Data Privacy and Security risk entails?

• A. Risk Of Breaches Or Misuse Of Sensitive Data Processed By AI Systems, Leading To Legal And Reputational Harm
• B. Storage Capacity Limitations
• C. Performance Optimization
• D. Ethical Concerns Only

Answer: (A)

Data privacy and security risk centers on the possibility that sensitive data processed by AI systems could be breached or misused, and that such events can lead to legal penalties and damage to an organization’s reputation. This includes risks like unauthorized access, data leakage through insecure data pipelines or training data, and violations of privacy regulations. The consequences extend beyond technical harm to tangible legal and regulatory liabilities and loss of trust from users and partners. The other options miss this full picture: storage capacity limitations relate to infrastructure capacity, not privacy risk; performance optimization focuses on efficiency rather than security or privacy; ethical concerns alone address morality without capturing the concrete legal and reputational consequences.