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AI Security Posture Management (AI-SPM)

AI Security Posture Management
Empower your AI journey with CloudDefense.AI’s AI Security Posture Management (AI-SPM). Get deep visibility into your pipelines, automate risk detection, and ensure compliance – all while accelerating innovation
The Best CSPM Solution for Comprehensive Cloud Security

Cloud Security Risk Assessment

Find out which misconfigurations are lurking in your cloud


See It All, Secure It All: Gain Complete Visibility and Control of Your AI Resources

AI threats hiding? Not anymore. See every AI asset, and secure every step with CloudDefense.AI’s unmatched pipeline visibility. Uncover risks, eliminate misconfigurations, and safeguard your models—all on one intuitive platform.

Holistic CSPM​​

Comprehensive AI Pipeline Visibility

Get complete transparency into your AI pipelines without the need for intrusive agents. Uncover every AI service, technology, and SDK operating within your infrastructure, and gain deep insights into their functionality and interactions.

Contextual Alert Graphs​

Prevent Configuration Bottlenecks

Spot and eliminate misconfigurations that could expose your AI resources to vulnerabilities. Enforce strict security standards with built-in rules that automatically identify and alert you to any misconfigured AI services.

AI-Based Remediation, CSPM

Spot and Eliminate Attack Vectors

Proactively protect your valuable training data from unauthorized access and potential breaches. Identify and eliminate potential attack paths, keeping your AI models safe and sound.

Consider Prevention First

Conventional, compartmentalized tools are unable to identify attack vectors that lead to crucial data as they emerge and totally ignore complex data concerns. With a comprehensive platform that drastically cuts down on the time it takes to find and fix data issues, CloudDefense.AI helps you stay ahead of data exposure.

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Strengthening AI Security Configurations

Robust Configuration Enforcement

CloudDefense.AI's AI-SPM empowers you to enforce robust security configurations across your AI pipelines. Identify and rectify misconfigurations promptly, from securing SageMaker endpoints to eliminating vulnerabilities in Vertex AI Workbench notebooks.

Seamless Integration Across AI Services

Achieve unified security by seamlessly integrating AI-SPM with various services like AWS SageMaker, GCP Vertex AI, Amazon Bedrock, and Azure Cognitive Research. Streamline security protocols across your AI ecosystem.

Real-time Visibility into AI Assets

CloudDefense.AI provides instant visibility across AI resources, technologies, libraries, and SDKs. Identify, categorize, and monitor AI assets without the need for intrusive agents.

Holistic DSPM Integration for AI

Proactive Identification of Sensitive AI Data

CloudDefense.AI extends Data Security Posture Management (DSPM) capabilities to AI, automatically identifying and safeguarding sensitive training data. This can prevent potential risks of data leakage.

Deep Attack Path Analysis

Uncover hidden attack paths targeting your models. Gain 360° visibility across cloud & workloads, exposing vulnerabilities, identities, network risks, malware, and data leaks. Prioritize remediation based on real attack paths, not just alerts.

Out-of-the-Box Controls for AI Security

Benefit from CloudDefense.AI's pre-configured DSPM AI controls. Easily identify and mitigate potential risks, allowing your organization to focus on innovation without compromising data integrity.


User-Friendly Dashboard

Intuitive UI

Our AI security dashboard is designed to be user-friendly and easy to navigate, even for those with no prior experience with security dashboards. Interactive visualizations provide a clear picture of your AI security posture, allowing for quick identification of trends and anomalies.

Prioritized Risk Queue

Gain immediate insights into your AI security posture with a clear overview of the top vulnerabilities. Our contextualized risk queue highlights the most critical issues, enabling developers to swiftly address them and minimize exposure.

Comprehensive AI Inventory

Spot potential threats within your AI ecosystem. The dashboard lists vulnerabilities across popular AI SDKs like Hugging Face and OpenAI, alongside AI training storage consumption. Having this complete picture helps with making better decisions to improve security.

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Spot unknowns sooner and continuously watch for signs of compromise. Take us on a test drive to see for yourself.