AI Security: Prompt Injection, Data Leakage & Supply Chain
New attack surfaces introduced by AI — and how to defend them at the infrastructure level (Day 19)
By Sandip Das · · 15 min read
💡
Hey — It's Sandip Das 👋
AI is rapidly becoming part of production infrastructure, introducing new attack surfaces like prompt injection, data leakage, and model supply chain risks that traditional security models don’t cover.
We must understand these threats to design secure AI pipelines, enforce guardrails, and protect sensitive data in real-world deployments.
AI is rapidly becoming part of production infrastructure, introducing new attack surfaces like prompt injection, data leakage, and model supply chain risks that traditional security models don’t cover.
We must understand these threats to design secure AI pipelines, enforce guardrails, and protect sensitive data in real-world deployments.
📚 Key Learnings
- Threat Landscape Overview
- Prompt Injection Attacks
- Indirect & Multi-Modal Injection
- Data Leakage & Privacy Exfiltration
- AI Supply Chain Attacks
- Infrastructure-Level Defenses
- Detection & Monitoring
- Secure AI Architecture
🧠 Learn here
Threat Landscape Overview
The deployment of Large Language Models in production systems has introduced a class of vulnerabilities that don't map cleanly onto traditional application security models. SQL injection taught us to dis
Read the full article on learnxops.com.
Topics: AI Security, Prompt Injection, AI, ML, LearnXops Premium, 30 Days of AI