MUO on MSN

Never open a PDF without checking these 3 things first

Execution, integrity, and provenance determine PDF safety.

Modern PDF platforms are becoming high-risk attack surfaces

Modern PDF platforms can now function as full attack gateways rather than passive document viewers.
SecurityWeek

Vulnerabilities in Popular PDF Platforms Allowed Account Takeover, Data Exfiltration

Vulnerabilities in PDF platforms from Foxit and Apryse could have been exploited for account takeover, data exfiltration, and other attacks.
IEEE

Training-free Content Injection using h-space in Diffusion Models

Abstract: Diffusion models (DMs) synthesize high-quality images in various domains. However, controlling their generative process is still hazy because the intermediate variables in the process are ...
IEEE

Chat With PDF Using LangChain Model

Abstract: LangChain stands at the intersection of advanced natural language processing and document analysis. LangChain enables users to seamlessly extract information, summarize text, perform ...
GitHub

A Helm plugin that uses Common Expression Language (CEL) to validate values. Instead of using JSON Schema in values.schema.json, you can write more expressive validation rules ...

--values-file, -v Values files to validate (comma-separated or multiple flags) Defaults to values.yaml --rules-file, -r Rules files to validate against (comma-separated or multiple flags) Defaults to ...