Urgent.News

What's breaking now, across thousands of outlets.

Tech

Researchers built a $7 gadget that can find hidden cameras in seconds

KAIST researchers built SweepLED, a $7 smartphone gadget that detects hidden cameras with 94% accuracy in seconds.

Researchers built a $7 gadget that can find hidden cameras in seconds

Researchers at KAIST have developed a cost-effective hidden camera detector called SweepLED, designed to fit on any smartphone. The device uses an attachable LED case that costs less than $7 to build, which sweeps light from various angles instead of moving the light source and viewing angle together. This method effectively eliminates guesswork, as the reflection of a camera lens differs from other reflective surfaces.

SweepLED records the light sweep as a short video and runs it through an AI model trained to detect lens deformations, achieving around 94% accuracy in identifying hidden cameras within five seconds. Tests on 30 common objects in hotel rooms and rentals yielded promising results, highlighting the device's potential to significantly improve hidden camera detection.

The project, led by Professor Jun Han at KAIST's School of Computing, was presented at ACM MobiSys 2026 and could soon be incorporated into actual gadgets.

Written by urgent.news from Digital Trends's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.

Read the original at digitaltrends.com →

More in Tech

Kernel prepatch 7.3-rc1

Linus has released 7.3-rc1 and closed the merge window for this release. " Nothing really stands out - except for the fact that it's big.

Asynchronous Form Schema Discovery: Idempotent Retries and Secure Temporary Files

Use a durable job record as the unit of work for form schema discovery: validate the document at admission, submit one asynchronous extraction job under a correlation ID, poll it with bounded retries…

  • Asynchronous job submission via POST /v1/pdf/form/extract
  • Idempotent retries with exponential backoff, jitter, and deadline
  • Secure temporary files in unique 0700-permission directories

More from Sunday 30 August →