AI Security — ABXK

ABXK AI Text Detector

Sat, 13 Dec 2025 00:00:00 +0000

How the detector works

The detector scores a text from 0 to 100 using nine statistical signals. Each signal looks for a pattern that is common in AI-generated text and rarer in human writing:

ABXK AI Text Detector
Signal	What it measures	Why it points to AI
Character entropy	How predictable the letters are	Language models favor smooth, common wording
Word entropy	How predictable the vocabulary is	Low surprise across the whole text
Burstiness	How much sentence lengths vary	AI text often keeps a steady rhythm
Type-token ratio	Unique words vs. total words	Limited vocabulary diversity
Hapax ratio	Words that appear only once	Humans use more one-off words
AI-typical phrases	Phrases like “delve into” or “it is important to note”	Typical model filler
Sentence starters	How often sentences open the same way	Repetitive structure
Sentence complexity	Variance in clause length	Uniform complexity
N-gram repetition	Repeated three-word patterns	Recycled phrasing

It handles English and German text and detects the language on its own. The full explanation is in our post How Our AI Text Detector Works. It groups the nine signals into seven methods: character and word entropy count as one method, and so do type-token ratio and hapax ratio.

How To Protect Personal Data Using AI Tools

Thu, 01 Jan 2026 13:02:00 +0100

Using AI tools has become essential for modern workflows, but these powerful systems create new risks for personal data exposure. Every time you interact with ChatGPT, upload documents to an AI assistant, or use automated analysis tools, you could be sharing sensitive information that might be stored, processed, or even leaked. Understanding how to protect personal data while using AI requires both technical knowledge and careful practices.

At ABXK.AI, we share our experiences with AI usage and explain practical ways to stay safe. Our AI Security projects focus on helping you understand and detect AI-generated content. In this article, we explore how to protect your personal data when working with AI tools.

How To Spot A Deepfake Video Or Image

Thu, 01 Jan 2026 11:09:00 +0100

Deepfakes have changed from obvious fakes to nearly perfect synthetic media that can fool even trained observers. As generative adversarial networks and diffusion models keep improving, the race between creation and detection gets more intense. Understanding both manual inspection methods and automated detection systems has become essential for anyone working with visual media verification.

At ABXK.AI, we work on AI detection. Our AI Text Detector flags AI-generated text with statistical analysis and pattern recognition. The same principle — finding subtle patterns that separate human-made from machine-made content — applies to images and video; this article explains the technical foundations.

How Our AI Text Detector Works: A Simple Explanation

Sat, 13 Dec 2025 00:00:00 +0000

Have you ever wondered if a piece of text was written by a human or by AI? Our free AI Text Detector can help you find out. But how does it actually work? In this article, we’ll explain the science behind AI detection in simple terms.