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Hackers Got Inside a Flock Camera
Hackers removed a Flock license‑plate reader camera, copied its storage, extracted an on‑device encryption key, and released ~1.6 M images and logs covering 21 days of operation. Analysis shows the device captures ~28 images per vehicle, detects people, and stores raw media in unencrypted partitions. License‑plate detection runs on the cloud, and the camera’s software can mis‑identify graphics as…
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A real‑world post‑mortem of a high‑volume face verification service that moved from a naïve synchronous API to an async, layered pipeline (edge validation, preprocessing, decoupled detection/verification, decision engine) to achieve 8.5k rpm, p99 < 1.8 s, 30 % cost savings, and strict privacy controls.
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Flock ALPR cameras run on severely outdated Android 8.1 and Linux 3.18, missing years of security patches. Analysis of leaked firmware revealed hard-coded API keys and plaintext Auth0 credentials, allowing access to Flock's backend for any camera given its MAC address.
WorldCrafter: Consistent Video World Model with Implicit 3D-aware Memory
WorldCrafter introduces a camera‑queryable implicit 3D‑aware memory that compresses multi‑view evidence into a fixed token budget for video generation, improving long‑horizon consistency and camera‑control accuracy in streamed scene exploration.
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