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Hive

AI-Generated & Deepfake Content Detection

AI-Generated & Deepfake Content Detection


Hive's AI-Generated & Deepfake Content Detection APIs determine whether content is authentic or AI-created.


Our APIs scan images, video, text, and audio for AI and return clear confidence scores—and they plug seamlessly into any existing Hive production workflow.

Hive's AI “antivirus” for AI-generated content

Comprehensive AI-generated & deepfake content detection

AI-Generated and Deepfake
Image and Video Detection

Combat misinformation with automated detection of synthetically generated images and videos

AI-Generated
Audio Detection

Authenticate audio clips with proactive scanning for AI voice cloning or synthetically
generated audio

AI-Generated
Music Detection

Determine whether music or vocals are generated and flag unauthorized digital cloning

AI-Generated
Text Detection

Evaluate whether entire passages or sub-chunks of texts are likely to be AI-generated

AI-Generated and Deepfake Image and Video Detection

Combat misinformation with automated detection of AI-generated images and videos at industry-leading accuracy.

One endpoint, two powerful models

Identify both AI-generated content and deepfakes with our industry-leading models, accessible through a single endpoint.

Proactive updates

Hive’s AI-Generated & Deepfake Detection models are regularly updated to cover new major generative engines as they gain popularity, ensuring your workflows are leveraging up-to-date AI detection technology.

Actionable attribution

Not only does Hive’s AI-Generated Detection model return confidence scores indicating whether or not the input media is AI-generated, but it also returns the likely generative engine used.

Image Representing Ai Detection Image and Video

Selected use cases

Combat misinformation
Combat misinformation

Combat misinformation

Flag deepfakes and synthetic images so social platforms can label or remove misinformation before it spreads.

Flag deepfakes and synthetic images so social platforms can label or remove misinformation before it spreads.

Detect AI-enabled fraud
Detect AI-enabled fraud

Detect AI-enabled fraud

Insurers and expense management tools spot manipulated photos or videos in claims and reimbursements.

Insurers and expense management tools spot manipulated photos or videos in claims and reimbursements.

Flag fake profiles and catfishing
Flag fake profiles and catfishing

Flag fake profiles and catfishing

Dating, gaming, and social apps can filter AI-generated profiles to block catfish and bot accounts.

Dating, gaming, and social apps can filter AI-generated profiles to block catfish and bot accounts.

Secure real-time communications
Secure real-time communications

Secure real-time communications

Livestreaming and game moderation tools can use our model to detect deepfaked faces and deceptive avatars.

Livestreaming and game moderation tools can use our model to detect deepfaked faces and deceptive avatars.

Protect journalistic integrity
Protect journalistic integrity

Protect journalistic integrity

Publishers can verify that submitted images are authentic, ensuring audience trust.

Publishers can verify that submitted images are authentic, ensuring audience trust.

Explore AI-Generated and Deepfake Image and Video Detection

AI-Generated Audio Detection

Authenticate audio clips by proactively scanning for AI voice cloning or synthetically generated audio.

Audio segmentation

Determine which sections of an audio clip are AI-generated. We provide confidence scores for every 10-second audio chunk, helping you identify which segments are AI-generated or not with pinpoint accuracy.

Domain versatility

Hive’s AI-Generated Audio Detection model flags and tags across a wide range of audio contexts and domains, including voice calls, interview recordings, and more.

Broad language support

Hive’s AI-Generated Audio Detection model makes confident classifications regardless of the input audio’s language, making a wide range of multilingual applications possible.

Image Representing Ai Detection Audio

Selected use cases

Detect voice-based impersonation
Detect voice-based impersonation

Detect voice-based impersonation

Flag cyber criminals using AI voice generator tools to access sensitive information.

Flag cyber criminals using AI voice generator tools to access sensitive information.

Debunk misinformation
Debunk misinformation

Debunk misinformation

Platforms can catch AI-generated clips to curb misinformation from going viral.

Platforms can catch AI-generated clips to curb misinformation from going viral.

Protect communications
Protect communications

Protect communications

Identify manipulated audio to ensure the integrity of communications channels.

Identify manipulated audio to ensure the integrity of communications channels.

Explore AI-Generated Audio Detection

AI-Generated Music Detection

Effectively determine whether music or vocals are synthetically generated to flag potential instances of unauthorized digital cloning.

One endpoint, two powerful Models

Hive’s AI-Generated Music Detection model detects whether music is synthetically created and if the accompanying vocals are AI-generated, returned in the same API response.

Actionable attribution

In addition to returning confidence scores indicating whether or not the input audio is AI-generated, we also return which generative engine likely produced the clip. We make regular updates to reflect the most popular engines.

Broad language support

Hive’s AI-Generated Music Detection model makes confident classifications regardless of the input audio’s language, making a wide range of multilingual applications possible.

Image Representing Ai Detection Audio

Selected use cases

Verify authenticity
Verify authenticity

Verify authenticity

Digital streaming platforms can flag AI-generated songs, ensuring proper compensation for human creators.

Digital streaming platforms can flag AI-generated songs, ensuring proper compensation for human creators.

Protect intellectual property
Protect intellectual property

Protect intellectual property

Proactively analyze tracks and protect intellectual property by confirming artists' work is not synthetic.

Proactively analyze tracks and protect intellectual property by confirming artists' work is not synthetic.

Detect digital replicas
Detect digital replicas

Detect digital replicas

Ensure compliance with relevant legislation by confirming voices within songs are not digital replicas.

Ensure compliance with relevant legislation by confirming voices within songs are not digital replicas.

Explore AI-Generated Music Detection

AI-Generated Text Detection

Seamlessly evaluate whether entire passages or sub-chunks are likely to have been generated with accessible text generation engines.

Automatic text chunking

In addition to calculating one classification for the text in its entirety, the model also splits the text into smaller chunks and determines a classification for each in order to highlight the specific sections of the text that are most likely to be AI-generated.

Generated texts

We trained our model on a wide range of human-written and artificially-generated text across a broad array of genres, with an emphasis on essays and school assignments for plagiarism detection use cases.

Image Representing Ai Detection Text

Selected use cases

Detect Plagiarism
Detect Plagiarism

Detect Plagiarism

Teachers, schools, and educational programs can easily flag when students use AI to cheat on assignments.

Teachers, schools, and educational programs can easily flag when students use AI to cheat on assignments.

Reduce spam
Reduce spam

Reduce spam

Platforms can cut down AI-generated spam posts from bot accounts.

Platforms can cut down AI-generated spam posts from bot accounts.

Verify cover letters
Verify cover letters

Verify cover letters

Recruiters can detect AI-written cover letters, enabling them to focus on genuine candidates.

Recruiters can detect AI-written cover letters, enabling them to focus on genuine candidates.

Explore AI-Generated Text Detection

See AI-generated content detection in action

Ready to integrate? Sign up or Contact Us for support!

Industry-leading model performance

“Hive is the clear winner”

A 2024 independent research study found that our AI-generated detection model outperforms competing models as well as human expert analysis.

Image representing Hive's industry leading model performance

Joining forces with the Department of Defense

Our partnership with the Department of Defense is a significant milestone in protecting national security from the risks of synthetic media and AI-generated disinformation.

Image representing partnering with government agencies

Developer-friendly integration

Integrate our AI-Generated & Deepfake Content Detection APIs in minutes through our easy-to-use REST API. Then submit any image, video, audio, or text and get unified, actionable results. On-prem deployment is also available.

Image representing developer friendly integration
Why developers love Hive APIs
Icon representing simple, RESTful endpoints.

Simple, RESTful endpoints with fast, predictable responses

Icon representing production ready JSON

Production-ready JSON that contains easily parseable labels and scores.

Icon representing developer docs with code samples

Developer docs with code samples, libraries, and quick start guides.

Ready to build something?

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