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Data leakage in machine learning can be detected through various methods, focusing on performance analysis, feature examination, data auditing, and model behavior analysis. Performance-wise, unusually high accuracy or significant discrepancies between training and test results often indicate leakage. [ 6 ]
A data breach, also known as data leakage, is "the unauthorized exposure, disclosure, or loss of personal information". [ 1 ] Attackers have a variety of motives, from financial gain to political activism , political repression , and espionage .
This is a list of reports about data breaches, using data compiled from various sources, including press reports, government news releases, and mainstream news articles. The list includes those involving the theft or compromise of 30,000 or more records, although many smaller breaches occur continually.
The link to the data that included the files was made using a feature in Azure called “SAS tokens,” which let users create sharable links. Wiz first discovered the access to the data on June ...
Josh Duggar, a 27-year-old man who had become famous as a teenage member of a conservative Christian family featured on a reality television series named 19 Kids and Counting, was one notable user of Ashley Madison whose data was breached. The released data included records of nearly $1,000 of transactions on a credit card account in his name.
AT&T is investigating a leak earlier this month that dumped millions of customers’ data, including personal information such as Social Security numbers, on the dark web.
A leak of internal Tesla files reportedly reveals thousands of customers complaining about Autopilot safety, according to a newspaper article.
VentureBeat called the exposure of data on 140+ million customers "one of the biggest data breaches in history." [25] Equifax shares dropped 13% in early trading the day after the breach was made public. [26] Numerous media outlets advised consumers to request a credit freeze to reduce the impact of the breach. [27] [28] [29] [30]