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
Red Teaming AI
Adversarial testing of AI models for vulnerabilities
Image Segmentation
Partitioning images into labeled segments per pixel
Superintelligence
Hypothetical AI surpassing all human cognitive abilities
Long Short-Term Memory
RNN variant designed to learn long-term dependencies
Grounding
Connecting AI outputs to verifiable real-world sources
Federated Learning
Distributed ML training without sharing raw data