Hive
Protect your platform with CSAM Detection
Safeguard your platform and users with Hive's enhanced CSAM Detection and child safety solutions to help you identify, remove, and report harmful content more effectively.
Protect your platform with CSAM Detection
Safeguard your platform and users with Hive's enhanced CSAM Detection and child safety solutions to help you identify, remove, and report harmful content more effectively.
Delivering CSAM detection across images, video and text through technology from:
Delivering CSAM detection across images, video and text through technology from:
CSAM Detection API and CSE Text Classifier API bring together Safer by Thorn’s proprietary technology and Hive's enterprise-grade cloud-based APIs
Learn about CSAM Detection API
Streamline submissions of required reports to the CyberTipline with NCMEC reporting integrated into Hive’s Moderation Dashboard
See NCMEC workflow
Introducing CSE Text Classifier APINew
New
Introducing CSE Text Classifier APINew
New
We've expanded Hive's CSAM detection suite to include child sexual exploitation (CSE) text classification, featuring trusted technology by Thorn.
The CSE Text Classifier API empowers platforms to proactively detect potential text-based child sexual exploitation in chats, comments and other UGC text fields.
We've expanded Hive's CSAM detection suite to include child sexual exploitation (CSE) text classification, featuring trusted technology by Thorn.
The CSE Text Classifier API empowers platforms to proactively detect potential text-based child sexual exploitation in chats, comments and other UGC text fields.
Proactively detect CSE in text-based content
Proactively detect CSE in text-based content
Proprietary machine learning classification model (a.k.a. “text classifier”) developed by Thorn
Categorizes content and assigns a risk score across key classes: CSAM, Child access, Sextortion, Self-generated content and CSA discussion
Enterprise-grade processing via Hive's cloud-based APIs and seamlessly integrated into production workflows
Proactively detect known and new CSAM at scale
Proactively detect known and new CSAM at scale
CSAM is a serious risk
CSAM is a serious risk
Platforms with user-generated content face challenges in preventing child sexual abuse material (CSAM). Failing to address CSAM risks can seriously impact a platform's stability and viability.
Protect your platform
Protect your platform
Built by experts in child safety technology, Safer is a comprehensive solution that detects both known and new CSAM for every platform with an upload button or messaging capabilities.
Industry-leading CSAM Detection by Thorn
Harness industry-leading CSAM detection developed by Thorn, a trusted leader in the fight against online child sexual abuse and exploitation.
Seamless integration
through Hive
Process high volumes with ease with Hive’s real-time API responses. Model responses are accessible with a single API call for each product.
How CSAM Detection works
How CSAM Detection works
Hive's CSAM Detection suite unifies hash matching, best-in-class AI classification, and integrated reporting to help you ensure that user-generated content is safe.
Hive's CSAM Detection suite unifies hash matching, best-in-class AI classification, and integrated reporting to help you ensure that user-generated content is safe.
Detect new CSAM with AI Image and Video Classifier
Detect new CSAM with AI Image and Video Classifier
Utilizes state-of-the-art machine learning models
Classifies content into three categories: CSAM, pornography, and benign
Generates risk scores for faster human decision-making
Trained in part using trusted data from NCMEC CyberTipline, served exclusively on Hive's APIs
Identify known CSAM with Hash Matching
Identify known CSAM with Hash Matching
Securely matches content against trusted CSAM database of +57 million hashes for wide-ranging detection
Detects manipulated images using Thorn’s proprietary perceptual hashing technology
Implements proprietary scene-sensitive video hashing (SSVH) to identify known CSAM within video content
IWF members can also access IWF’s image and video hashes of CSAM content through our CSAM Detection API.
Detect text-based exploitation with AI Text Classifier
Detect text-based exploitation with AI Text Classifier
Proactively combat potential text-based child sexual exploitation at scale, in conversations, comments, and messages
Seamless reporting with Moderation Dashboard
Seamless reporting with Moderation Dashboard
Streamline submissions of required reports to the CyberTipline — saving you time while ensuring your platform meets relevant legal obligations for CSAM reporting
Streamline CSAM Reports with our NCMEC Integration
Why choose Hive
Why choose Hive
Protect your platform from both known and emerging CSAM threats with a single, scalable solution — from advanced detection to integrated moderation workflows.
Protect your platform from both known and emerging CSAM threats with a single, scalable solution — from advanced detection to integrated moderation workflows.
Comprehensive CSAM coverage
Access comprehensive image and video CSAM and CSE text detection through a single API endpoint for each solution.
Text classification available
Detect harmful text content with Hive's new CSE Text Classifier API powered by Thorn, giving your team even more coverage across formats.
Speed at scale
Hive handles billions of pieces of content each month with high performance — so protecting your users never slows you down.
Seamless integration
For CSAM Detection API, hash matches and model responses are accessible with a single API call. Integrate Safer by Thorn into any application with just a few lines of code.
Proactive updates
Thorn maintains a database of 57M+ known CSAM hashes and receives regular NCMEC updates. IWF Members can access IWF's hashes.
Integrated Moderation Dashboard
Manage, review, and escalate flagged content to NCMEC from one interface.
Learn More
Comprehensive CSAM coverage
Access comprehensive image and video CSAM and CSE text detection through a single API endpoint for each solution.
Text classification available
Detect harmful text content with Hive's new CSE Text Classifier API powered by Thorn, giving your team even more coverage across formats.
Speed at scale
Hive handles billions of pieces of content each month with high performance — so protecting your users never slows you down.
Seamless integration
For CSAM Detection API, hash matches and model responses are accessible with a single API call. Integrate Safer by Thorn into any application with just a few lines of code.
Proactive updates
Thorn maintains a database of 57M+ known CSAM hashes and receives regular NCMEC updates. IWF Members can access IWF's hashes.
Integrated Moderation Dashboard
Manage, review, and escalate flagged content to NCMEC from one interface.
Learn More
Developer-friendly integration
Developer-friendly integration
Connect in minutes, not months.
Our API is designed for hassle-free integration, with easy-to-use endpoints that let you submit images or entire videos and retrieve structured results.
Connect in minutes, not months.
Our API is designed for hassle-free integration, with easy-to-use endpoints that let you submit images or entire videos and retrieve structured results.
Why developers love Hive APIs
Why developers love Hive APIs
Simple, RESTful endpoints with fast, predictable responses.
Production-ready JSON that contains easily parseable labels and scores.
Developer docs with code samples, libraries, and quick start guides.