What are the different types of attacks in TextAttack?
An example of an AI chatbot conversation about TextAttack's various attack types.
What are the different types of attacks in TextAttack?
TextAttack offers several types of attacks, including word substitution, character-level attacks, and more. Would you like details on a specific type?
Yes, can you explain word substitution attacks?
Word substitution attacks replace words in a sentence with synonyms or similar words to mislead models. This can confuse AI systems.
How effective are these attacks?
The effectiveness varies based on the model and context, but many word substitution attacks can significantly reduce accuracy.
Are there any defenses against these attacks?
Yes, defenses include adversarial training and using robust models that can withstand such perturbations.
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