**Target:** Proposal for a regulation — Article 15 — paragraph 4 — subparagraph 3

## Text proposed by the Commission

The technical solutions to address AI specific vulnerabilities shall include, where appropriate, measures to prevent and control for attacks trying to manipulate the training dataset (‘data poisoning’), inputs designed to cause the model to make a mistake (‘adversarial examples’), or model flaws.

## Amendment of the European Parliament

The technical solutions to address AI specific vulnerabilities shall include, where appropriate, measures to prevent , detect, respond to, resolve and control for attacks trying to manipulate the training dataset (‘data poisoning’), or pre-trained components used in training (‘model poisoning’) , inputs designed to cause the model to make a mistake (‘adversarial examples’ or ‘model evasion’ ), confidentiality attacks or model flaws , which could lead to harmful decision-making .