DIYAI.IO AI Studio & Reviews
Prefer DIY AI

Private AI, AI Privacy and Security Guides

Private AI gives you more control over where prompts, files and sensitive data are processed, stored and shared. This hub covers local and self-hosted LLMs, ChatGPT privacy, privacy-focused AI tools and the practical limits of keeping AI activity confidential.

You will also find technical guidance on AI agent security, prompt injection, data leakage, secure MCP deployment and compliance workflows. Each guide explains what information may leave your device, which controls genuinely reduce exposure and when local processing is worth the additional setup and hardware cost.

Latest Privacy Results

Data Anonymization Tools

By: Steven Jones On:
Data anonymization tools can remove names, replace identifiers, generalise values, create synthetic records or add statistical privacy controls before data…

Data Redaction Software

By: Steven Jones On:
Data redaction software can remove personal, financial and confidential information before a document reaches ChatGPT, an AI agent, a retrieval…

Sensitive Data Discovery Tools

By: Steven Jones On:
Sensitive data discovery tools now sit at the intersection of privacy, security, data governance, and AI access control. The useful…

Llm Security Tools

By: Steven Jones On:
LLM security tools now cover several very different jobs: screening prompts, preventing sensitive data from leaving, inspecting model responses, controlling…

Prompt Injection

By: Steven Jones On:
Prompt injection is a security weakness in AI applications in which untrusted content can change how a language model interprets…

AI Agent Security

By: Steven Jones On:
AI agent security is not simply chatbot security with a few extra controls. A chatbot can produce a poor answer.…

Private Llm

By: Steven Jones On:
Updated on: August 13, 2026
The best private LLM in 2026 depends less on the model name than on where the complete AI workload runs.…

Is ChatGPT Private

By: Steven Jones On:
ChatGPT is not private in the same way as an offline notebook or a document stored only on your computer.…

Local Llm

By: Steven Jones On:
A local LLM is a large language model that performs inference on hardware you control, such as a laptop, desktop…