Main Reference PaperA multimodal fusion based framework to reinforce IDS for securing Big Data environment using Spark, Journal of Information Security and Applications, 2018 [Python/Spark]
  • A decision based fusion is applied on the input data. In Big Data scenario, an efficient and highly accurate classification process which could perform faster computations and facilitates precise results with low false alarm rate and higher values for detection rate. So instead of combining all the classifiers, this work combines SVM, GBT, DT, LR, and RF to classify the packets into attack and not-attack.

Description
  • A decision based fusion is applied on the input data. In Big Data scenario, an efficient and highly accurate classification process which could perform faster computations and facilitates precise results with low false alarm rate and higher values for detection rate. So instead of combining all the classifiers, this work combines SVM, GBT, DT, LR, and RF to classify the packets into attack and not-attack.

  • To differentiate the packet as an attack and legitimate.

  • To improve the detection accuracy.

Aim & Objectives
  • To differentiate the packet as an attack and legitimate.

  • To improve the detection accuracy.

  • An efficient feature selection technique is contributed.

Contribution
  • An efficient feature selection technique is contributed.

  • M.E / M.Tech / MS / Ph.D.- Customized according to the client requirements.

Project Recommended For
  • M.E / M.Tech / MS / Ph.D.- Customized according to the client requirements.

  • No Readymade Projects-project delivery Depending on the complexity of the project and requirements.

Order To Delivery
  • No Readymade Projects-project delivery Depending on the complexity of the project and requirements.

Professional Ethics: We S-Logix would appreciate the students those who willingly contribute with atleast a line of thinking of their own while preparing the project with us. It is advised that the project given by us be considered only as a model project and be applied with confidence to contribute your own ideas through our expert guidance and enrich your knowledge.

Leave Comment

Your email address will not be published. Required fields are marked *

clear formSubmit