Artificial Intelligence
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Adversarial Robustness
Quick Definition
AI model ability to resist adversarial perturbations
Full Definition
The ability of AI models to maintain correct predictions when facing adversarial perturbations or attacks.
Examples
adversarial training, certified defenses, robust optimization
Related Terms
adversarial-attack
ai-safety
More Artificial Intelligence Terms
Knowledge Graph
Structured graph of entities and their relationships
Pruning
Removing redundant neural network connections to reduce size
GAN
Two competing neural networks generating synthetic data
Adversarial Attack
Crafting inputs that fool AI models into wrong predictions
Prompt Injection
Attack manipulating AI behavior by overriding instructions
Style Transfer
Applying artistic style of one image to another using neural networks