Smart TV Apps Covertly Convert Devices into AI Scraping Proxies

This practice highlights a growing concern over device exploitation for AI training data, impacting user privacy and network security within the streaming ecosystem. The covert nature of the SDK's operation, particularly its ability to bypass VPNs and operate during active use, introduces a novel vector for data exfiltration and bandwidth consumption on residential networks. Industry players should assess their app ecosystems for similar embedded SDKs and implement stricter oversight on third-party integrations to protect consumer trust and network integrity. All actors in the streaming value chain should reassess device security policies and user consent mechanisms for data collection.

The practice of embedding proxy SDKs in free apps has faced increasing scrutiny beyond the current report. The Verge noted in February 2026 that Bright Data offers app publishers an alternative monetization model: fewer ads or no fees in exchange for integrating its SDK and allowing smart TVs to join its proxy network. Bright Data claims its network operates on consensual individual participation with a 'two-click' opt-out, but researchers and observers like The Verge's Janko Roettgers question the clarity of this consent, especially given the technical complexities involved with smart TV remote navigation. Google has reportedly acted against proxy SDKs running in the background, updating its policies to limit proxy services to apps where it's the 'primary, user-facing core purpose' (The Verge). Amazon also added a provision to its developer policies banning 'apps that facilitate proxy services to third parties', and Roku bars developers from using Bright Data's SDK and similar services. Due to these restrictions, Bright Data no longer supports Roku, Android TV, or Fire TV, though Samsung's Tizen OS and LG's webOS remain listed as supported smart TV platforms (The Verge).