The Linkielist

Linking ideas with the world

The Linkielist

Samsung’s AI animates paintings and photos without 3D modeling

Engineers and researchers from Samsung’s AI Center in Moscow and Skolkovo Institute of Science and Technology have created a model that can generate realistic animated talking heads from images without relying on traditional methods, like 3D modeling.

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“Effectively, the learned model serves as a realistic avatar of a person,” said engineer Egor Zakharov in a video explaining the results.

Well-known faces seen in the paper include Marilyn Monroe, Albert Einstein, Leonardo da Vinci’s Mona Lisa, and RZA from the Wu Tang Clan. The technology that focuses on synthesizing photorealistic head images and facial landmarks could be applied to video games, video conferences, or digital avatars like the kind now available on Samsung’s Galaxy S10Facebook is also working on realistic avatars for its virtual reality initiatives.

Such tech could clearly also be used to create deepfakes.

Few-shot learning means the model can begin to animate a face using just a few images of an individual, or even a single image. Meta training with the VoxCeleb2 data set of videos is carried out before the model can animate previously unseen faces.

During the training process, the system creates three neural networks: The embedded network maps frames to vectors, a generator network maps facial landmarks in the synthesized video, and a discriminator network assesses the realism and pose of the generated images.

Source: Samsung’s AI animates paintings and photos without 3D modeling | VentureBeat

Beyond the Hype of Lab-Grown Diamonds

Billions of years ago when the world was still young, treasure began forming deep underground. As the edges of Earth’s tectonic plates plunged down into the upper mantle, bits of carbon, some likely hailing from long-dead life forms were melted and compressed into rigid lattices. Over millions of years, those lattices grew into the most durable, dazzling gems the planet had ever cooked up. And every so often, for reasons scientists still don’t fully understand, an eruption would send a stash of these stones rocketing to the surface inside a bubbly magma known as kimberlite.

Source: Beyond the Hype of Lab-Grown Diamonds

This article is an excellent analysis of the market and technologies used in Diamonds

G Suite passwords stored unhashed creds since 2005, and other passwords in plain text for 14 days for troubleshooting

Google admitted Tuesday its paid-for G Suite of cloudy apps aimed at businesses stored some user passwords in plaintext albeit in an encrypted form.

Administrators of accounts affected by the security blunder were warned via email that, in certain circumstances, passwords had not been hashed. Hashing is a standard industry practice that protects credentials by scrambling them using a one-way encryption algorithm.

Google was at pains to stress it was the enterprise non-consumer version of G Suite affected, that there were no signs of misuse of the passwords, and that the passwords were encrypted at rest on disk – though, we note, hashing them would have fully secured the sensitive info.

Before we get to the threat model part of this, there are essentially two security cockups at play here. The first involves a G Suite feature available from 2005 that allowed organizations’ admins to set their G Suite users’ passwords via the Google account admin console. That feature, designed for IT staff to help new colleagues set their passwords and log in, did not hash these passwords.

The second involves recording some user passwords in plaintext on disk, as they logged in, and keeping these unhashed credentials around for 14 days at a time, again encrypted at rest. This practice started in January this year, during attempts by Googlers to troubleshoot their login system, and has been stopped.

Source: G Suite’n’sour: Google resets passwords after storing some unhashed creds for months, years • The Register

Android and iOS devices impacted by new sensor calibration attack – it’s easy to follow your device everywhere online

A new device fingerprinting technique can track Android and iOS devices across the Internet by using factory-set sensor calibration details that any app or website can obtain without special permissions.

This new technique — called a calibration fingerprinting attack, or SensorID — works by using calibration details from gyroscope and magnetometer sensors on iOS; and calibration details from accelerometer, gyroscope, and magnetometer sensors on Android devices.

According to a team of academics from the University of Cambridge in the UK, SensorID impacts iOS devices more than Android smartphones. The reason is that Apple likes to calibrate iPhone and iPad sensors on its factory line, a process that only a few Android vendors are using to improve the accuracy of their smartphones’ sensors.

How does this technique work?

“Our approach works by carefully analysing the data from sensors which are accessible without any special permissions to both websites and apps,” the research team said in a research paper published yesterday.

“Our analysis infers the per-device factory calibration data which manufacturers embed into the firmware of the smartphone to compensate for systematic manufacturing errors [in their devices’ sensors],” researchers said.

This calibration data can then be used as a fingerprint, producing a unique identifier that advertising or analytics firms can use to track a user as they navigate across the internet.

Furthermore, because the calibration sensor fingerprint is the same when extracted using an app or via a website, this technique can also be used to track users as they switch between browsers and third-party apps, allowing analytics firms to get a full view of what users are doing on their devices.

Source: Android and iOS devices impacted by new sensor calibration attack | ZDNet

How the World’s First Digital Circuit Breaker Could Completely Change Our Powered World

This week the world’s first and only digital circuit breaker was certified for commercial use. The technology, invented by Atom Power, has been listed by Underwriters Laboratories (UL), the global standard for consumer safety. This new breaker makes power easier to manage and 3000 times faster than the fastest mechanical breaker, marking the most radical advancement in power distribution since Thomas Edison.

Picture the fuse box in your basement, each switch assigned to different electrical components of your home. These switches are designed to break a circuit to prevent the overloaded wires in your wall from overheating and causing a fire. When this happens, you plod down to your mechanical room and flick the switches on again.

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His experienced based inquiry has revolved around a central assertion that analog infrastructure doesn’t allow us to control our power the way we should be able to. That idea has led to some pretty critical questions: “What would it take to make power systems controllable?” and “Why shouldn’t that control be built in to the circuit breaker itself

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Instead of using mechanics to switch the power, we apply digital inputs,” Kennedy told Popular Mechanics. “Now I have no moving parts. Now I have the ability to connect things like iPhones and iPads for remote power management, which increases safety and improves efficiency. I can set the distribution panel to a schedule so the flow of power is seamless, unlimited, and shifts between sources automatically. You literally wouldn’t notice. The lights wouldn’t even flicker.”

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For a grid-connected solar home, for example, residents sometimes have to disconnect their solar input because traditional power systems (including the circuit breakers) aren’t advanced enough to properly manage multiple power sources that change.

In short, “the modern world has outgrown the risks and constraints of traditional circuit breakers”—a company claim, but also a compelling fact when you consider these inefficiencies and the dangers of a system that requires manual remediation of power surges and failures.

“Old school breakers simply can’t operate as fast as the flow of power,” says Kennedy. “When things go wrong in larger buildings, they go really wrong because you typically have a much bigger source feeding that demand.”

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Poor energy management results in 30,000 electrical hazard accidents per year. Arc flash events can take out an entire building for weeks. Due to their ability to interrupt 100,000 amps with unprecedented speed, digital breakers effectively eliminate these risks, resulting in “the safest, fastest, most intelligent system to date.”

Source: How the World’s First Digital Circuit Breaker Could Completely Change Our Powered World