search

Yuning-J / VulnerabilityClassifier

Severity scoring and exploit categorisation for vulnerability reports using machine-learning tools.
GNU Affero General Public License v3.0
19 stars 7 forks source link

threat prediction model issues: CVE Crawler, glove50 and Model fit #2

Open Eeho-zezo opened 10 months ago

Eeho-zezo commented 10 months ago

Hi, I am experiencing few issues while running this project. Hope you can guide me.

  1. i am running CVE crawler and not getting desired output, may be design of the website is changed. i tried to fix the code but still it returns me same CVE number on each page.
  2. Glove50.txt file is required to be embedded but it is not present in src folder in threat prediction model
  3. when i am running everything with your provided data and it tries to fit the model (glove.6B.50d.txt i downloaded this file from internet) and on each epoch, my accuracy is not same as yours and loss is on higher side. can you tell me what to do. Waiting for your response, Thanks.
Richarrdd commented 9 months ago

Have you resolved this issue? This happens to me too. When I try to train the model, it overfits quite fast, not sure what is wrong.