Executive Summary
Wing Security lists five AI SaaS threats: shadow AI, leakage via training, AI data storage weaknesses and third-party data sharing.
What Happened
Wing Security lists five AI-related SaaS threats, including Shadow AI, data leakage through AI training models, AI data storage vulnerabilities, and third-party data sharing. It presents these as operational risks for organizations using AI inside SaaS environments.
Vulnerability / Attack Technique
AI risks in SaaS
Technical Mechanism
Overview.
AI Security Category
LLM02:2025 Sensitive Information Disclosure
Relevant Frameworks
RealGround Analysis
Check whether SaaS vendors train on your data.
Recommended Controls
- Review SaaS AI training settings
Related RealGround Service
AI Security Readiness Assessment · or start with the free AI Agent Security Scanner.
Sources
Wing Security: https://wing.security/saas-security/five-ai-security-threats-in-saas/
Summary and analysis written by RealGround from the source above; last updated 2026-10-18.