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Adversarial ML Attack that Secretly Gives a Language Model a Point of View

Schneier on Security

Machine learning security is extraordinarily difficult because the attacks are so varied—and it seems that each new one is weirder than the next. Here’s the latest: a training-time attack that forces the model to exhibit a point of view: Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures.”

Mining 99
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Attacks against machine learning — an overview

Elie

which involve feeding training adversarial data to the classifier. The most common attack type we observe is model skewing, where the attacker attempts to pollute training data in such a way that the boundary between what the classifier categorizes as good data, and what the classifier categorizes as bad, shifts in his favor.

Mining 107
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article thumbnail

Attacks against machine learning — an overview

Elie

which involve feeding training adversarial data to the classifier. The most common attack type we observe is model skewing, where the attacker attempts to pollute training data in such a way that the boundary between what the classifier categorizes as good data, and what the classifier categorizes as bad, shifts in his favor.

Mining 91
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The Link Between Ransomware and Cryptocurrency

eSecurity Planet

The sharp increase in ransomware attacks can be attributed to many reasons, from the low level of cyber hygiene of some enterprises to insufficient training and education of employees and patch management issues, according to Derek Manky, chief of security insights and global threat alliances for Fortinet’s FortiGuard Labs.

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Decipher Security Podcast With ForAllSecure CEO David Brumley

ForAllSecure

The Decipher Security podcast by Duo Security analyzes the news, explores the impact of the latest risks, and provides informative and educational material for readers intent on understanding how security affects our world. He posits that security, particularly secure software, is a value add to businesses.

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Decipher Security Podcast With ForAllSecure CEO David Brumley

ForAllSecure

The Decipher Security podcast by Duo Security analyzes the news, explores the impact of the latest risks, and provides informative and educational material for readers intent on understanding how security affects our world. He posits that security, particularly secure software, is a value add to businesses.

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DECIPHER SECURITY PODCAST WITH FORALLSECURE CEO DAVID BRUMLEY

ForAllSecure

The Decipher Security podcast by Duo Security analyzes the news, explores the impact of the latest risks, and provides informative and educational material for readers intent on understanding how security affects our world. He posits that security, particularly secure software, is a value add to businesses.