~/talk

Beyond the surface: uncovering hidden threats in online ads

Talkat Ad-Filtering Dev Summit 2025 · 2025-10-23..10-24· [security, web-platform]
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Ad images hide executable payloads via steganography—tweaking the least significant bit of pixels to carry JavaScript that a paired encoder and listener will activate. Recent examples: a 2025 Colombian campaign impersonating judicial bodies, TA588 using an ad-laden phishing email against an Iranian oil company, and legacy malvertising in BNG banners; one sample bypasses detection on 63 engines missed. Practical defenses prototype in-browser AI scanners that flag stego patterns before rendering, though prompt‑injection risks against models remain.

AI-written summary · about

  1. 0:00Introduction
  2. 1:07Ads as security threats
  3. 4:21Steganography in online ads
  4. 7:15How steganography attacks work
  5. 9:05AI detection methods
  6. 10:34Q&A session
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