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How to Do Prompt Injection Testing on an Agent in Under Ten Tests

A prompt injection test suite can only report on the payloads it contains. That sentence...

Shopify Sidekick Prompt Injection: You Hold Zero of the Six Controls

No public advisory describes a prompt injection vulnerability in Shopify Sidekick. No CVE, no disclosed...

Comet Prompt Injection: Every Recommended Control Shipped, and Here Is What Still Landed

Comet has the best-documented defense program in agent security, and the documentation is worth more...

Prompt Injection Techniques: The Three Tiers of Evasion

The prompt injection most likely to reach your production data is a plainly written sentence...

Design Patterns for Securing LLM Agents Against Prompt Injection: What Every Pattern Leaves Open

Count the concessions in the paper that introduced these patterns. It works through ten case...

Prompt Injection Telemetry for Autonomous Agents: The Attribution Ceiling Decides What You Detect

The OpenTelemetry GenAI conventions define an attribute for agent identity. They also tell instrumentation authors...

Prompt Injection Detection Models: The Three Numbers to Measure Before You Deploy One

Meta shipped two generations of the same prompt injection detector. Between them, the metric on...

Azure OpenAI Prompt Injection: What Prompt Shields Misses

Azure OpenAI’s prompt injection controls are scoped to a boundary, and most production agents sit...

AWS Bedrock Prompt Injection: The Two Vectors Your Guardrails Never See

Bedrock Guardrails do not inspect your agent’s tool calls. AWS says so, in its own...

How to Secure AI Agents Against Prompt Injection

You can harden an agent against prompt injection in an afternoon. Delimiters around retrieved content....

Indirect Prompt Injection Examples: The Patch Won’t Transfer

Every well-documented indirect prompt injection example is a vendor product with a CVE number and...

Direct vs Indirect Prompt Injection: The Real Difference

The difference between direct and indirect prompt injection is a statement about where the payload...

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