1. Introduction & Overview Apache Airflow has become a staple in modern data orchestration and workflow automation. In the DevSecOps paradigm, where automation, traceability, and security are critical, Airflow offers…
1. Introduction & Overview What is Schema Evolution? Schema Evolution refers to the process of managing changes to the structure of data (schemas) in a way that maintains compatibility, data…
đ Introduction & Overview What is Data Masking? Data Masking is the process of hiding original sensitive data with modified content (characters or other data) that retains the functional format.…
1. Introduction & Overview What is Tokenization? Tokenization is the process of substituting sensitive data elements with a non-sensitive equivalentâcalled a tokenâthat has no exploitable value. Unlike encryption, tokenization doesnât…
đ Introduction & Overview What is Anonymization? Anonymization is the process of transforming personal or sensitive data in a way that prevents the identification of individuals, even indirectly. Unlike pseudonymization…
1. Introduction & Overview What is Normalization? Normalization in the context of DevSecOps refers to the process of transforming data, configurations, logs, or system inputs into a standardized and consistent…
1. Introduction & Overview What is Cleansing? In DevSecOps, cleansing refers to the practice of removing, sanitizing, or redacting sensitive data, metadata, or malicious inputs from systems, codebases, logs, and…
1. Introduction & Overview What is Aggregation? Aggregation in the context of DevSecOps refers to the systematic collection, unification, normalization, and correlation of data from diverse sources such as logs,…
1. Introduction & Overview What is Enrichment? In the context of DevSecOps, Enrichment refers to the process of augmenting raw security data (logs, alerts, metrics) with contextual information that makes…
1. Introduction & Overview What is Transformation? In the context of DevSecOps, Transformation refers to the strategic and operational shift in an organizationâs culture, processes, and tooling to integrate security…