Top 9 AI Security Tools for Prompt Injection and Data Leakage in 2026

<p>The security controls organizations need when putting AI applications into production.</p> <p>Building a custom AI application is easier than ever.</p> <p>A team can connect an

<p>On March 14, 2024, our production AI customer support chatbot leaked 1,247 unique PII records (including SSNs, unmasked credit card numbers, and internal API keys) to 892 end

<h1> Static Analysis for LLM Prompt Security: A Methodology for Pre-Deploy Vulnerability Detection </h1> <p><em>How applying SAST principles to LLM prompt strings catches security

<p>Every prompt injection defense I’ve seen makes the same mistake. It asks the wrong question.<br /> The wrong question: “Does this prompt contain dangerous words?”<br /> The

<p>There's a class of prompt injection attack that bypasses almost every AI firewall on the market — and it's sitting in the blind spot of your agentic stack right now.</p>

<p>Most companies shipping AI have never once tried to break it.</p> <p>Not because they don't care about security. Because they assume the model handles it. The model was trained

<h2> The risk in one paragraph </h2> <p>Every time your team deploys software to AWS, a pipeline authenticates with credentials that can modify production infrastructure. In most

<h2> The state of AI code review in 2026 - an industry that grew up fast </h2> <p>Two years ago, AI code review was an experiment. A handful of early-stage startups were trying to