{"data":{"id":"3a58bfc1-9302-4060-8417-5cc71ea598fd","title":"DSPM buyer’s guide: Top 10 data security posture management tools","summary":"Data security posture management (DSPM, tools that help find sensitive data scattered across systems) helps security teams locate hidden data across cloud and on-premises environments to reduce data loss risk. Shadow data (data stored outside official IT oversight) can come from forgotten repositories, cloud containers, or unauthorized AI usage, making it difficult to track and protect. DSPM tools work alongside broader cloud security tools to discover both known and unknown data and manage exposure risks, with the market consolidating through major acquisitions by companies like Palo Alto Networks, IBM, and Varonis.","solution":"N/A -- no mitigation discussed in source.","labels":["security","policy"],"sourceUrl":"https://www.csoonline.com/article/2075321/top-12-data-security-posture-management-tools.html","publishedAt":"2026-05-27T07:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-05-27T07:00:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","integrity"],"aiComponentTargeted":"training_data","llmSpecific":false,"classifierConfidence":0.72,"researchCategory":null,"atlasIds":null}}