Releases: Gjusev/laya-phishield
Releases · Gjusev/laya-phishield
Release list
v0.1.1
v0.1.0
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.