Author
Oktay Atalay
Creative designer · Founder of FakeRadar
LinkedIn profileOktay Atalay has made images for a living since 2015: key visuals, campaign material, video editing and 3D work, mostly in pharmaceutical communications and international event production.
That is an unusual background for someone running a forensics tool, and it is precisely why FakeRadar exists. Deciding whether an image can be used is a daily professional judgement in that line of work. When generative models got good enough that a synthetic photograph could pass for a commissioned shoot, that judgement stopped being reliable on its own, and the verification tools that existed were either enterprise contracts or research code run from a terminal.
The guides on this site come from the same place. The detection methods are published and well documented in academic work, but very little of that literature speaks to the person who simply needs to decide whether one particular photograph can be trusted. Every article here sets out what a signal actually means and, just as importantly, where it fails.
He is not a security researcher and does not present himself as one. FakeRadar's detection models come from Hive and Sightengine. The forensic techniques it applies, error level analysis, frequency-domain analysis, C2PA verification and EXIF inspection, are standard published methods rather than anything invented here.
Writes about
- AI-generated image detection
- Deepfake and face-swap forensics
- Error Level Analysis and frequency-domain analysis
- C2PA content provenance
- EXIF metadata and image authenticity
All articles (25)
- C2PA vs AI Detection: Why Content Credentials Are Not Enough Provenance & C2PA · · 9 min
- FakeRadar Is Now a Chrome Extension Guides & Comparisons · · 4 min
- How to Check a Suspicious WhatsApp or Forwarded Photo Guides & Comparisons · · 8 min
- Is This Photo AI-Generated? A Free Step-by-Step Check Guides & Comparisons · · 5 min
- How to Spot a Fake (AI) LinkedIn Profile Photo Face Swap · · 8 min
- How to Spot Fake Disaster and Earthquake Photos on Social Media Image Forensics · · 9 min
- Celebrity Deepfake Investment Scam Ads: How to Spot Them Deepfake Detection · · 9 min
- How to Tell If a Product Listing Photo Is AI-Generated Guides & Comparisons · · 8 min
- Shrimp Jesus and "AI Slop": What It Is and How to Spot It Image Forensics · · 8 min
- How to Detect an AI-Generated Video in 2026 (Sora, Kling, Runway) Deepfake Detection · · 9 min
- How to Spot Flux-Generated AI Images Image Forensics · · 7 min
- How to Tell If an Image Was Made by Grok (Aurora) Image Forensics · · 8 min
- How to Detect a Face Swap: 6 Signals to Look For Face Swap · · 4 min
- How to Tell If a Dating Profile Photo Is AI-Generated: 7 Signals Deepfake Detection · · 6 min
- The 7 Best AI Image Detectors in 2026, Honestly Compared Guides & Comparisons · · 8 min
- Deepfake Job Interviews: How to Detect AI-Generated Video Candidates Deepfake Detection · · 7 min
- Deepfake Romance Scams: How to Check if You're Talking to a Real Person Deepfake Detection · · 7 min
- EXIF Metadata and Image Forensics: What Hidden Data Reveals Image Forensics · · 6 min
- FFT Spectrum Analysis: How Frequency Patterns Reveal AI-Generated Images Image Forensics · · 6 min
- How to Detect Midjourney Images: Forensic Tells and Detection Tools Guides & Comparisons · · 8 min
- How to Read ELA Heatmaps: A Plain-English Guide Image Forensics · · 4 min
- Midjourney vs DALL-E: How to Tell AI Images Apart by Their Artifacts Guides & Comparisons · · 6 min
- Privacy-First AI Image Verification: Why Zero-Retention Matters Privacy & Security · · 7 min
- What is C2PA? Content Credentials Explained Provenance & C2PA · · 4 min
- Why AI Detection Is Signal-Based — Not a Verdict Guides & Comparisons · · 5 min