How guarantee code security for Keras models at customer site











up vote
0
down vote

favorite












I didn't find some complete answer to this question .



The scenario is where we need to move following items to customer place :




  1. keras model architecture json file

  2. keras weights file

  3. keras code


For first two items the solution can be encryption on my side and decryption during the prediction .



If anybody can provide some example how to do it ?



Third item is actually how to create DLL and arrange some installation while complying with MIT permissive license .



If anybody can guide me to some reference to understand how to do it ?



Thanks a lot










share|improve this question


























    up vote
    0
    down vote

    favorite












    I didn't find some complete answer to this question .



    The scenario is where we need to move following items to customer place :




    1. keras model architecture json file

    2. keras weights file

    3. keras code


    For first two items the solution can be encryption on my side and decryption during the prediction .



    If anybody can provide some example how to do it ?



    Third item is actually how to create DLL and arrange some installation while complying with MIT permissive license .



    If anybody can guide me to some reference to understand how to do it ?



    Thanks a lot










    share|improve this question
























      up vote
      0
      down vote

      favorite









      up vote
      0
      down vote

      favorite











      I didn't find some complete answer to this question .



      The scenario is where we need to move following items to customer place :




      1. keras model architecture json file

      2. keras weights file

      3. keras code


      For first two items the solution can be encryption on my side and decryption during the prediction .



      If anybody can provide some example how to do it ?



      Third item is actually how to create DLL and arrange some installation while complying with MIT permissive license .



      If anybody can guide me to some reference to understand how to do it ?



      Thanks a lot










      share|improve this question













      I didn't find some complete answer to this question .



      The scenario is where we need to move following items to customer place :




      1. keras model architecture json file

      2. keras weights file

      3. keras code


      For first two items the solution can be encryption on my side and decryption during the prediction .



      If anybody can provide some example how to do it ?



      Third item is actually how to create DLL and arrange some installation while complying with MIT permissive license .



      If anybody can guide me to some reference to understand how to do it ?



      Thanks a lot







      deployment deep-learning






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked Nov 19 at 15:59









      NiMa

      474




      474





























          active

          oldest

          votes











          Your Answer






          StackExchange.ifUsing("editor", function () {
          StackExchange.using("externalEditor", function () {
          StackExchange.using("snippets", function () {
          StackExchange.snippets.init();
          });
          });
          }, "code-snippets");

          StackExchange.ready(function() {
          var channelOptions = {
          tags: "".split(" "),
          id: "1"
          };
          initTagRenderer("".split(" "), "".split(" "), channelOptions);

          StackExchange.using("externalEditor", function() {
          // Have to fire editor after snippets, if snippets enabled
          if (StackExchange.settings.snippets.snippetsEnabled) {
          StackExchange.using("snippets", function() {
          createEditor();
          });
          }
          else {
          createEditor();
          }
          });

          function createEditor() {
          StackExchange.prepareEditor({
          heartbeatType: 'answer',
          convertImagesToLinks: true,
          noModals: true,
          showLowRepImageUploadWarning: true,
          reputationToPostImages: 10,
          bindNavPrevention: true,
          postfix: "",
          imageUploader: {
          brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
          contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
          allowUrls: true
          },
          onDemand: true,
          discardSelector: ".discard-answer"
          ,immediatelyShowMarkdownHelp:true
          });


          }
          });














           

          draft saved


          draft discarded


















          StackExchange.ready(
          function () {
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53378407%2fhow-guarantee-code-security-for-keras-models-at-customer-site%23new-answer', 'question_page');
          }
          );

          Post as a guest















          Required, but never shown






























          active

          oldest

          votes













          active

          oldest

          votes









          active

          oldest

          votes






          active

          oldest

          votes
















           

          draft saved


          draft discarded



















































           


          draft saved


          draft discarded














          StackExchange.ready(
          function () {
          StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53378407%2fhow-guarantee-code-security-for-keras-models-at-customer-site%23new-answer', 'question_page');
          }
          );

          Post as a guest















          Required, but never shown





















































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown

































          Required, but never shown














          Required, but never shown












          Required, but never shown







          Required, but never shown







          Popular posts from this blog

          To store a contact into the json file from server.js file using a class in NodeJS

          Redirect URL with Chrome Remote Debugging Android Devices

          Dieringhausen