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Cyera Research

PostGREShell: The database powering much of the internet had an open door for 12 years Drive-By Agent Hijacking: One Website Visit, Persistent Model Poisoning Sandcastles, Not Sandboxes: How One Architectural Flaw Exposed Seven Products Breaking Local AI Runtimes: 10 vulnerabilities in the Engine Behind Your Open-Source Models The Hidden Attack Surface of Agentic AI: Securing AI Agent Integration Platforms The Helpful Agent Problem: When AI Good Intentions Become Security Incidents Agent-Inflicted Damage: Inside the Real-World Failures of Enterprise AI Systems Proto6: The Schema Was Not Supposed to Run Four New OpenClaw Vulnerabilities: When AI Agents Become the Attacker's Execution Layer The End of Volume-Based Severity: Rebuilding Risk Assessment with AI That File in Teams? Your Entire Organization Might Be Able to Access It The Long-Lived Risk of Malicious OAuth Applications: A Practical Threat Hunting Guide for M365 Escaping the Guest: How Custom LLM Workflows Uncovered Critical VMSVGA Vulnerabilities From Prompt to Exploit: Cyera Research Discloses Command & Prompt Injection Vulnerabilities in Gemini CLI The New Data Breach Playbook: How ShinyHunters Exploit Access The Data Taxonomy Illusion: Why Security Teams Are Solving the Wrong Problem Bleeding Llama: Critical Unauthenticated Memory Leak in Ollama SplitSSHell - When a Comma Becomes Root How a Single Character Broke OpenSSH Certificate Authentication Compromise Once, Breach Everywhere. ‍The Age of Mega-Supply Chain Attacks Top 10 Notable Data Security Risks in AWS Environments Top 10 Data Security Risks on Microsoft 365 Environments One Megabyte to Root: How a Size Check Broke Docker’s Last Line of Defense LangDrained: 3 Paths to Your Data Through LangChain, the World’s Most Popular AI Framework Ni8mare  -  Unauthenticated Remote Code Execution in n8n (CVE-2026-21858) 96% of Enterprise Permissions Go Unused. AI Agents Won't Leave Them That Way. When Language Becomes the Attack Vector: The Lethal Trifecta of AI Agents DESTRUCTURED - Critical Vulnerability in Unstructured.io (CVE-2025–64712) Assessing the Top Data Security Risks in AWS Environments Detection Is Fast. Understanding Is Not. Why File-Access Incidents Stall - and How Impact Clarity Changes the Outcome The OpenClaw Security Saga: How AI Adoption Outpaced Security Boundaries
Why DSPM Has Moved From Buzzword to Board‑Level Mandate -...
Cyera · 2026-02-02 · via Cyera Research

White star icon centered on a square pink button with rounded corners, set against a soft pink and green gradient background.

Three reasons this paper belongs on your desk

  1. Cuts through the hype – a vendor‑neutral blueprint that explains what Data Security Posture Management (DSPM) really is and where it fits among DLP, IAM, and CSPM.
  2. Built for architects – reference architectures, RACI charts, and 30‑60‑90‑day milestones you can plug straight into a project plan.
  3. Action‑oriented – practical advice on automating discovery, risk scoring, and remediation so DSPM produces measurable outcomes, not just another dashboard.

The data reality check

  • 82 % of breaches now involve cloud‑stored data, and 39 % span multiple environments - a recipe for blind spots where attackers thrive.
  • The average breach costs almost USD 4.9 million and takes months to contain, with costs rising sharply when data is scattered across clouds.
  • More than one‑third of incidents feature “shadow data” - backups or test copies that live outside sanctioned controls.

Traditional perimeter and infrastructure‑centric controls were not designed for this reality. Security teams need continuous, data‑centric visibility and the ability to act before misconfigurations or over‑privileged identities become headlines.

Enter DSPM

First highlighted by Gartner in its 2022 Hype Cycle for Data Security as an emerging technology, DSPM shifts the focal point from the network to the data itself, continuously answering four questions: What data do we have? Where is it? Who can touch it? Is it appropriately protected?  

About the guide

The Data Security Architect’s Guide to Adopting DSPM distils lessons from dozens of real‑world deployments into a concise, 30‑page playbook:

Chapter

What you’ll learn

1 – Know Your Data

Discovery patterns for structured, semi‑structured, and unstructured stores, plus lineage mapping tips.

2 – Operationalize Governance

RACI templates and advice for weaving DSPM into DevSecOps pipelines.

3 – Prioritize & Remediate

A risk‑scoring model that blends sensitivity, exposure, and business context to drive the right work.

4 – Automate & Integrate

Reference integrations for SIEM, ITSM, and CI/CD, including examples of auto‑labelling and just‑in‑time access revocation.

5 – Measure Success

KPIs that move beyond “tables scanned” to track mean‑time‑to‑mitigate and policy coverage.

Each section ends with an architect’s checklist and workshop prompts you can reuse with data owners, compliance leads, and engineering teams.

Who will benefit?

  • Security & data architects architecting or scaling DSPM programs.
  • CISOs, CIOs, CDOs who need board‑ready evidence and road‑map milestones
  • Cloud & platform engineers tasked with turning discovery into enforcement
  • Privacy & GRC leaders aligning controls to PCI, HIPAA, GDPR, and emerging AI regulations

Ready to turn data chaos into clarity?

The full guide is free to download. Whether you’re evaluating vendors or fine‑tuning an existing rollout, this resource delivers the context, artefacts, and best practices needed to make DSPM stick - without the marketing fluff.

👉 Download your copy of the Data Security Architect’s Guide to Adopting DSPM and start putting data at the center of your security strategy.