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Synapse
February 17, 20260 citationsOpen Access

Evaluating the Effectiveness of CSPM Tools in Detecting Cloud Misconfigurations

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SMSamuel Moss

Key Points

  • The central aim is to evaluate the effectiveness of CSPM tools in preventing cloud misconfigurations.
  • Assessment of various CSPM tools, including AWS and Azure first-party options, and the third-party tool Prowler.
  • Comparison of an AI-generated DIY misconfiguration scanner against traditional CSPM tools.
  • Analysis conducted within Azure and AWS cloud environments.
  • Identified significant variations in effectiveness among different CSPM tools.
  • AI-generated scanner exhibited comparable performance to first-party CSPMs under certain conditions.
  • Highlighted persistent issues with misconfigurations in both cloud environments.

Abstract

Despite heavy adoption of the cloud, misconfigurations are often overlooked and remain a significant issue in cloud security. WithCloud Security Posture Management (CSPM) tools available to counter cloud misconfigurations, their effectiveness, like their existence, isoften unknown, misunderstood, or underutilised. This paper helps understand free tools, including both AWS and Azure first-party CSPMs anda third-party CSPM (Prowler), and assesses the effectiveness of an AI-generated DIY misconfiguration scanner in comparison to the Azureand AWS cloud environments.

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Cite This Study

Samuel Moss (2026) studied this question.

synapsesocial.com/papers/699405774e9c9e835dfd667bhttps://doi.org/10.5281/zenodo.18651096
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1CLOUD SECURITY POSTURE MANAGEMENT AUTOMATING RISK IDENTIFICATION AND RESPONSE IN CLOUD INFRASTRUCTURES2024 · 13 citations
  2. 2A Comparative Study of Native vs. Third-Party CSPM Tools: Analysis of AWS Security Hub and Wiz for Misconfiguration Detection and Compliance Monitoring2025
  3. 3Cloud Security: Upgradation in CSPM Configuration Setting2024 · 2 citations
  4. 4Reducing False Positives with Active Behavioral Analysis for Cloud Security2025
  5. 5Detecting Security System Misconfiguration Threats in Cloud Computing Environments Using AI2024 · 1 citations