BackPrivacy protection
Privacy protection
Risk Domain
AI systems that memorize and leak sensitive personal data or infer private information about individuals without their consent. Unexpected or unauthorized sharing of data and information can compromise user expectation of privacy, assist identity theft, or cause loss of confidential intellectual property.
"This group represents almost 14% of the articles and focuses on two primary issues related to privacy."(p. 15)
Entity— Who or what caused the harm
Intent— Whether the harm was intentional or accidental
Timing— Whether the risk is pre- or post-deployment
Supporting Evidence (2)
1.
"Privacy threats to citizens (10.5%). This subset underscores the need for global regulations and governance mechanisms to ensure privacy in the context of AI technologies."(p. 15)
2.
"Privacy threats to customers (3.3%). This research line addresses AI's impact on marketing and customer relations."(p. 15)
Part of Human-AI interaction
Other risks from Giarmoleo et al. (2024) (9)
Design of AI
6.1 Power centralization and unfair distribution of benefitsHumanIntentionalPre-deployment
Design of AI > Algorithm and data
1.1 Unfair discrimination and misrepresentationHumanIntentionalPre-deployment
Design of AI > Balancing AI's risks
7.3 Lack of capability or robustnessOtherOtherOther
Design of AI > Threats to human institutions and life
4.2 Cyberattacks, weapon development or use, and mass harmOtherOtherOther
Design of AI > Uniformity in the AI field
6.1 Power centralization and unfair distribution of benefitsHumanOtherOther
Human-AI interaction
5.1 Overreliance and unsafe useOtherOtherOther