Author

Oktay Atalay

Creative designer · Founder of FakeRadar

LinkedIn profile

Oktay 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)

  1. C2PA vs AI Detection: Why Content Credentials Are Not Enough
  2. FakeRadar Is Now a Chrome Extension
  3. How to Check a Suspicious WhatsApp or Forwarded Photo
  4. Is This Photo AI-Generated? A Free Step-by-Step Check
  5. How to Spot a Fake (AI) LinkedIn Profile Photo
  6. How to Spot Fake Disaster and Earthquake Photos on Social Media
  7. Celebrity Deepfake Investment Scam Ads: How to Spot Them
  8. How to Tell If a Product Listing Photo Is AI-Generated
  9. Shrimp Jesus and "AI Slop": What It Is and How to Spot It
  10. How to Detect an AI-Generated Video in 2026 (Sora, Kling, Runway)
  11. How to Spot Flux-Generated AI Images
  12. How to Tell If an Image Was Made by Grok (Aurora)
  13. How to Detect a Face Swap: 6 Signals to Look For
  14. How to Tell If a Dating Profile Photo Is AI-Generated: 7 Signals
  15. The 7 Best AI Image Detectors in 2026, Honestly Compared
  16. Deepfake Job Interviews: How to Detect AI-Generated Video Candidates
  17. Deepfake Romance Scams: How to Check if You're Talking to a Real Person
  18. EXIF Metadata and Image Forensics: What Hidden Data Reveals
  19. FFT Spectrum Analysis: How Frequency Patterns Reveal AI-Generated Images
  20. How to Detect Midjourney Images: Forensic Tells and Detection Tools
  21. How to Read ELA Heatmaps: A Plain-English Guide
  22. Midjourney vs DALL-E: How to Tell AI Images Apart by Their Artifacts
  23. Privacy-First AI Image Verification: Why Zero-Retention Matters
  24. What is C2PA? Content Credentials Explained
  25. Why AI Detection Is Signal-Based — Not a Verdict