AAISM: Advanced in AI Security Management

Data validation prevents malformed, anomalous, corrupted, or unauthorized data from being accepted into a dataset. By checking data quality, integrity, and conformance to expected rules before ingestion or use, it directly reduces the opportunity for poisoned records to affect outcomes.