Scam.ai has announced a significant partnership with Qualcomm to unveil Halo, an innovative on-device deepfake detection model specifically designed for live video calls. This announcement was made on June 29, 2026, at Computex 2026 in Taipei, where Scam.ai showcased its technology at Qualcomm's booth during the event's Agentic AI track.
“Deepfakes has rapidly risen as one of the major concerns for enterprises in multiple fronts, all traditional security measures are oblivious once a human is breached,” said Dennis Ng, co-founder of Scam.ai. The Halo model aims to address these concerns by providing a solution that allows for real-time detection of synthetic video during video conferencing sessions.
Key Features of Halo Deepfake Detection
The Halo model operates locally on personal computers, eliminating the need for cloud infrastructure, thereby enhancing user privacy and security. Key features of Halo include:
- Real-time detection: Identifies synthetic video during a live call.
- On-device processing: Ensures no video footage leaves the user’s computer.
- Passive operation: Runs in the background without interrupting existing call workflows.
Halo is optimized for Qualcomm-powered devices and is particularly beneficial for HR and recruiting teams conducting video interviews, as well as high-value executives including CEOs and CFOs who frequently engage in high-stakes calls.
