What are some famous cases of adversarial attacks on AI?
Some famous cases include the 2013 Google image classifier attack and the 2016 adversarial patches on YOLO.
Can you explain how the Google image classifier attack worked?
In the Google image classifier attack, adversarial images were crafted to mislead the model into misclassifying objects.
What impact did these attacks have on AI development?
These attacks highlighted vulnerabilities in AI systems, prompting researchers to focus on improving robustness and security.
Are there any defenses against adversarial attacks?
Yes, techniques like adversarial training and defensive distillation are being researched to enhance model resilience.
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