Data Integrity (CloudMonk.io)

Data integrity



Return to Integrity, System Integrity, Confidentiality, Integrity, and Availability (CIA), Architectural Characteristics - The "-ilities", Software Architecture, Security

Data integrity refers to the data accuracy, data consistency, and data reliability of data stored in a system throughout its lifecycle. It ensures that data remains unchanged and retains its intended meaning and validity over time. Data integrity is maintained through various mechanisms, including data validation, error checking, and encryption, to prevent unauthorized access, corruption, or loss of data. This property is essential for ensuring that data is reliable and trustworthy for decision-making, analysis, and business processes. Data integrity constraints, such as primary keys, foreign keys, and check constraints, enforce rules to maintain the consistency and correctness of data stored in databases. Additionally, cryptographic techniques, such as hashing and digital signatures, can be used to verify the integrity of data during transmission and storage. By preserving data integrity, organizations can trust the accuracy and reliability of their data, enabling them to make informed decisions and achieve their business objectives effectively. [https://en.wikipedia.org/wiki/Data_integrity]

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Cybersecurity: DevSecOps - Security Automation, Cloud Security - Cloud Native Security (AWS Security - Azure Security - GCP Security - IBM Cloud Security - Oracle Cloud Security, Container Security, Docker Security, Podman Security, Kubernetes Security, Google Anthos Security, Red Hat OpenShift Security); CIA Triad (Confidentiality - Integrity - Availability, Authorization - OAuth, Identity and Access Management (IAM), JVM Security (Java Security, Spring Security, Micronaut Security, Quarkus Security, Helidon Security, MicroProfile Security, Dropwizard Security, Vert.x Security, Play Framework Security, Akka Security, Ratpack Security, Netty Security, Spark Framework Security, Kotlin Security - Ktor Security, Scala Security, Clojure Security, Groovy Security;



, JavaScript Security, HTML Security, HTTP Security - HTTPS Security - SSL Security - TLS Security, CSS Security - Bootstrap Security - Tailwind Security, Web Storage API Security (localStorage Security, sessionStorage Security), Cookie Security, IndexedDB Security, TypeScript Security, Node.js Security, NPM Security, Deno Security, Express.js Security, React Security, Angular Security, Vue.js Security, Next.js Security, Remix.js Security, PWA Security, SPA Security, Svelts.js Security, Ionic Security, Web Components Security, Nuxt.js Security, Z Security, htmx Security



Python Security - Django Security - Flask Security - Pandas Security,



Database Security (Database Security on Kubernetes, Database Security on Containers / Database Security on Docker, Cloud Database Security - DBaaS Security, Concurrent Programming and Database Security, Functional Concurrent Programming and Database Security, Async Programming and Databases Security, MySQL Security, Oracle Database Security, Microsoft SQL Server Security, MongoDB Security, PostgreSQL Security, SQLite Security, Amazon RDS Security, IBM Db2 Security, MariaDB Security, Redis Security (Valkey Security), Cassandra Security, Amazon Aurora Security, Microsoft Azure SQL Database Security, Neo4j Security, Google Cloud SQL Security, Firebase Realtime Database Security, Apache HBase Security, Amazon DynamoDB Security, Couchbase Server Security, Elasticsearch Security, Teradata Database Security, Memcached Security, Infinispan Security, Amazon Redshift Security, SQLite Security, CouchDB Security, Apache Kafka Security, IBM Informix Security, SAP HANA Security, RethinkDB Security, InfluxDB Security, MarkLogic Security, ArangoDB Security, RavenDB Security, VoltDB Security, Apache Derby Security, Cosmos DB Security, Hive Security, Apache Flink Security, Google Bigtable Security, Hadoop Security, HP Vertica Security, Alibaba Cloud Table Store Security, InterSystems Caché Security, Greenplum Security, Apache Ignite Security, FoundationDB Security, Amazon Neptune Security, FaunaDB Security, QuestDB Security, Presto Security, TiDB Security, NuoDB Security, ScyllaDB Security, Percona Server for MySQL Security, Apache Phoenix Security, EventStoreDB Security, SingleStore Security, Aerospike Security, MonetDB Security, Google Cloud Spanner Security, SQream Security, GridDB Security, MaxDB Security, RocksDB Security, TiKV Security, Oracle NoSQL Database Security, Google Firestore Security, Druid Security, SAP IQ Security, Yellowbrick Data Security, InterSystems IRIS Security, InterBase Security, Kudu Security, eXtremeDB Security, OmniSci Security, Altibase Security, Google Cloud Bigtable Security, Amazon QLDB Security, Hypertable Security, ApsaraDB for Redis Security, Pivotal Greenplum Security, MapR Database Security, Informatica Security, Microsoft Access Security, Tarantool Security, Blazegraph Security, NeoDatis Security, FileMaker Security, ArangoDB Security, RavenDB Security, AllegroGraph Security, Alibaba Cloud ApsaraDB for PolarDB Security, DuckDB Security, Starcounter Security, EventStore Security, ObjectDB Security, Alibaba Cloud AnalyticDB for PostgreSQL Security, Akumuli Security, Google Cloud Datastore Security, Skytable Security, NCache Security, FaunaDB Security, OpenEdge Security, Amazon DocumentDB Security, HyperGraphDB Security, Citus Data Security, Objectivity/DB). Database drivers (JDBC Security, ODBC), ORM (Hibernate Security, Microsoft Entity Framework), SQL Operators and Functions Security, Database IDEs (JetBrains DataSpell Security, SQL Server Management Studio Security, MySQL Workbench Security, Oracle SQL Developer Security, SQLiteStudio),





Programming Language Security ((1. Python Security, 2. JavaScript Security, 3. Java Security, 4. C Sharp Security | C# Security, 5. CPP Security | C++ Security, 6. PHP Security, 7. TypeScript Security, 8. Ruby Security, 9. C Security, 10. Swift Security, 11. R Security, 12. Objective-C Security, 13. Scala Security, 14. Golang Security, 15. Kotlin Security, 16. Rust Security, 17. Dart Security, 18. Lua Security, 19. Perl Security, 20. Haskell Security, 21. Julia Security, 22. Clojure Security, 23. Elixir Security, 24. F Sharp Security | F# Security, 25. Assembly Language Security, 26. Shell Script Security / bash Security, 27. SQL Security, 28. Groovy Security, 29. PowerShell Security, 30. MATLAB Security, 31. VBA Security, 32. Racket Security, 33. Scheme Security, 34. Prolog Security, 35. Erlang Security, 36. Ada Security, 37. Fortran Security, 38. COBOL Security, 39. Lua Security, 40. VB.NET Security, 41. Lisp Security, 42. SAS Security, 43. D Security, 44. LabVIEW Security, 45. PL/SQL Security, 46. Delphi/Object Pascal Security, 47. ColdFusion Security, 49. CLIST Security, 50. REXX);





OS Security, Mobile Security: Android Security - Kotlin Security - Java Security, iOS Security - Swift Security; Windows Security - Windows Server Security, Linux Security (Ubuntu Security, Debian Security, RHEL Security, Fedora Security), UNIX Security (FreeBSD Security), IBM z Mainframe Security (RACF Security), Passwords (Windows Passwords, Linux Passwords, FreeBSD Passwords, Android Passwords, iOS Passwords, macOS Passwords, IBM z/OS Passwords), Password alternatives (Passwordless, Personal Access Token (PAT), GitHub Personal Access Token (PAT), Passkeys), Hacking (Ethical Hacking, White Hat, Black Hat, Grey Hat), Pentesting (Red Team - Blue Team - Purple Team), Cybersecurity Certifications (CEH, GIAC, CISM, CompTIA Security Plus, CISSP), Mitre Framework, Common Vulnerabilities and Exposures (CVE), Cybersecurity Bibliography, Cybersecurity Courses, Firewalls, CI/CD Security (GitHub Actions Security, Azure DevOps Security, Jenkins Security, Circle CI Security), Functional Programming and Cybersecurity, Cybersecurity and Concurrency, Cybersecurity and Data Science - Cybersecurity and Databases, Cybersecurity and Machine Learning, Cybersecurity Glossary (RFC 4949 Internet Security Glossary), Awesome Cybersecurity, Cybersecurity GitHub, Cybersecurity Topics (navbar_security - see also navbar_aws_security, navbar_azure_security, navbar_gcp_security, navbar_k8s_security, navbar_docker_security, navbar_podman_security, navbar_mainframe_security, navbar_ibm_cloud_security, navbar_oracle_cloud_security, navbar_database_security, navbar_windows_security, navbar_linux_security, navbar_macos_security, navbar_android_security, navbar_ios_security, navbar_os_security, navbar_firewalls, navbar_encryption, navbar_passwords, navbar_iam, navbar_pentesting, navbar_privacy, navbar_rfc)



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