Article 5QVS8 Credit Card PINs Can be Guessed Even When Covering the ATM Pad

Credit Card PINs Can be Guessed Even When Covering the ATM Pad

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Fnord666
from SoylentNews on (#5QVS8)

upstart writes:

Credit card PINs can be guessed even when covering the ATM pad:

Researchers have proven it's possible to train a special-purpose deep-learning algorithm that can guess 4-digit card PINs 41% of the time, even if the victim is covering the pad with their hands.

The attack requires the setting up of a replica of the target ATM because training the algorithm for the specific dimensions and key spacing of the different PIN pads is crucially important.

Next, the machine-learning model is trained to recognize pad presses and assign specific probabilities on a set of guesses, using video of people typing PINs on the ATM pad.

[...] This experiment proves that covering the PIN pad with the other hand is not sufficient to defend against deep learning-based attacks, but thankfully, there are some countermeasures you can deploy.

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