Taipei startup, Qualcomm launch on-device deepfake detector
PUBLISHED Jun 29, 2026, 10:33 AM ET
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At the Computex 2026 technology conference in Taipei, cybersecurity startup Scam.ai announced a partnership with semiconductor manufacturer Qualcomm to launch Halo, an on-device deepfake detection model for live video calls. Demonstrated at Qualcomm’s exhibition booth during the Agentic AI track, Halo is optimized to run locally on personal computers using Qualcomm processors, avoiding transmission of sensitive video data to cloud servers. The system passively monitors standard video conferencing platforms such as Zoom, Microsoft Teams, and Google Meet, scanning real-time video for visual anomalies, compression artifacts, and behavioral inconsistencies. When synthetic media is detected, Halo immediately flags the feed to alert the user.
By Sarah Whitman | JQJO News
Timeline of Events
- Computex 2026 Scam.ai announces Halo partnership
- Computex 2026 Qualcomm hosts Halo demonstration
- Computex 2026 Halo optimized for Qualcomm processors
- Computex 2026 Model targets live video calls
- Computex 2026 System supports major conferencing platforms
- Computex 2026 On-device processing avoids cloud transmission
- Computex 2026 Real-time alerts flag synthetic media
News Intelligence
- Deepfakes can be a real threat to your privacy during video calls. With Halo, your computer can spot these fakes in real-time. It works on popular platforms like Zoom, Teams, and Google Meet. You don't need to send your data to the cloud, keeping your calls more secure.
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