MIT AI Risk Repository · Risk Category · 14.02.00

Privacy

Open the MIT Risk Navigator All entries from Steimers2022

Description

"Privacy is related to the ability of individuals to control or influence what information related to them may be collected and stored and by whom that information may be disclosed."

From Sources of Risk of AI Systems (Steimers2022), as extracted by the MIT AI Risk Repository (CC BY 4.0).

Classification

Domain: 2. Privacy & Security
Subdomain: 2.0
Causal entity: AI
Intent: Other
Timing: Other

How other frameworks describe this risk

Confidentiality loss
A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms (Abercrombie2024)
Privacy
The Ethics of Advanced AI Assistants (Gabriel2024)
Cybersecurity
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems (Gipiškis2024)
Privacy
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems (Gipiškis2024)
Privacy
Introducing v0.5 of the AI Safety Benchmark from MLCommons (Vidgen2024)
Privacy and Property
SafetyBench: Evaluating the Safety of Large Language Models with Multiple Choice Questions (Zhang2023)

Other entries from Steimers2022

Fairness Risk Category · 1.1
Degree of Automation and Control Risk Category · 7.1
Complexity of the Intended Task and Usage Environment Risk Category · 7.3
Degree of Transparency and Explainability Risk Category · 7.4
Security Risk Category · 2.2
System Hardware Risk Category · 7.3
Technological Maturity Risk Category · 6.4