Prompt Injection, Model Inversion & the New Reality of AI Security

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AI is everywhere. Visibility isn’t. From stealth deployments and shadow models to next-gen attack vectors like prompt injection and model inversion, the AI threat landscape is expanding fast.


Here’s how to get ahead of it.

 

AI tools are infiltrating your codebase, often without approval. In this session, Mend.io’s EVP of Product, Nir Stern, will break down how “Shadow AI” bypasses your controls and opens new vulnerabilities.

  • Spot hidden AI usage (Shadow MCPs, unauthorized models)
  • Reduce governance blind spots
  • Implement tactical, proactive defenses

 

MCP servers are the “USB port for AI.” When unmanaged, they become silent liabilities that leak data and execute unauthorized workflows. 


Learn how to detect and secure them before attackers do.


 

AI is writing code. Mend scans it in real time. Our new integration with Cursor brings SCA and SAST directly into the AI code editor so you can catch risks as they’re generated.

 

Shift left. Reduce false positives. Secure code faster.


We compare 10 leading SAST solutions and break down what actually matters: integration, scan speed, developer UX, and more.

Your Kubernetes cluster is a target. Misconfigurations, unscanned images, and weak network policies are just the start. 


Learn 10 best practices to secure every stage of your DevOps pipeline.

AI Security Guide: Protecting models, data, and systems from emerging threaths

AI security isn’t about securing code, it’s about securing what the code learns, sees, and generates. 


This guide breaks down today’s biggest AI attack surfaces and how to defend them.

Shadow AI is everywhere, and dangerous. 


Learn how unauthorized tools bypass compliance and security, and what you can do to detect and govern them.

 

AppSec Unfiltered is where application security pros share bold insights from across the industry. Tough lessons and hot takes from builders and breakers. If you’re done playing defense and want to hear what others probably aren’t saying out loud, subscribe!

 

Mend.io Documentation: 

Explore our full documentation for implementation guides, FAQs, and technical insights.


Vulnerability Database:

Tap into the world’s largest open source vulnerability database.

 



    


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