Halo detects live video call deepfakes on-device

// 1h agoPRODUCT LAUNCH

Halo detects live video call deepfakes on-device

Halo by Scam AI is an on-device security application designed to combat deepfake video fraud during live video calls across platforms like Zoom, Microsoft Teams, and Google Meet. It analyzes video feeds locally on the user's device to flag synthetic face manipulation in real time without sending sensitive call data to the cloud.

// ANALYSIS

Real-time, on-device deepfake detection is set to become an essential security standard as generative video tools erode default visual trust.

* Privacy-preserving inference: Processing video feeds entirely on-device ensures sensitive meeting content remains local and avoids cloud compliance hurdles.

* High-stakes protection: Focuses on high-risk enterprise workflows, such as verifying remote job applicants and confirming high-value financial transfers.

* Broad compatibility: Operates directly alongside major video conferencing platforms including Zoom, Teams, and Google Meet.

* Performance trade-off: Maintaining low-latency detection without throttling host hardware resources or triggering false positives during video compression will be critical for user adoption.

// TAGS

deepfake-detectionvideo-securityedge-aicybersecurityfraud-preventionsynthetic-mediahalo-by-scam-ai

DISCOVERED

1h ago

2026-07-31

PUBLISHED

7h ago

2026-07-31

RELEVANCE

8/ 10

AUTHOR

[REDACTED]

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