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"Neural networks can find telltale patterns in a person's gait that can be used to recognize and identify them with almost perfect accuracy, according to new research published in IEEE Transactions on Pattern Analysis and Machine Intelligence. The new system, called SfootBD, is nearly 380 times more accurate than previous methods, and it doesn't require a person to go barefoot in order to work. It's less invasive than other behavioral biometric verification systems, such as retinal scanners or fingerprinting, but its passive nature could make it a bigger privacy concern, since it could be used covertly."

""What is emerging is that [Aadhaar] is being used to create a panopticon, a centralized database that's linked to every aspect of our lives - finances, travel, birth, deaths, marriage, education, employment, health, etc.," Reetika Khera, an Indian economist and social scientist, told VICE News. Security concerns have plagued the system for years, but in recent weeks criticism has grown deafeningly loud. Earlier this month, as part of the Supreme Court case on privacy, an activist's freedom of information request suggested that foreign firms were being given "full access" to the classified data - including fingerprints and iris scans."

"When you take a photo, your smartphone or digital camera stores "metadata" within the image file. This automatically and parasitically burrows itself into every photo you take. It is data about data, providing identifying information such as when and where an image was captured, and what type of camera was used."

"More than 400,000 crime records could have been affected by a data blunder, with records for serious offences supposed to be kept forever accidentally deleted and police fearing criminals may not be caught, a letter from a senior officer reveals. The records were accidentally deleted due to a coding error on 10 January, and the incident affects fingerprints, DNA, and arrest records on the police national computer (PNC)."

"Before we go deeper, it's important to note that there are two approaches to facial - or any biometric - authentication: "match on server" and "match on device." The former approach shares some of the risky aspects of facial recognition technology because it stores the details of one's most personal features-your face or your fingerprint-on a server, which is inherently insecure. There are some well-publicized examples of biometric databases being hacked, which is why so many companies are committing to only do on-device biometrics."

"The Home Team Science and Technology Agency (HTX) - which collaborated with ICA to roll out the scanning system - said in a statement that iris patterns have a higher degree of variation and uniqueness as compared to fingerprints, and are therefore "more robust and reliable.""

"The biometric identification system will be used not only to identify criminals, DCRC said, but also to identify fingerprints of contested documents from various agencies such as courts, the National Land Commission and Anti-Corruption Commission."

"Here's how the program, which has been developed in partnership with SWGfL, a UK-based non-profit behind the Revenge Porn Helpline, works. If you've shared an intimate image with someone and are worried that that person might do something nefarious with it, you can send the images to content moderators at Facebook to be "hashed"- essentially the image is assigned a digital fingerprint. If someone then tries to upload that image to Facebook it can be quickly identified and blocked. It's obviously not a silver bullet for stopping revenge porn, and it requires putting a lot of trust in Facebook and accepting that a random content moderator is going to be looking at your naked photos, but it gives people a little bit of control over their images."

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