The partnership with Qualcomm allows Halo to function entirely on local hardware, bypassing the need for cloud-based processing. By running in the background of video calls, the tool monitors streams for AI-generated manipulation without requiring users to alter their existing workflows. This approach ensures that sensitive video footage never leaves the machine, addressing privacy concerns for high-stakes executive and financial communications.
Scam.ai Debuts Halo Deepfake Detector for Qualcomm Devices
Deepfake fraud attempts have surged by over 2,000% in three years, leaving 69% of HR leaders feeling defenseless during remote interviews. At Computex 2026, Scam.ai addressed this vulnerability by unveiling Halo, an on-device detection model designed to flag synthetic video in real time during live desktop conferencing sessions.
Dennis Ng, co-founder of Scam.ai, noted that traditional security measures often fail once a human target is breached, making local verification essential. The software is currently optimized for Qualcomm-powered personal computers and is available starting June 2026. Enterprise-level integrations and further platform expansions are slated for announcement later this year.
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