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    Cybersecurity Analysis based on Machine Learning

    by Haojunzhi Yu 03/01/2018 03:33 AM GMT

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      We will focus on following improvements:

      1. Data collection

                Transfer data from PDF to text files.

      1. Text extraction

                Extract text contents from the documents.

      1. Sentence tokenizing

                Remove stop words, group sentences with similar meanings, and mark groups with certain labels.

      1. Classification of category and subcategories

                Classify each group based on meaning of sentences.

            5.  Interface for easily indicating the location of files

      Implementation Method:

                 Tools/Platforms: Anaconda(Jupyter), SPSS Modeler

                 Python Packages: NLTK, pdfminer3k, Scikit Learn, etc

      Main challenges:

                 Building proper dictionary

                 Classifying the policies

                 Making user-friendliness interface


      1. Before February 28th: Idea
      2. Before March 10th: Data collection & Methodology & Tools choosing
      3. Before April 25th: Realization & Results
      4. Before May 3th: Improvements
      5. Final results & presentation

      Expected Outcomes:

      Building a user-friendliness dictionary






      Co-authors to your solution

      Zijing Yu, Qinruo Wu, Zihao Wang

      Link to your concept design and documentation (Required by the final day of the Submission & Collaboration phase)

      Link to an online working solution or prototype (Required by the final day of the Submission & Collaboration phase):

      Link to a video or screencast of your solution or prototype (Required by the final day of the Submission & Collaboration phase):

      Link to source code of your solution or prototype above. (If you submitted a link to an online solution or prototype, or to a video of your solution of prototype, you must provide a link to the source code. This item is required by the final day of the submission phase):

      Cybersecurity,Classification,Tokenization,Interface,Text Analytics,Data Extraction


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        Task Assigned to Due Date Status
        Approval 06/16/2018 Completed
        on 05/04/2018
        Judge review 05/16/2018 Incomplete
        Judge review 05/16/2018 Incomplete
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