MIT AI Risk Repository · Risk Category · 28.07.00

Privacy and Property

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Description

"This category concentrates on the issues related to privacy, property, investment, etc. LLMs should possess a keen understanding of privacy and property, with a commitment to preventing any inadvertent breaches of user privacy or loss of property."

From SafetyBench: Evaluating the Safety of Large Language Models with Multiple Choice Questions (Zhang2023), as extracted by the MIT AI Risk Repository (CC BY 4.0).

Classification

Domain: 2. Privacy & Security
Subdomain: 2.0
Causal entity: AI
Intent: Unintentional
Timing: Post-deployment

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)
Privacy
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems (Gipiškis2024)
Cybersecurity
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems (Gipiškis2024)
Privacy
Sources of Risk of AI Systems (Steimers2022)
Privacy
Introducing v0.5 of the AI Safety Benchmark from MLCommons (Vidgen2024)

Other entries from Zhang2023

Offensiveness Risk Category · 1.2
Unfairness and Bias Risk Category · 1.0
Physical Health Risk Category · 3.1
Mental Health Risk Category · 3.1
Illegal Activities Risk Category · 4.3
Ethics and Morality Risk Category · 7.3