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HomeHomework Helpinformation-technologyData Protection and AI

Data Protection and AI

The principles and regulations governing the development and deployment of AI systems, including data protection impact assessments, human supervision, and individual rights to information and intervention

intermediate
3 hours
Information Technology
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Overview

Data protection in AI systems is a critical area that ensures personal and sensitive information is handled responsibly. With the rise of AI technologies, the need for robust data protection measures has become paramount to maintain user trust and comply with legal standards. Understanding the ethic...

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Key Terms

Data Privacy
The right of individuals to control how their personal information is collected and used.

Example: Users can choose what data to share on social media.

Encryption
A method of converting information into a code to prevent unauthorized access.

Example: Bank transactions are encrypted to protect user data.

Bias
A tendency to favor one group over another, which can lead to unfair outcomes in AI.

Example: An AI system that favors one demographic in hiring processes.

GDPR
General Data Protection Regulation, a law in the EU that governs data protection and privacy.

Example: Companies must obtain consent before processing personal data under GDPR.

Anonymization
The process of removing personally identifiable information from data sets.

Example: Anonymized data can be used for research without revealing identities.

Access Control
A security technique that regulates who can view or use resources in a computing environment.

Example: Only authorized personnel can access sensitive data.

Related Topics

Cybersecurity
The practice of protecting systems, networks, and programs from digital attacks.
intermediate
Machine Learning Ethics
The study of ethical issues related to machine learning technologies.
advanced
Data Governance
The management of data availability, usability, integrity, and security.
intermediate

Key Concepts

Data PrivacyAI EthicsRegulatory ComplianceData Security