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ShieldPi Research

LLM SECURITY · JAILBREAK TECHNIQUES · PROMPT INJECTION DEFENSE · AI VULNERABILITY ANALYSIS

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FEATURED

Introducing ShieldPi Agent Watchtower — The SOC for AI Agents

We built the first real-time security monitor for LLM agents. It watches every prompt, tool call, and memory write your AI agents produce — live, across multiple steps and sessions — for attacks that inline guardrails physically can't see. Available now.

ShieldPi Team·April 13, 2026·8 min read

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Why LLM Security Testing Matters in 2026

AI models are deployed everywhere — but most organizations have never tested them for security vulnerabilities. Here's why automated LLM security testing is no longer optional.

ShieldPi Research·Mar 1, 2026·6 min read

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Top 10 LLM Vulnerabilities Developers Must Know

A practical walkthrough of the OWASP LLM Top 10 vulnerabilities — with real examples, risk ratings, and mitigation strategies for each.

ShieldPi Research·Feb 20, 2026·8 min read

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How Jailbreak Attacks Work Against AI Models

An educational deep-dive into the most common LLM jailbreak techniques: DAN, crescendo, role-play, authority impersonation, and more. Understand the attacks to defend against them.

ShieldPi Research·Feb 10, 2026·7 min read

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GPT-4o vs Claude: AI Security Comparison

We ran 27,000+ attack techniques against both GPT-4o and Claude Sonnet 4.6. Here's how they compare on jailbreaks, prompt injection, data exfiltration, and overall security.

ShieldPi Research·Feb 5, 2026·6 min read

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How to Secure Your LLM Application

Practical steps to secure your LLM deployment: input validation, output filtering, guardrails, monitoring, and automated testing. A hands-on guide for engineering teams.

ShieldPi Research·Jan 28, 2026·7 min read

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