basically a mixture of beaten egg and bacon (or pancetta, > really)? You mix in the raw egg to the cooked pasta and the heat of the pasta > cooks the egg. That's my understanding. > You're probably right, mine's just the same but with the cream added to the eggs. I guess I should... | Stewart Smith <Stewart.Smith@ee.ed.ac.uk> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.971074 | -0.821528 | 0.91177 | 0.926457 | -0.952444 | -0.852824 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
132 | 132 | [SAtalk] SA CGI Configurator Scripts | I have been trying to research via SA mirrors and search engines if a canned script exists giving clients access to their user_prefs options via a web-based CGI interface. Numerous ISPs provide this feature to clients, but so far I can find nothing. Our configuration uses Amavis-Postfix and ClamAV for virus filtering a... | "NOI Administrator" <admin@networksonline.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.93936 | -0.223129 | 0.705607 | -0.048071 | -0.880373 | -0.877826 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
133 | 133 | [SAdev] Interesting approach to Spam handling.. | Hello, have you seen and discussed this article and his approach? Thank you http://www.paulgraham.com/spam.html -- "Hell, there are no rules here-- we're trying to accomplish something." -- Thomas Alva Edison ------------------------------------------------------- This sf.net email is sponsored by: OSDN - Tired of that... | David H=?ISO-8859-1?B?9g==?=hn <dh@uptime.at> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.708717 | -0.091983 | 0.764189 | -0.581926 | -0.883989 | -0.90131 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
134 | 134 | Re: [SAdev] Live Rule Updates after Release ??? | Yes - great minds think alike. But even withput eval rules it would be very useful. It would allow us to respond quickly to spammer's tricks. Theo Van Dinter wrote: > On Thu, Aug 22, 2002 at 07:27:52AM -0700, Marc Perkel wrote: > >>Has anyone though of the idea of live updates of rules after release? The >>idea being t... | Marc Perkel <marc@perkel.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.937374 | -0.863731 | 0.026057 | 0.964208 | -0.952941 | -0.975797 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
136 | 136 | Re: New Sequences Window | --==_Exmh_-1317289252P Content-Type: text/plain; charset=us-ascii > From: Chris Garrigues > Date: Wed, 21 Aug 2002 10:40:39 -0500 > > > From: Chris Garrigues > > Date: Wed, 21 Aug 2002 10:17:45 -0500 > > > > Ouch...I'll get right on it. > > > > > From: Robert Elz > > > Date: Wed, 21 Aug 2002 19:30:01 +0700 > > > > > > ... | Chris Garrigues <cwg-exmh@DeepEddy.Com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 0 1 0 0] | -0.925279 | -0.743972 | 0.213721 | 0.61005 | -0.713771 | -0.858996 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
138 | 138 | [IIU] Eircom aDSL Nat'ing | Hi all, apologies for the possible silly question (i don't think it is, but), but is Eircom's aDSL service NAT'ed? and what implications would that have for VoIP? I know there are difficulties with VoIP or connecting to clients connected to a NAT'ed network from the internet wild (i.e. machines with static, real IPs) a... | Bernard Michael Tyers <bernard.tyers@dcu.ie> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | 0.29082 | 0.429629 | 0.746757 | -0.887214 | -0.717895 | -0.911618 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
140 | 140 | RE: [ILUG] Sun Solaris.. | In a nutshell - Solaris is Suns own flavour of UNIX. > -----Original Message----- > From: Kiall Mac Innes [mailto:kiall@redpie.com] > Sent: 22 August 2002 17:23 > To: ILUG > Subject: [ILUG] Sun Solaris.. > > > Can someone explain what type of operating system Solaris > is... as ive never seen or used it i dont know whe... | "Fergal Moran" <fergal.moran@wasptech.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 0 1 0 0] | -0.941735 | -0.912294 | 0.650578 | 0.896805 | -0.942478 | -0.958773 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
141 | 141 | [zzzzteana] Which Muppet Are You? | Apols if this has been posted before: http://www.pinkpaperclips.net/subs/quiz2.html Rob ------------------------ Yahoo! Groups Sponsor ---------------------~--> 4 DVDs Free +s&p Join Now http://us.click.yahoo.com/pt6YBB/NXiEAA/mG3HAA/7gSolB/TM ---------------------------------------------------------------------~-> To ... | "uncle_slacky" <robert.chambers@baesystems.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.916742 | -0.171624 | 0.787336 | -0.126537 | -0.89439 | -0.943702 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
143 | 143 | Re: [zzzzteana] Which Muppet Are You? | > Apols if this has been posted before: > > http://www.pinkpaperclips.net/subs/quiz2.html > So, anyone who isn't Beaker? TimC Meep ------------------------ Yahoo! Groups Sponsor ---------------------~--> 4 DVDs Free +s&p Join Now http://us.click.yahoo.com/pt6YBB/NXiEAA/mG3HAA/7gSolB/TM ---------------------------------... | "Tim Chapman" <timc@2ubh.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.915914 | -0.573458 | 0.787278 | 0.427976 | -0.91243 | -0.957744 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
144 | 144 | Re: [ILUG] Sun Solaris.. | On Thu, Aug 22, 2002 at 05:13:01PM +0100, Fergal Moran mentioned: > In a nutshell - Solaris is Suns own flavour of UNIX. Though I'm sure that this nice person would like a bit more detail. Solaris is quite different to Linux, though these days you can make solaris act a lot like linux with an extra CD of GNU tools Sun ... | "John P. Looney" <valen@tuatha.org> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 0 1 0 0] | -0.933076 | -0.690187 | 0.487363 | 0.612772 | -0.8545 | -0.983939 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
147 | 147 | Re: [ILUG] Sun Solaris.. | > On Thu, 22 Aug 2002, John P. Looney wrote: > > Sun's hardware in general is more reliable, > ROFL. not in our experience. Well at least our Caps-Lock keys work: peter@staunton.ie said: > Another problem. I have a Dell branded keyboard and if I hit Caps-Lock > twice, the whole machine crashes (in Linux, not Windows) -... | Albert White - SUN Ireland <albert.white@ireland.sun.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 0 1 0 0] | -0.511394 | -0.892561 | -0.177159 | 0.89988 | -0.912268 | -0.972568 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
149 | 149 | [ILUG] Newbie seeks advice - Suse 7.2 | Folks, my first time posting - have a bit of Unix experience, but am new to Linux. Just got a new PC at home - Dell box with Windows XP. Added a second hard disk for Linux. Partitioned the disk and have installed Suse 7.2 from CD, which went fine except it didn't pick up my monitor. I have a Dell branded E151FPp 15" LC... | "Peter Staunton" <peter@staunton.ie> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.806763 | -0.956394 | 0.087628 | 0.714801 | -0.712339 | -0.951802 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
153 | 153 | public mailing list sign up package | Has anyone seen/heard of/used some package that would let a random person go to a webpage, create a mailing list, then administer that list. Also of course let ppl sign up for the lists and manage their subscriptions. Similar to the old listbot.org, but i'd like to have it running on my server not someone elses :) Chri... | Chris Haun <chris@noskillz.com> | tamas | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.907266 | 0.073072 | 0.599213 | -0.026263 | -0.772531 | -0.947538 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
154 | 154 | Entrepreneurs | An apparent quote from Dubya, from the Times (sent to me by my Dad): http://www.timesonline.co.uk/printFriendly/0,,1-43-351083,00.html ------------------------------------------------------------------------------ TONY BLAIR's special relationship with George W. Bush is under considerable strain. Not only do the two di... | harley@argote.ch (Robert Harley) | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.759034 | -0.95904 | 0.337969 | 0.901114 | -0.565859 | -0.796718 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
155 | 155 | Re: hauns_froehlingsdorf@infinetivity.com | This is an automated response to a message you have sent to hauns_froehlingsdorf@infinetivity.com. I will be out of the office until Monday, August 26 2002. I will reply to your email when I return. Hauns ___________________________________ Hauns Froehlingsdorf Network/Systems Manager infinetivity, inc. 952-225.4200 ht... | hauns_froehlingsdorf@infinetivity.com | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 0 1 0 0] | 0.555579 | 0.604061 | -0.685132 | -0.843319 | -0.858812 | -0.805452 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 |
157 | 157 | Re: Encryption approach to secure web applications | Hi, Thank you for the useful replies, I have found some interesting tutorials in the ibm developer connection. https://www6.software.ibm.com/developerworks/education/j-sec1 and https://www6.software.ibm.com/developerworks/education/j-sec2 Registration is needed. I will post the same message on the Web Application Secur... | Mario Torre <neugens@libero.it> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | 0.242786 | 0.635617 | -0.585012 | -0.702638 | -0.824704 | -0.639793 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 |
158 | 158 | Re: [ILUG] Re: Sun Solaris | Mark Twomey joked: > >erm... it runs Solaris x86 as standard... > > It runs Solaris 8 x86 as standard. > (I was joking Al) And will run Solaris 9 when Sun catch up with the x86 drivers and kernel. Although don't hold your breath for the free DVD. It will never come. (Spot the person who applied for the free Solaris 9 D... | "Matthew French" <mfrench42@yahoo.co.uk> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.965024 | -0.864164 | 0.579658 | 0.890116 | -0.974028 | -0.957101 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
160 | 160 | RE: [ILUG] Newbie seeks advice - Suse 7.2 | hehe sorry but if you hit caps lock twice the computer crashes? theres one ive never heard before... have you tryed Dell support yet? I think dell computers prefer RedHat... (dell provide some computers pre-loaded with red hat) i dont know for sure tho! so get someone elses opnion as well as mine... -----Original Messa... | "Kiall Mac Innes" <kialllists@redpie.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.376593 | -0.946587 | -0.142204 | 0.610022 | -0.865926 | -0.963433 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
161 | 161 | Re: [IIU] Eircom aDSL Nat'ing | At 17:10 22/08/2002 +0100, Nick Hilliard wrote: > > apologies for the possible silly question (i don't think it is, but), > > but is Eircom's aDSL service NAT'ed? > >No - you get unfiltered access with a real (but dynamic) IP address. > > > and what implications would that have for VoIP? I know there are > > difficulti... | Antoin O Lachtnain <antoin@eire.com> | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.132473 | 0.404935 | 0.756677 | -0.871164 | -0.781927 | -0.969322 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
162 | 162 | Re: Entrepreneurs | Manoj Kasichainula wrote; >http://www.snopes.com/quotes/bush.htm > >Claim: President George W. Bush proclaimed, "The problem with >the French is that they don't have a word for entrepreneur." > >Status: False. >Lloyd Grove of The Washington Post was unable to reach Baroness >Williams to gain her confirmation of the tal... | harley@argote.ch (Robert Harley) | null | null | Valid | Human | Kaggle SpamAssasin.csv | 2,002 | 1 | [0 0 1 1 0 0] | -0.737672 | -0.966777 | 0.226781 | 0.970675 | -0.73717 | -0.9555 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
165 | 165 | Almost there! Confirm your email | Please confirm your email address Click the button below to join more than 3 million Cyclers across the globe. We are excited and humbled to be part of your natural journey. Confirm my email Happy Cycling, The Natural Cycles Team CONTACT US Copyright © 2025. Natural Cycles. All rights reserved. Mailing address: Natural... | no_reply_at_naturalcycles_com_wfmmj7pfvf_511fb4cf@privaterelay.appleid.com | https://url5499.account2.naturalcycles.com/ls/click?upn=u001.SjPj6t6lIkUjro-2FV-2BocJIiDD91uDXcNvCY-2FTBZCoHaaaBIjJ-2B3bwci3iiQiLLp-2F0WOvfeZ-2FNV6UohsR2WxHi8csRUl0MnQsWc1RVx6BdpVLHMiTFOAaYphFXPfWevmwrspMFtoOu5XdivcU3bURNVKWVJfru9szXDTks1Gqok3YGAqoQpVirXVf-2B-2B-2FSHNNb5T0n6blrbeIDiR7VDepBlawutsL2NL1te7LUnubwzXkXiS1ZkR... | null | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | -0.720273 | -0.364696 | 0.845376 | -0.402196 | -0.86572 | -0.672717 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 |
168 | 168 | Confirmation of Participation & Introductory Video Submission – 2025 International White Hat Conference | Dear Team Hungary, I hope this email finds you well. Following the official invitation from Dr. Kyung-Shick Choi regarding the 2025 International White Hat Conference (June 9–11, 2025), I am writing to kindly request confirmation of your team’s participation in the Cybercrime Investigation Challenge. If your team will ... | <assad@bu.ed | https://drive.google.com/drive/folders/19KtE7bt-8BzSVeTiwU9IuF27TjPMZ3ik?usp=drive_link | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 1 0] | 0.042614 | -0.217922 | 0.403672 | -0.144108 | -0.76172 | -0.800483 | 1 | 1 | 0 | 0 | 1 | 0 | 1 | 1 |
172 | 172 | RE: INVESTMENT PROPOSITION: | RE: INVESTMENT PROPOSITION: My name is Robert Philips. I am a Certified Outsourcing Specialist based in the United Kingdom. I source for potential entrepreneurs or fund managers all over the world and thereafter link them up with Politically Exposed Persons to manage their investment capital. There is a great and risk-... | test@irocket.kz | null | null | Phishing | Human | Manual | 2,025 | 0 | [0 0 1 0 1 0] | -0.475082 | 0.218324 | 0.810965 | -0.934811 | 0.531543 | -0.904089 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 |
241 | 241 | Your Subscription is Expiring | Apple Subscription Expiring Premium Business LinkedIn: Job Search & News LinkedIn: Network & Job Finder Premium Business (1 month) NOK 489,00/month Dear Anonymous, The following subscription will expire soon: Premium Business (1 month) – NOK 489,00/month expires on 18 May. To renew or learn more, review your subscripti... | no_reply@email.apple.com | https://apps.apple.com/account/subscriptions?mt=8&familyId=21527784 | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.033184 | 0.925956 | 0.487278 | -0.96109 | -0.905173 | -0.901217 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
242 | 242 | The store has cancelled your order | Hello Anonymous, This email is regarding your order from Jordbærpikene Tveita on 01/05/2025. Jordbærpikene Tveita didn't have enough surplus food available and therefore had to cancel your order. We're really sorry for the inconvenience and we hope you find another Surprise Bag you like. (On the bright side, no food wa... | no-reply@toogoodtogo.com | null | null | Valid | Human | Manual | 2,025 | 1 | [0 0 0 1 0 0] | -0.879788 | 0.152251 | -0.603442 | -0.778186 | -0.824352 | -0.890725 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
244 | 244 | Your One-Time Passcode from McDonald’s | Hello 190539 is your one-time passcode (OTP) for the McDonald’s app. You can tap on the code to have it automatically applied. If this doesn’t work, please either copy and paste or enter the code manually when prompted in the App. The code was requested from the McDonald’s App on the device- iPhone14,2. It will be vali... | noreply@mcdonalds.com | null | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | -0.626955 | 0.857077 | -0.021562 | -0.913199 | -0.984083 | -0.552053 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
245 | 245 | Thank you! | Hi Anonymous! It seems that your Master Bill Kill subscription was terminated on 03/04/2025. Please be advised that all of your 397 extra points will be deleted on 03/05/2025 unless a new subscription is started before this date. Zen Extra Points are a benefit reserved for Master Bill Kill users and can be used to pay ... | ninja@billkill.no | null | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.522762 | 0.905481 | -0.865961 | -0.953736 | -0.891662 | -0.910972 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
246 | 246 | Dreame verfication code | Dear user, Your verification code is: 638489 Please do not share the verification code with anyone else. If you did not initiate this action, please ignore this email. This email was automatically generated by the system, please do not reply. Thank you for using Dreame and wish you a pleasant experience! | noreply4@dreame.tech | null | null | Valid | Human | Manual | 2,025 | 1 | [0 1 0 0 0 0] | 0.648772 | 0.94837 | -0.862531 | -0.960661 | -0.874972 | -0.871648 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
247 | 247 | Norwegian partial refund N9LKOO | This is just a quick note to let you know that we have now processed your ticket refund request for the following ticket(s): 546-95772396281. These funds will be returned to the form of payment in your booking as soon as possible. If you booked your ticket through a travel agency, please contact them for your refund. W... | donotreply@norwegian.com | null | null | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | 0.306788 | 0.893127 | -0.924846 | -0.960895 | -0.645913 | -0.821953 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
248 | 248 | Password Reset | We received a request to reset the password for Anonymous on zotero.org. If you submitted this request, you can use the following link to reset your password: https://www.zotero.org/user/resetpassword/tytxnr0ta8n95e5le1a3rqxgngvgegpxmkaov8ya Please note that to log in to zotero.org or the Zotero application, you need t... | do-not-reply@zotero.org | https://www.zotero.org/user/resetpassword/tytxnr0ta8n95e5le1a3rqxgngvgegpxmkaov8ya | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.624319 | 0.875506 | -0.940286 | -0.937643 | -0.810645 | -0.959281 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
249 | 249 | Your digital receipt | Dear Anonymous, Thank you for visiting us in Rituals Oslo City. We hope to see you again soon! In the meantime enjoy your new Rituals buys designed to transform your daily routines into meaningful moments. My order summary Order Number EUW980547023 Dream Fragrance Sticks 250ml 1x Dream Fragrance Sticks 250ml whispering... | service@s.rituals.com | https://www.rituals.com/ | null | Valid | Human | Manual | 2,025 | 1 | [1 0 1 0 0 0] | -0.784767 | 0.216772 | 0.221593 | -0.851391 | -0.817596 | -0.902867 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 |
253 | 253 | Please confirm your email address | Verify your email Thanks for joining our waitlist. Click the button below to verify your email address: Verify We’ll send you an email when space opens up for new participants on Prolific. Have a question? Contact our support team. Twitter LinkedIn | no-reply@prolific.com | https://app.prolific.com/register/participant/join-waitlist/about-yourself
https://url5667.prolific.com/ls/click?upn=u001.z8wmGZBF-2BrLpjgNEIKhFzahCeM8V9-2BsDD0ILMTpvGvFqMpYG2F42BJQy0ezyrT-2FQQp4T_jWkZui4p0UsKkAHZ-2FLpgNshdTMZ1Es1TvGDoAbYF2poYwV3AVydwDuMLq5RUA-2BwpK-2FB9M6wttxbHuOAjomPrgofmnXuc6gQF74DGAftP31oO4C5bGoJmX... | null | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | 0.649285 | 0.600824 | -0.185058 | -0.937518 | -0.844969 | -0.910565 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
254 | 254 | Anonymous joined the Premium Duo | Anonymous joined the Premium Duo. This is just to let you know that anonymous has joined you on Premium Duo. Spotify Logo Get Spotify for: iPhone iPad Android Other This message was sent to anonymous@privaterelay.appleid.com . If you have any questions, please contact us . Terms of Use Privacy Policy Contact us Spotify... | no-reply_at_spotify_com_nnonymous_97db6a59@privaterelay.appleid.com | null | null | Valid | Human | Manual | 2,025 | 1 | [0 0 1 1 0 0] | -0.899134 | 0.79191 | 0.589609 | -0.959636 | -0.882371 | -0.896904 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
256 | 256 | Your Silver plan free trial has begun | Welcome to your Flightradar24 Silver plan trial Silver You’re ready to start! Did you know you can use your account on any device? Simply download the app or visit the website and log in with your credentials. Let's start How to get the most out of your trial alert Set custom alerts You can create up to 10 custom alert... | support@fr24.com | https://fr24.page.link/home_page?utm_source=crm&utm_medium=email&utm_campaign=silver_trial | null | Valid | Human | Manual | 2,025 | 1 | [0 0 1 1 0 0] | -0.627141 | 0.563593 | 0.805996 | -0.814876 | -0.889277 | -0.862642 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 1 |
257 | 257 | View your Snapchat messages! | You have unread messages waiting on Snapchat. View now heart icon Team Snapchat © Snap Inc. 2025 Terms of Service | Privacy Policy | Support 3000 31st Street, Santa Monica, CA 90405, USA Unsubscribe | no_reply@snapchat.com | https://www.snapchat.com/web/?ref=unread_messages_reminder_u | null | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | -0.40364 | -0.332112 | 0.097062 | -0.182654 | -0.945141 | -0.825115 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 1 |
260 | 260 | community@email-ws.withings.com | Hello, We're pleased to inform you that a new Multi-Factor Authentication (MFA) method has been successfully activated on your account. This extra layer of security helps ensure that you're the only person who can access your account, even if someone knows your password or can access your email account. Date of change:... | community@email-ws.withings.com | https://static.withings.com/content/learn_more/mfa/index.html | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.91714 | 0.770655 | -0.544899 | -0.920724 | -0.857291 | -0.898129 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
261 | 261 | Xiaomi Account verification | Hi anpnymous@gmail.com! For your account 67*****143, your verification code is: 645342 Don''t share this code with anyone else. If you didn''t request this code, change your password as soon as possible at id.mi.com. This email was sent automatically, please don''t reply to it. | oreply@global.passport.xiaomi.com | http://id.mi.com/ | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.79477 | 0.918767 | -0.910991 | -0.954101 | -0.934453 | -0.754199 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
262 | 262 | KQ Flight 112 - You've been upgraded! | Hi ANONYMOUS , Congratulations , You’ve reserved your seat(s) on your upcoming flight with Business! In the unlikely event that operational needs require a seating change, we’ll do our best to find a reasonable alternative. If that’s not possible, you’ll be eligible for a refund. What happens now? Your flight has been... | upgrade@kenya-airways.com | https://m.kenya-airways.com/contacts.html | null | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | 0.623049 | 0.832775 | -0.819174 | -0.979361 | -0.499556 | -0.81974 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
263 | 263 | Kenya Airways - Upgrade Request | Hi ANONYMOUS , Thank you for submitting your bid(s) Changed your mind? No problem. You can modify or cancel your bid(s) up until 7 hours prior to departure for flights departing from Jomo Kenyatta International (Nairobi) or 14 hours prior to departure for all other flights. Good luck! Thank you for travelling with Keny... | null | null | https://m.kenya-airways.com/contacts.html | Valid | Human | Manual | 2,025 | 1 | [0 1 1 0 0 0] | 0.217294 | 0.834708 | -0.510131 | -0.967152 | -0.481109 | -0.865576 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
264 | 264 | Your AwardFares subscription has been canceled | We're sorry to see you go Thanks for using AwardFares. Your subscription is set to cancel on 2025-02-28, you can keep using the service until this date. You will not be billed again. If you change your mind you can resubscribe at any time on the billing page Instagram Facebook YouTube YouTube Website AwardFares | FL101... | help@awardfares.com | https://awardfares.com/login | null | Valid | Human | Manual | 2,025 | 1 | [0 0 0 1 0 0] | 0.125797 | 0.931376 | 0.072476 | -0.981538 | -0.893937 | -0.917015 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 |
265 | 265 | Verify Discord Login from New Location | Hey Anonymous, Someone tried to log into your Discord account from a new location. If this is you, click the link below to authorize the log in. IP Address: 178.230.248.231 Location: Oslo, Oslo County, Norway If this wasn’t you, click here to reset your password and log out all devices. Verify Login Need help? Contact ... | noreply@discord.com | https://discord.com/login | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.359931 | 0.834205 | -0.759852 | -0.877888 | -0.851823 | -0.943689 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
267 | 267 | https://accounts.google.com/v3/signin/identifier?Email=%40gmail.com&continue=https%3A%2F%2Fmyaccount.google.com%2Falert%2Fnt%2F1735894797000%3Frfn%3D325%26rfnc%3D1%26eid%3D6639490361457104523%26et%3D2&ifkv=ASKV5MgRDsgeq-2j8c8_xhgvAhR-3x71FEjwmqdSG2Gcpr1C-x2zXpsYXgscFpP_vuvemZd_-3bd&passive=1209600&sacu=1&flowName=GlifW... | Google A new sign-in on Windows anonymous@gmail.com We noticed a new sign-in to your Google Account on a Windows device. If this was you, you don’t need to do anything. If not, we’ll help you secure your account. Check activity You can also see security activity at https://myaccount.google.com/notifications You receive... | no-reply@accounts.google.com | https://accounts.google.com/v3/signin/identifier?Email=%40gmail.com&continue=https%3A%2F%2Fmyaccount.google.com%2Falert%2Fnt%2F1735894797000%3Frfn%3D325%26rfnc%3D1%26eid%3D6639490361457104523%26et%3D2&ifkv=ASKV5MgRDsgeq-2j8c8_xhgvAhR-3x71FEjwmqdSG2Gcpr1C-x2zXpsYXgscFpP_vuvemZd_-3bd&passive=1209600&sacu=1&flowName=GlifW... | null | Valid | Human | Manual | 2,025 | 1 | [1 1 0 0 0 0] | 0.62905 | 0.479171 | -0.763562 | -0.688604 | -0.944155 | -0.864544 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 |
268 | 268 | Happy Half YNAB-iversary! | Hi there! Here at YNAB, we celebrate even month-iversaries because celebrating the good things in life really does matter! 拾 You’ve been using YNAB for six whole months! Can you believe that it was half a year ago that you started your journey to a better relationship with money? Maybe you’ve got more money in the bank... | jesse@email.ynab.com | https://ablink.email.ynab.com/ls/click?upn=u001.Ru4x3Koq7gJmxW4rC019ur8FTdmWDn0CD9anpOCqLDbGAeGUO9-2FdmL0AgimklXYmCrqNqNXlcekLFjB-2BHJA-2BqlUxTA2gH-2BlvJG9XSRpxUw8a0oDZEymTEtjs09Hsw1m-2BARRDzJN-2FWeKXap5LZJwHMRYpZOxtVW0CBNJJdcgMVriC7Oe7roBQ7i6cRwG5anomJyHPsADBWq50YBIoE-2BjySw-3D-3Drsqx_jWkZui4p0UsKkAHZ-2FLpgNshdTMZ1Es1... | null | Valid | Human | Manual | 2,024 | 1 | [0 0 1 1 1 0] | -0.943135 | -0.619479 | 0.830187 | -0.352491 | -0.78006 | -0.925827 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 |
269 | 269 | You have free access to GitHub Copilot | GitHub Access to GitHub Copilot is now included with your GitHub account Your GitHub account now includes free use of GitHub Copilot in VS Code and on GitHub, powered by your choice of AI models from OpenAI and Anthropic. This is now part of your personal GitHub account, and accessible via VS Code and on GitHub. Start ... | no-reply@github.com | https://u15762298.ct.sendgrid.net/ls/click?upn=u001.tqNGOOF66I70OoNp9RTSfmSiGoDy4d-2FChiajhQIPhe5nA-2FTjjfIfUvA4-2FkzZGEJrBMU1QUUmh4-2FAO-2BCa0G9mWnMgAdWvp7vZOH2D0dpax-2Buy9fvVyD0HABbYE9eBZP8YCPAA5rZQG4A091Cp7IJIjpRMAqHIOozqyPuhAb1DaH9EhN2RL0VBASIxVZWlagkkBJiu_jWkZui4p0UsKkAHZ-2FLpgNshdTMZ1Es1TvGDoAbYF2pp6PqGv-2FPja-2B... | null | Valid | Human | Manual | 2,024 | 1 | [1 0 1 0 0 0] | -0.856034 | -0.917024 | 0.712652 | 0.453318 | -0.859793 | -0.8352 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 1 |
270 | 270 | Your shipment was delivered. | Hello, Anonymous. Your shipment from BLOCK was delivered. Delivery date Tue, 05/12/2024 at 1:47 PM. We'd love to hear about your experiences with FedEx® so we can do an even better job next time. Do you have two minutes to give us some feedback? Give feedback Click on survey opt-out to unsubscribe from future surveys. ... | trackingupdates@fedex.com> | https://www.fedex.com/no-no/open-account.html?sa_kw=kwd-26226381&sa_ag=94225288530&sa_c=9601674849&sa_d=c&CMP=KNC-1005853-1-3-950-1000000-EMEA-NO-NO-PPCNOBRAND000GO&gclid=EAIaIQobChMI8JTf8f6ljQMVlSqiAx2XiRlIEAAYASAAEgL7J_D_BwE&gclsrc=aw.ds&gad_source=1&gad_campaignid=9601674849 | null | Valid | Human | Manual | 2,024 | 1 | [0 1 1 0 0 0] | 0.023104 | 0.956306 | 0.558949 | -0.958197 | -0.918234 | -0.82297 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 |
End of preview. Expand in Data Studio
NWeak/emails-user-study
Our model's computed results for the 1000-email user-study set (see
emails/scripts/train_concept_extractor2.ipynb in
user-study-CBMs): per email,
the 6 ground-truth concepts (c1..6_gt), the 6 predicted concept activations
(c1..6_pred, continuous -- tanh of the concept-SVM decision function), the
predicted task label (task_pred), and the ground-truth label (task_gt).
Concept order: Fear+Authority, Urgency, Curiosity, Neutral, Reply, Open attachment.
Also includes Subject/Body/Sender for readability. Join on
Original email No..
Source dataset and attribution
The emails themselves are not ours. They come from the PhishingSpamDataSet of Toth, Bisztray and Dubniczky, released under CC-BY-4.0 and redistributed here under that licence:
Rebeka Toth, Tamas Bisztray, Richard A. Dubniczky. Constructing and Benchmarking: a Labeled Email Dataset for Text-Based Phishing and Spam Detection Framework. arXiv:2511.21448 | github.com/DataPhish/PhishingSpamDataSet
Theirs: Subject, Body, Sender, URL(s), Type, Created by, Source,
Year, and the LLM detected emotion / LLM detected motivation
annotations. Ours: the filtering and split, the embeddings, the 6-concept
merge, and the trained models' outputs.
Please cite Toth et al. alongside our paper if you use this data.
Note: Sender and Body are real email content carried over from the
source dataset.
Citation
Produced for Are Concept Bottleneck Models Effective as Decision-Support Systems? (arXiv:2608.25581) -- Bogani, Debole, Marconato, Pugnana, Tentori, Passerini. Code: github.com/debryu/user-study-CBMs.
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