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Scientists uncover quantum-inspired vulnerabilities in neural networks

Scientists uncover quantum-inspired vulnerabilities in neural networks
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Deyu mengJun jie zhangNational scienceScience chinaScience china pressNational science reviewProjected gradient descent

Columbia Univ builds breakthrough algorithm that stops spying microphones from listening

The Columbia University's computer science department has developed a new algorithm that can be used to stop microphones and automatic speech recognition systems from spying on the public.

Carl vondrickMia chiquierUniversity of winsconsin madisonColumbia universityProjected gradient descentTime neural voice

Immune to hacks: Inoculating deep neural networks to thwart attacks

If a sticker on a banana can make it show up as a toaster, how might strategic vandalism warp how an autonomous vehicle perceives a stop sign? Now, an immune-inspired defense system for neural networks can ward off such attacks, designed by engineers, biologists and mathematicians at the University

United statesRen wangSilvia cardarelliIndika rajapakseStephen lindslyDefense advanced research projects agencyDepartment of defenseArmy research officeJohnh holland distinguished university professorUniversity of michiganRobust adversarial immune inspired learningAlfred heroDistinguished university professorImage creditRobust deepNearest neighbor

Immune system serves as a template for defending neural networks from hacks

If a sticker on a banana can make it show up as a toaster, how might strategic vandalism warp how an autonomous vehicle perceives a stop sign? Now, an

United statesRen wangIndika rajapakseStephen lindslyDefense advanced research projects agencyDepartment of defenseArmy research officeJohnh holland distinguished university professorUniversity of michiganRobust adversarial immune inspired learningAlfred heroDistinguished university professorRobust deepNearest neighborProjected gradient descentBetty williams professor