Definition
A type of attack where malicious data is injected into an AI model's training data to manipulate its behavior. The AI Act requires high-risk systems to be resilient against such attacks as part of cybersecurity requirements (Article 15).
Data Poisoning
Definition & Explanation
Related Terms
Adversarial Testing
Systematically testing AI systems for vulnerabilities by exposing them to deliberately misleading or...
Cybersecurity (AI context)
The protection of AI systems against cyberattacks and unauthorized access. Article 15 of the EU AI A...
Training Data
The dataset used to train an AI model. The quality, representativeness, and lawful acquisition of tr...