Researchers have used thermal cameras and ML guessing techniques to recover passwords from measuring the residual heat left by fingers on keyboards. From the abstract:
We detail the implementation...
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Hacking on actual computers is one thing, but hacking purposefully on imaginary computers is, these days, something we can only imagine.
Read moreInteresting research: “ImpNet: Imperceptible and blackbox-undetectable backdoors in compiled neural networks, by Tim Clifford, Ilia Shumailov, Yiren Zhao, Ross Anderson, and Robert Mullins:
Abstract: Early backdoor attacks against machine...
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Interesting research: “Sponge Examples: Energy-Latency Attacks on Neural Networks“:
Abstract: The high energy costs of neural network training and inference led to the use of acceleration hardware such as...
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Yet another adversarial ML attack:
Most deep neural networks are trained by stochastic gradient descent. Now “stochastic” is a fancy Greek word for “random”; it means that the training...
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New paper: “Planting Undetectable Backdoors in Machine Learning Models“:
Abstract: Given the computational cost and technical expertise required to train machine learning models, users may delegate the task of...
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Yet another method of surveillance:
Radar can detect you moving closer to a computer and entering its personal space. This might mean the computer can then choose to perform...
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The crooks have shown that they're willing to learn and adapt their attacks, so we need to make sure we learn and adapt, too.
Read moreThe crooks have shown that they're willing to learn and adapt their attacks, so we need to make sure we learn and adapt, too.
Read moreResearchers trained a machine-learning system on videos of people typing their PINs into ATMs: By using three tries, which is typically the maximum allowed number of attempts before the card...
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