Article archive

DOCX, PDF and Beyond: Where Prompt Injection Actually Lives Inside Uploaded Files

Files carry more than what appears on screen. In DOCX, PDF, spreadsheets, images and slide decks, invisible or low-visibility content can shape how an AI system interprets instructions, extracts data or decides what to do next. Understanding where prompt injection hides is the first step to reducing the risk.

BeforeUpload Redact: Private Screenshot Redaction Tool

BeforeUpload Redact turns screenshot cleanup into a quick pre-share step. Drop in an image, review suggested redactions, choose what to hide, and export a redacted PNG.

Prompt Injection Is Becoming a File, Email and AI Agent Security Problem

Prompt injection is no longer just a trick to confuse chatbots. Recent attacks against Microsoft Copilot, ChatGPT Connectors, Gemini, GitHub Copilot and enterprise AI agents show how hidden instructions inside files, emails and webpages can manipulate AI systems and expose sensitive data.

Hidden in Plain Sight: The File Leaks That Prove “What You See” Is Not What AI May Read

Famous leaks involving PDFs, Word documents, photos, printer tracking dots, and AI prompt injection all share the same lesson: what humans see is not always what machines can read. This article looks at real cases where hidden file layers exposed sensitive information and explains why AI uploads make the problem more urgent.

How Prompt Injection Hides Inside Everyday File Formats

A file can look harmless to a person and still contain text or metadata designed to steer an AI model. In practice, prompt injection is not limited to chat boxes. It can ride inside documents, PDFs, spreadsheets, slide decks, images with OCR-visible text, and embedded metadata. Understanding where those instructions live is the first step to safer file handling.

Why AI File Uploads Carry More Risk Than They Seem

Uploading a file to an AI assistant feels routine, but the file often contains a second layer of information beyond the visible text or image. Metadata, revision history, hidden rows, embedded comments and background details can all travel with the upload. Understanding that invisible layer is becoming a basic digital hygiene skill for teams and individuals alike.