IMAGE
COMMERCIAL
RAW
Scam SMS in Indonesia, Malaysia and the Philippines runs on local sender IDs, impersonated banks and e-wallets, and Taglish, Indonesian and Malay phrasing, and the messages are gone within minutes because people delete them. We asked contributors to screenshot first. Each capture shows the message as it arrived with the sender line visible; anything cropped or retyped is sent back. Collection is limited to 11 Southeast Asian countries. There are no lure-type labels, though both lure and brand are legible. Most smishing papers still train on the UCI SMS Spam Collection, 5,574 English messages from 2011; this is the regional, current distribution it cannot represent.
Volume
50,000+
Screenshots
Contributors
10,000+
Regions
Southeast Asia (11 countries)
Updated
What’s in the collection and how it’s delivered.
Data modality
Images
Annotated
Raw (no labels)
Exclusivity
Non-exclusive rights
Capture tool
Phone screenshots
Use cases
Smishing detection, scam classification in Southeast Asian languages, sender-ID and campaign analysis
Format
JPG / PNG / HEIC
Resolution
Native device screen resolution (JPG, PNG, HEIC)
Total volume
50,000+ screenshots (approx. 50 GB)
Regions
Southeast Asia (11 countries)
Purity level
99% passed QA review
Where this data comes from and how it’s licensed.
Every file comes straight from the contributor who provided it and is rights-cleared before it’s listed, so your license traces back to the source.
Contributor
Provides the data and uploads it straight to Kled.
Kled
Clears the rights before anything is listed.
Your team
Licenses it under the terms below.
License terms
Non-exclusive commercial training license.
Consent
Each contributor opted in to this use when they uploaded.
Specs reflect the current collection and may change as new data is added. Final terms are set in your license agreement.
