FakeSec Blog
Practical guides on spotting AI-generated images, deepfakes and manipulated photos — including the parts where detection does not work. Written by the team that builds the detector.
How to Tell If an Image Is AI-Generated
A practical guide to spotting AI-generated images in 2026: what still works, what stopped working, and what to do when looking at the picture is not e…
Are AI Detectors Accurate?
How accurate are AI image detectors really? What the advertised numbers mean, when detection fails, and why false accusations are the risk nobody talk…
How to Spot a Deepfake
How to spot a deepfake in photos, video and live calls: what to look for, which old advice no longer works, and what to do if you are the target.…
How to Spot AI Art
How to tell if an illustration or painting was made by AI. The tells that still hold in 2026, the ones that died, and why proving human authorship mat…
What Is a Deepfake?
What a deepfake actually is, how face-swapping works, what it is used for today, and how it differs from AI-generated images. Plain explanation, no hy…
How AI Image Detection Works
How AI image detectors actually work: neural classifiers, frequency analysis, noise fingerprints, Error Level Analysis and metadata — and why one meth…
What Does “Photoshopped” Mean?
What photoshopped actually means, how to tell if an image was edited, and why almost every photo you see technically qualifies.…
Why AI Detectors Fail
The five situations where AI image detection breaks down, why false positives are the bigger danger, and how to make a decision when the tool cannot g…
How to Verify a Photo Online
A step-by-step checklist for verifying any photo: reverse search, metadata, forensic analysis and source tracing — in the order that saves the most ti…
Reverse Image Search: A Practical Guide
How reverse image search works, which engine wins for which job, and why it catches the one kind of fake that forensic analysis never will.…
AI Image Artifacts: What to Look For
Every visual artifact that still gives away AI-generated images in 2026 — ears, teeth, jewellery, backgrounds, light and reflections — plus the tells …
EXIF Data Explained
What EXIF metadata is, what it stores about you, why it disappears, and how to read or remove it. Includes the privacy risk most people do not know ab…
Deepfake Statistics: What the Numbers Actually Show
What deepfake data actually shows: who the targets are, how the fraud cases break down, and why the public narrative differs from the measured picture…
How to Tell If a Photo Is Real
A compact method for deciding whether a photo is genuine — what to check, in what order, and what a clean result does and does not mean.…
AI Detection in Education: Use It Carefully
How educators should — and should not — use AI image detection. Why a score is not evidence, what a fair process looks like, and the false-positive pr…
C2PA Content Credentials, Explained
What C2PA Content Credentials are, which AI generators use them, how SynthID differs, and why signed metadata is useful but not the solution people ho…
Fake Photos on Marketplaces
How to spot generated or edited product photos on eBay, Facebook Marketplace and Avito-style sites — and what to ask the seller before money changes h…
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