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Scientists uncover quantum-inspired vulnerabilities in neural networks

Scientists uncover quantum-inspired vulnerabilities in neural networks
techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.

Deyu Meng , Jun Jie Zhang , National Science , Science China , Science China Press , National Science Review , Projected 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 Vondrick , Mia Chiquier , University Of Winsconsin Madison , Columbia University , Projected Gradient Descent , Time 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 States , Ren Wang , Silvia Cardarelli , Indika Rajapakse , Stephen Lindsly , Defense Advanced Research Projects Agency , Department Of Defense , Army Research Office , Johnh Holland Distinguished University Professor , University Of Michigan , Robust Adversarial Immune Inspired Learning , Alfred Hero , Distinguished University Professor , Image Credit , Robust Deep , Nearest Neighbor , Nearest Neighbors , Projected Gradient Descent , Betty Williams Professor , Army Research ,

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 States , Ren Wang , Indika Rajapakse , Stephen Lindsly , Defense Advanced Research Projects Agency , Department Of Defense , Army Research Office , Johnh Holland Distinguished University Professor , University Of Michigan , Robust Adversarial Immune Inspired Learning , Alfred Hero , Distinguished University Professor , Robust Deep , Nearest Neighbor , Projected Gradient Descent , Betty Williams Professor , Army Research ,