Privacy Flashcards
(14 cards)
Why are privacy regulations important?
- Prevent data misuse
- Protects right to privacy
- Establishing trust, which helps innovation
What does the GDPR do?
Establishes principles for respecting user privacy
Why is the GDPR important?
- Ensures data protection across the EU
- Strengthens user control over data
- Allows better trust of companies
What is the What is the EU artificial intelligence act?
Regulation for development and use of AI
Why is the EU artificial intelligence act importance?
- Addresses risks of unregulated AI
- ## Promotes trustworthy and ethical AI
What does the EU artificial intelligence act do??
Classifies AI systems by risk and applies stricter compliance accordingly
What are the unique challenges posed by AI to privacy?
- Lack of transparency in AI algorithms
- Requires mass amounts of data for training
- Concerns of applying AI to surveillance
What technologies can preserve privacy in AI models?
Encryption
Federated learning
Differential privacy
What is federated learning?
AI models are trained locally without transferring raw data to a central server
How does federated learning perverse privacy in AI?
Reduces the risk of data breaches and there is no centralised server containing sensitive data
What is differential privacy?
Adding noise to datasets to anonymise individual data
What is a solution to the privacy concerns with cameras and sensors capturing pedestrians and license plates?
Real time decision making without centralised storage of data
What is a solution to the privacy concerns with robots in public spaces?
Clear policies on data retention and anonymisation
