TabFM

TabFM

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About

Augment your cross-channel DLP with AI-powered classification. Proofpoint Intelligent Classification and Protection is an AI-powered approach to classifying your business-critical data. It recommends actions based on risk accelerating your enterprise DLP program. Our Intelligent Classification and Protection solution helps you understand your unstructured data in a fraction of the time required by legacy approaches. It categorizes a sample of your files using a pre-trained AI-model. And it does this across file repositories both in the cloud and on-premises. With our two-dimensional classification, you get the business context and confidentiality level you need to better protect your data in today’s hybrid world.

About

TabFM is a zero-shot foundation model for tabular data, designed to simplify classification and regression workflows that traditionally require manual model training, hyperparameter tuning, and domain-specific feature engineering. Built specifically for tables, TabFM reframes tabular prediction as an in-context learning problem: instead of fitting a new supervised model to each dataset, it takes historical training examples and target testing rows together as one unified prompt, then interprets relationships between columns and rows at inference time. Because tables are two-dimensional and orderless, TabFM uses a hybrid architecture that combines alternating row and column attention, row compression, and a dedicated Transformer for in-context learning over compressed row embeddings. This design lets the model capture complex feature interactions and dependencies while keeping prediction computationally efficient for larger datasets.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Data-centric security solution for companies wanting to discover, classify, protect and monitor their sensitive data

Audience

Data scientists and analytics teams that need accurate tabular classification and regression without repetitive training, tuning, and feature-engineering work

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Proofpoint
Founded: 2002
United States
www.proofpoint.com/us/products/information-protection/intelligent-classification-and-protection

Company Information

Google
Founded: 1998
United States
research.google/blog/introducing-tabfm-a-zero-shot-foundation-model-for-tabular-data/

Alternatives

Alternatives

MLBox

MLBox

Axel ARONIO DE ROMBLAY
Nightfall

Nightfall

Nightfall AI
SISA Radar

SISA Radar

SISA Information Security
T5

T5

Google

Categories

Categories

Data Governance Features

Access Control
Data Discovery
Data Mapping
Data Profiling
Deletion Management
Email Management
Policy Management
Process Management
Roles Management
Storage Management

Data Loss Prevention Features

Compliance Reporting
Incident Management
Policy Management
Sensitive Data Identification
Web Threat Management
Whitelisting / Blacklisting

Integrations

Autodesk Viewer
IBM Cloud
Microsoft 365
Microsoft Azure
Microsoft Outlook
Microsoft SharePoint
Microsoft Teams
Okta
Oracle Cloud Infrastructure
RingCentral Video
Slack
Smartsheet
Splunk Cloud Platform
Symantec Cloud Workload Protection
Trello
VMware Cloud
Vimeo
Wrike
Zoho CRM
Zoom

Integrations

Autodesk Viewer
IBM Cloud
Microsoft 365
Microsoft Azure
Microsoft Outlook
Microsoft SharePoint
Microsoft Teams
Okta
Oracle Cloud Infrastructure
RingCentral Video
Slack
Smartsheet
Splunk Cloud Platform
Symantec Cloud Workload Protection
Trello
VMware Cloud
Vimeo
Wrike
Zoho CRM
Zoom
Claim Proofpoint Intelligent Classification and Protection and update features and information
Claim Proofpoint Intelligent Classification and Protection and update features and information
Claim TabFM and update features and information
Claim TabFM and update features and information