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#blue team

7 articles tagged blue team

ATT&CK Finally Has a Name for Prompt Injection. Now Write the Detection.

MITRE ATT&CK v20 adds five AI techniques to the Enterprise matrix: Direct and Indirect Prompt Injection under Execution, AI-Enabled Exfiltration, AI Result Poisoning, and Impair Autonomous Defenses. Why the placement matters more than the count, what the direct versus indirect split means for your trust boundaries, how MITRE's exfiltration analytic actually works, and the detection gaps you should know about before your next coverage report.

Aamir Lakhani12 min read

Open Weights Aren't Just Chinese Anymore: Mistral Large 4, Reflection AI's Beam, and the Dolphin Question

Mistral Large 4 and Reflection AI's Beam are the first Western open-weight frontier models in a long while, and neither has shipped a weight file yet. What the two announcements actually say, what the cyber benchmarks really measure, why a security team should care about weights it can hold, and the straight story on "Mistral Dolphin": what an uncensored fine-tune is, how it is made, how operators use it, and where the guardrail goes once the vendor's is gone.

Aamir Lakhani17 min read

How Attackers Attack AI

The serious attack surface is no longer the chatbot. It is the agent's toolbelt: retrieval, memory, skills, CI pipelines, credentials, and every renderer or proxy trusted to move data. A field analysis of EchoLeak, malicious agent skills, coding-agent compromise, state-scale campaigns, and data poisoning, separating confirmed incidents from research demonstrations, with the containment architecture that actually holds up.

Aamir Lakhani19 min read

Webshells, Start to Finish: Build One in a Lab, Use It, Then Catch Yourself

The webshell is the cockroach of offensive security: one line of code, arbitrary command execution, and still everywhere. A deep dive into what webshells are, how attackers plant and use them, how red and blue teams both put them to work, plus a hands-on Docker lab where you build a vulnerable app, drop a shell, use it, and then detect and defend against it three different ways.

Aamir Lakhani14 min read

The State of AI Automation: Zapier vs Make vs n8n, Through a Red Team Lens

AI automation quietly became critical infrastructure that security never signed off on. A deep look at where automation actually is in 2026, the real differences between Zapier, Make, and n8n, when to reach for each, and why every one of them is a beautiful new attack surface: standing credentials, unauthenticated webhooks, shadow automation, and prompt injection into agents that hold tools.

Aamir Lakhani15 min read