# Chapter 7: Compliance & Ethics

Aegis-Graph operates at the intersection of global privacy law and academic integrity. This chapter outlines our commitment to **Privacy-by-Design** and institutional compliance.

## 🛡️ Global Privacy Compliance

The Aegis-Graph protocol is engineered to exceed the requirements of global data protection regulations, including **GDPR (EU)**, **CCPA (USA)**, and **PIPL (China)**.

### Zero-Knowledge Evidence (ZKE)

The core of our compliance is the ZKE model. We do not store:

* Student Names or Birthdates.
* Government Identification Numbers.
* Full Academic Transcripts.

Instead, the system generates a **Boolean Proof (True/False)** based on a localized, ephemeral analysis of these documents.

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## 🏛️ Institutional Accreditation

Aegis-Graph supports the standards set by global accreditation bodies. Our **Sovereign Academic Graph (SAG)** is audited against:

* **CHEA (USA)** standards for institutional recognition.
* **ENIC-NARIC (EU)** frameworks for cross-border qualification recognition.
* **ROR (Global)** organizational identity standards.

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## ⚖️ Ethical Auditing

We recognize the potential impact of an audit verdict on an individual's career and reputation. To ensure fairness:

1. **Transparency**: Every audit comes with a human-readable "Reasoning Trail" explaining the verdict.
2. **Appeals Process**: Institutions can submit additional "Institutional Proofs" to update or correct node metadata in the SAG.
3. **Bias Mitigation**: Our MARS agents are trained on diverse global datasets to prevent regional or institutional bias.

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