AURA v0.1.0: Deterministic Trigger Extraction, Auditable Math & a Self-Healing Analytics Engine
If you follow AI safety, you know the uncomfortable truth: modern LLM guardrails are failing not because of complex zero-day exploits, but because o…
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Tool-Call Injection in LLM Agents: Why Your MCP Server Is the New Attack Surface
Tool-Call Injection in LLM Agents: Why Your MCP Server Is the New Attack Surface An LLM agent that can read email, browse the web and run shell comm…
Claude Code взломали просьбой пересказать сайт
Представь простую задачу: ты просишь агента пересказать содержимое сайта. Не установить пакет. Не запустить скачанный скрипт. Не открыть подозритель…
I Told You So: Why Big Tech Keeps Losing LLMs to Basic Social Engineering
By Ecaterina Sevciuc | Creator of AURA (AI User Risk Assessment) Two months ago, I launched AURA — an open-source framework designed to model psycho…
Когда нейросеть слушает не вас — про промпт-инъекцию без жаргона
Представьте переводчик. Вы дали ему задачу - переводить с английского на французский. А в конце письма от клиента мелким шрифтом написано забудь про…
L1.9: I built a prompt injection firewall for AI agents (28 detection rules)
Prompt injection is the #1 attack against AI agents. Nobody solves it well. I built L1.9 — a prompt injection defense layer that scans every tool de…
Pillar research says the AI coding agent sandbox leaks through trusted files
Pillar Security's latest research says AI coding agents can be pushed to act outside their sandbox through files and tools they were told to trust,…
The MCP Confused Deputy: Provenance Gaps, Instruction Injection, and DNS Rebinding in the Model Context Protocol
The Model Context Protocol is the connective tissue between LLMs and external systems — filesystems, databases, APIs, browsers, internal tooling. In…
How to Defend Against Prompt Injection in Production
How to Defend Against Prompt Injection in Production Prompt injection is the AI equivalent of SQL injection — and most AI applications in production…
Clinejection: When Your AI Coding Tool Became the Weapon
This article was originally published on LucidShark Blog . On February 17, 2026, a developer opened a GitHub issue on the Cline repository. The issu…