Tag: One-Pixel Attack
-
One-Pixel Attack: A Subtle Yet Potent Adversarial Technique
Generated by DALL-E Introduction How easy is it to cause a deep neural network to misclassify an image by modifying just one pixel? Surprisingly, it’s quite simple. An attacker can manipulate the network to return any desired answer. Recently, I discovered the concept of the One-Pixel Attack on Deep Neural Networks. It’s fascinating how altering…