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A key vulnerability of real-time bidding is that while only one advertiser wins the auction, all participants receive data about the person who would see their ad. As a result, anyone posing as an ad buyer can access a stream of sensitive data about billions of individuals a day. Data brokers have taken advantage of this vulnerability to harvest data at a staggering scale. For example, the FTC found that location data broker Mobilewalla collected data on over a billion people, with an estimated 60% sourced from RTB auctions. Leaked data from another location data broker, Gravy Analytics, referenced thousands of apps, including Microsoft apps, Candy Crush, Tinder, Grindr, MyFitnessPal, pregnancy trackers and religious-focused apps. When confronted, several of these apps’ developers said they had never heard of Gravy Analytics.

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Identification refers to selecting which stimulus was shown from a finite set of candidates based on brain activity. For example, given N possible images, the task is to determine which one produced the observed brain response. While interesting and useful, particularly within large stimulus sets, it remains a selection problem within a predefined set.

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Lieutenant Thomas Conrad was standing in a control room in Nashville’s new central jail when he noticed something off with one of the key rings hanging on the wall. It was midday on December 30, 2019, and in two weeks the still empty jail would take in about seven hundred inmates. While contractors were finishing their work, Conrad, a senior correctional officer with the Davidson County Sheriff’s Office, was organizing equipment: handheld radios, handcuffs, and keys. Conrad had been an infantryman in Iraq, where he’d learned to spot slight inconsistencies in the landscape. Looking more closely at the key ring, he realized what was wrong: it was circular. All the others were horseshoe-shaped.。关于这个话题,PDF资料提供了深入分析