Vulnerabilities / Threats

How Bad Teachers Ruin Good Machine Learning

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BLACK HAT USA 2017 -- Sophos data scientist Hillary Sanders visits senior editor Sara Peters at the Dark Reading News Desk to explain how good machine learning models can be ruined by bad testing data, and how security can suffer as a result. Also: can ML models learn to be skeptical?

Watch the full archived two-day News Desk broadcast and all 45 interviews at DarkReading.com/DRNewsDesk.

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CVE-2018-17368
PUBLISHED: 2018-09-23
An issue was discovered in PublicCMS V4.0.180825. For an invalid login attempt, the response length is different depending on whether the username is valid, which makes it easier to conduct brute-force attacks.
CVE-2018-17369
PUBLISHED: 2018-09-23
An issue was discovered in springboot_authority through 2017-03-06. There is stored XSS via the admin/role/edit roleKey, name, or description parameter.
CVE-2018-17400
PUBLISHED: 2018-09-23
The PhonePe wallet (aka com.PhonePe.app) application 3.0.6 through 3.3.26 for Android might allow attackers to perform Account Takeover attacks by intercepting the user name and PIN during the initial configuration of the application.
CVE-2018-17401
PUBLISHED: 2018-09-23
The PhonePe wallet (aka com.PhonePe.app) application 3.0.6 through 3.3.26 for Android might allow attackers to perform Account Takeover attacks by exploiting its Forgot Password feature.
CVE-2018-17402
PUBLISHED: 2018-09-23
The PhonePe wallet (aka com.PhonePe.app) application 3.0.6 through 3.3.26 for Android might allow attackers to discover the Credit/Debit card number, expiration date, and CVV number.