CloudSEK Editorial

Blogs & Articles

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How an Unauthenticated MCP Server Led to SSRF, LFI, and AWS Credential Theft

A real-world AIVigil finding from a customer environment. One unprotected AI integration endpoint with no login required. An attacker chained Server-Side Request Forgery, Local File Inclusion, and live AWS credential exfiltration into a potential full infrastructure takeover. This is how it happened, and how AIVigil found it first.

Whitepapers and Reports

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Knowledge Base

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What is Attack Path Analysis? How It Works

Attack path analysis maps the routes attackers could take to reach critical assets and prioritizes the exposures that matter. Learn how it works, tools, and use cases.

AI Model Security Threats: Types, Risks & Defenses

AI model security threats target the model and inference layer. Learn the main threat types, including model abuse, and how to defend AI models.

Fourth-Party Risk Management: A Complete Guide

Fourth-party risk management identifies and mitigates risk from your vendors' vendors. Learn what it is, how it differs from third-party risk, and how to manage it.

AI Exposure Discovery: What is it and why it matters

AI exposure discovery helps organizations identify exposed AI systems, cloud services, and unmanaged AI assets.