calee14 / spam

📧I'm going to try to make a spam detector

spam detector

todo:

• update server code to return boolean saying whether the email is spam or not.
• the request data type: params -> String[][] returns -> Double[][] - might skip this since it would be too much work. I can just update the model to take in more than 150 characters
• update the server code to receive the data in double arrays
• analyze and label data for ml
• touch up on ui - Looks good enough

notes:

• Must find a way to incoporate model into an app
  • make my own gmail site NOTE: Too complicated
  • make my email interface in terminal sort of similar to
  • make an app where you paste text from an email
  • browser extension NOTE: Bingo!
  • div#:mp.ii.gt - to access the gmail content

resources:

• https://stackoverflow.com/questions/41971587/how-to-convert-predicted-sequence-back-to-text-in-keras
• https://machinelearningmastery.com/sequence-classification-lstm-recurrent-neural-networks-python-keras/
• https://www.tensorflow.org/alpha/tutorials/sequences/text_classification_rnn
• Can try to make a terminal email viewer and implement my own spam detector
  • https://gist.github.com/robulouski/7442321
  • https://stackoverflow.com/questions/4908472/how-to-receive-mail-using-python
  • https://gist.github.com/robulouski/7441883
  • For sending emails
    • https://docs.python.org/3/library/email.examples.html
  • https://stackoverflow.com/questions/19164474/chrome-extension-get-selected-text - highlighting text
  • https://groups.google.com/a/chromium.org/forum/#!topic/chromium-extensions/vt2H2riRLVE
  • https://stackoverflow.com/questions/2626859/chrome-extension-how-to-capture-selected-text-and-send-to-a-web-service
• Can try making a Chrome extension
  • The user can highlight their email and the extentions will analyze the text and send it to a flask server. The flask server will run the model and the return the result in json. The json will hold a numerical value or a boolean represnting the content of the email. response type: 1=spam, 0=not spam.
  • Make an automatic check for the email and send the message to a flask server.
• need to find a way to upload long strings:
  • https://medium.freecodecamp.org/here-is-the-most-popular-ways-to-make-an-http-request-in-javascript-954ce8c95aaa
  • https://stackoverflow.com/questions/10434599/how-to-get-data-received-in-flask-request
  • https://stackoverflow.com/questions/29987323/how-do-i-send-data-from-js-to-python-with-flask
  • https://www.w3schools.com/jquery/jquery_ajax_get_post.asp

author

• Cap Lee