Jinhui Zuo

Addressing Memorization and Aggregation Risks in AI: A Knowledge Graph Approach to Privacy

2026 · Applied Sciences

Recent studies have shown that AI models can memorize specific data records, resulting in sensitive data exposure through model access. Current privacy-enhancing technologies often overlook the crucial, context-dependent nature of privacy risk as they largely …