This page provides the attacks and factors that have a negative impact “Leakage of personal information” in the information systems aspect in the AI Security Map, the defense methods and countermeasures against them, as well as the relevant AI technologies, tasks, and data. It also indicates related elements in the external influence aspect.
Attack or cause
- Membership inference
- Integrity violation
Defensive method or countermeasure
- Differential privacy
- Federated learning
- Personal information masking
- AI access control
- Anonymization technology
- LLM guardrails
Targeted AI technology
- DNN
- CNN
- GNN
- GAN
- Diffusion model
- LLM
Task
- Classification
- Generation
Data
- Image
- Graph
- Text
- Audio