Knowledge Graph — Coursera Notes › Academic disciplines › Computer Science / Information Technology › Cloud Computing › Security

Model security

concept · part of Security

Protecting saved models from tampering or unauthorized access, including encryption and integrity checks.

Inside Model security (2)

• Input validation — Validating feature/target splits to avoid unexpected formats that could poison training or break the pipeline.
• Integrity check — Verifying that a model file has not been altered, e.g., using a hash before loading.

Connections

• Builds on Data validation
• Builds on Input validation
• Uses Encryption
• Related to Encryption
• Related to Integrity check

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