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Inaudible sounds used to fingerprint browsers catch AliExpress red-handed

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Why This Matters

AliExpress was caught using inaudible sound-based fingerprinting techniques to track visitors, raising concerns about covert user monitoring. This method exploits WebAudio API features to gather browser-specific data without user awareness, highlighting privacy risks in online shopping platforms. The discovery underscores the need for increased transparency and regulation around web tracking methods.

Key Takeaways

Chinese retailer AliExpress has been caught fingerprinting visitors after one of the metrics—an outdated technique that measures inaudible sounds it sends to browsers—impeded a researcher’s ability to use his bluetooth headphones.

Researcher Matthew Callaghan said he stumbled on the stealthy tracking by mistake. After loading the AliExpress homepage, audio from his phone stopped playing over his multipoint headphones, which accept connections from more than one device at a time. He set the headphones to play sounds from his phone except when his PC was producing audio. Each time he loaded AliExpress, the phone audio stopped. Each time he closed the tab the site was loaded into, the phone was once again audible.

Users can’t hear it, but browsers can

While investigating the odd behavior, Callaghan said he found two highly obfuscated scripts. Together, they rendered a graph that analyzed the WebAudio readings of each visiting browser. This graph acted as an oscillator that measured Sawtooth waves, which are common in output from digital audio.

“The oscillator generates a known waveform,” Callaghan wrote. “The analyser measures the result after it has passed through the browser’s audio implementation, and the script reads frequency data from it.”

The scripts set the gain to zero to prevent users from hearing anything. But because the graph is still connected to the selected system audio, the browser continues to process it and, eventually, sends it to AliExpress.