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Monaco squeeze past 10-man Auxerre to climb to third
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Arsenal spoil Ange return, Chelsea held by Brentford
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Chelsea blow chance to top Premier League at Brentford
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Atletico beat Villarreal for first Liga win
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Last-gasp Juve beat Inter to keep pace with leaders Napoli
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England's Hull leads Jeeno by one at LPGA Queen City event
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Romania, Poland, scramble aircraft as drones strike Ukraine
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Netanayhu says killing Hamas leaders is route to ending Gaza war
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Last-gasp Juve beat Inter to maintain perfect Serie A start
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Kane hits brace as Bayern thump Hamburg again
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Toulouse turn on Top 14 power despite sub-par performance
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Vingegaard touching Vuelta glory with stage 20 triumph as protests persist
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Arsenal spoil Ange return, Woltemade earns Newcastle win
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Guirassy extends streak as Dortmund cruise past 10-man Heidenheim
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Shot put legend Crouser enjoys proudest moment at worlds
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Vingegaard touching Vuelta glory with stage 20 triumph as protests continue
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'World's fastest anime fan' Lyles in element at Tokyo worlds
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De Minaur's Australia trail as Germany, Argentina into Davis Cup finals
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A Tokyo full house revels in Chebet and sprinters at world athletics champs
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Holders New Zealand fight past South Africa into Women's Rugby World Cup semis
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Ex-Olympic champion Rissveds overcomes depression to win world mountain bike gold
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Kenya's Chebet wins 10,000m gold, suggests no tilt at world double
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Arsenal ruin Postecoglou's Forest debut as Zubimendi bags brace
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Shot put legend Crouser wins third successive world title
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Bezzecchi wins San Marino MotoGP sprint as Marc Marquez crashes out
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Kenya's Chebet wins 10,000m gold to set up tilt at world double
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Lyles, Thompson and Tebogo cruise through world 100m heats
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Vuelta final stage shortened amid protest fears
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Collignon stuns De Minaur as Belgium take Davis Cup lead over Australia
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Making smartphone data anonymous no longer enough: study
Privacy measures that are meant to preserve the anonymity of smartphone users are no longer suitable for the digital age, a study suggested on Tuesday.
Vast quantities of data are scooped up from smartphone apps by firms looking to develop products, conduct research or target consumers with adverts.
In Europe and many other jurisdictions, companies are legally bound to make this data anonymous, often doing so by removing telltale details like names or phone numbers.
But the study in the Nature Communications journal says this is no longer enough to keep identities private.
The researchers say people can now be identified with just a few details of how they communicate with an app like WhatsApp.
One of the paper's authors, Yves-Alexandre de Montjoye of Imperial College London, told AFP it was time to "reinvent what anonymisation means".
- 'Rich' data -
His team took anonymised data from more than 40,000 mobile phone users, most of which was information from messaging apps and other "interaction" data.
They then "attacked" the data searching for patterns in those interactions -- a technique that could be employed by malicious actors.
With just the direct contacts of the person included in the dataset, they found they could identify the person 15 percent of the time.
When further interactions between those primary contacts were included, they could identify 52 percent of people.
"Our results provide evidence that disconnected and even re-pseudonymised interaction data remain identifiable even across long periods of time," wrote the researchers from the UK, Switzerland and Italy.
"These results strongly suggest that current practices may not satisfy the anonymisation standard set forth by (European regulators) in particular with regard to the linkability criteria."
De Montjoye stressed that the intention was not to criticise any individual company or legal regime.
Rather, he said the algorithm they were using just provided a more robust way of testing what we regard as anonymised data.
"This dataset is so rich that the traditional way we used to think about anonymisation... doesn't really work any more," he said.
"That doesn't mean we need to give up on anonymisation."
He said one promising new method was to heavily restrict access to large datasets to just simple question and answer interactions.
That would get rid of the need to classify a dataset as "anonymised" or not.
Q.Najjar--SF-PST