Adversarial Attacks & Defense Mechanisms in AI
Understanding Adversarial Attacks
Adversarial attacks manipulate input data to deceive AI models. Even small input changes can lead to incorrect predictions.
Common Attack Types
- Evasion attacks
- Data poisoning
- Model extraction
Implementing robust validation and anomaly detection strengthens AI security.
