LLM Copyright/Plagiarism filters trivially bypassed with 0% detection [pdf]

1 ycombiredd 2 8/14/2025, 5:25:51 PM paperclipmaximizer.ai ↗

Comments (2)

ycombiredd · 3h ago
I evaluated the Copyleaks copyright/plagiarism detection platform’s ability to detect phonetically and semantically equivalent text that differs orthographically from the original source using tools I made and link to in the paper.

Copyleaks’ own marketing materials cite accuracy rates above 99 % on “paraphrased and disguised” text. In contrast, our trials yielded detection rates as low as 0 %, with multiple transformed works passing undetected despite maintaining near-verbatim semantic and phonetic equivalence to the originals.

ycombiredd · 3h ago
Here's a Medium version if you don't like clicking PDFs.

https://medium.com/@scott.vr/part-of-your-world-e6a0d78d46b9