🚹 BREAKING NEWS: Someone wasted their time rendering 1,418 #Unicode #confusables and discovered... wait for it... that most aren't confusing! 🎉 Apparently, visual similarity is rocket science, and 82 pairs being pixel-identical is the revelation of the century. Bravo! 👏
https://paultendo.github.io/posts/confusable-vision-visual-similarity/ #BreakingNews #VisualSimilarity #PixelIdentical #RocketScience #HackerNews #ngated
I rendered 1,418 Unicode confusable pairs across 230 fonts. Most aren't confusable to the eye.

confusable-vision renders every TR39 confusable pair across 230 macOS system fonts and measures visual similarity with SSIM. 96.5% of confusables.txt is not high-risk, but 82 pairs are pixel-identical in at least one font.

I rendered 1,418 Unicode confusable pairs across 230 fonts. Most aren't confusable to the eye.

confusable-vision renders every TR39 confusable pair across 230 macOS system fonts and measures visual similarity with SSIM. 96.5% of confusables.txt is not high-risk, but 82 pairs are pixel-identical in at least one font.

DeepSec 2024 Talk: Detecting Phishing using Visual Similarity – Josh Pyorre

Current phishing detection methods include analyzing URL reputation and patterns, hosting infrastructure, and file signatures. However, these approaches may not always detect phishing pages that mimic the look and feel of previously

https://blog.deepsec.net/deepsec-2024-talk-detecting-phishing-using-visual-similarity-josh-pyorre/

#Conference #AI #DeepSec2024 #LLM #PhishingDetection #Talk #VisualSimilarity

DeepSec 2024 Talk: Detecting Phishing using Visual Similarity - Josh Pyorre

This DeepSec presentation will show you novel ways of analysing and detecting phishing campaign information.

DeepSec In-Depth Security Conference