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This is an example of data poisoning, a special type of adversarial attack, a series of techniques that target the behavior of machine learning and deep learning models. If applied successfully ...
For example, place a patch designed to look like a computer next to a banana and the algorithm will see a toaster. Put it next to a dog and the algorithm will see a toaster. You get the idea.
No, it’s not a deleted Q gadget from some late-stage Pierce Brosnan 007 movie. Researchers really have created a patch that could effectively disguise aerial vehicles from A.I. image recognition ...
It's not the only adversarial patch of its kind. Dutch artist and designer Simone C. Niquille created a series of t-shirts that are covered in a bunch of bizarre faces that are able to confuse ...
A research team at the University of Adelaide in Australia has announced a new attack method called Universal NaTuralistic adversarial paTches (TnT) against neural networks for face recognition ...
The angle and placement of the patch made a difference to the AI’s ability to detect a person There is growing interest in real world adversarial attacks – which are ideally both physically ...
Adversarial attacks are not something new to the world of Deep Networks used for image recognition. However, as the research with Deep Learning grows, more flaws are uncovered. The team at the Univ… ...
Gleave explains that, during a Go match, the adversarial policy works by first staking claim to a small corner of the board. He provided a link to an example in which the adversary, controlling ...