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Adversarial Examples In The Physical World Did you know that a simple sticker on a stop sign can fool an autonomous vehicle into misinterpreting it as a speed limit sign? This intriguing phenomenon is known as adversarial examples in the physical world, where seemingly harmless…
Adversarial Examples Are Not Bugs They Are Features Did you know that even the most sophisticated artificial intelligence models can be easily fooled by what we humans consider "trivial" changes? These subtle modifications, known as adversarial examples, are not bugs in the system, but rather…
An attention-grabbing fact or definition related to the topic: Did you know that Adversarial Examples are specially crafted inputs that are used to deceive machine learning systems, causing them to misclassify or make wrong predictions? Introduction: In recent years, machine learning models have become ubiquitous,…