Security stats reveal a surge in data leaks, often due to human errors. To combat this, a privacy-preserving data-leak detection method is proposed. It allows secure delegation of detection operations without disclosing sensitive data, offering a privacy-focused add-on service for Internet providers, with effective results in real-world scenarios.

• Data Security
• Data-Leak Detection
• Privacy Protection