v0.1.0

Gjusev released this 30 Sep 12:09

· 1 commit to main since this release

32541aa

First release.

Deterministic pre-pass: headers, reply-to, IP-literal/punycode links, brand homoglyphs, SPF/DKIM
Eight atomic laya signals, one forward pass, CPU inference
Logistic head over signals + flags with per-feature reasons
CLI (mbox/eml/jsonl), FastAPI scan endpoint, Streamlit demo
Eval: Nazario vs Enron, MinHash dedup, temporal split; composite AUC 0.9531 vs forced-choice 0.9444 on the test split (n=183)

Install: pip install laya-phishield (pulls laya and with it torch/transformers, about a gigabyte). The model checkpoint downloads on first use.

Assets 2