BSFR-SH: Blockchain-Enabled Security Framework against Ransomware Attacks for Smart Healthcare

BSFR-SH: Blockchain-Enabled Security Framework against Ransomware Attacks for Smart Healthcare

₹5,500.00
Product Code: Blockchain - Java
Availability: In Stock
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Product Description

Aim:

            Our study aims to introduce a Blockchain-Enabled Security Framework against Ransomware Attacks using Machine Learning to ensure high protection and prevention.


Abstract:

          RANSOMWARE is a type of malware attack in which the attacker encrypts and locks the victim’s data and crucial files, and then demands money (ransom) in exchange for the data to be unlocked and decrypted. Cybercriminals utilise ransomware as a sort of malware (malicious software). If a ransomware attack happens on a device, it either limits access or encrypts the data (files) of the device. Cybercriminals demand ransom (some amount of money) from their victims in exchange for releasing the data (i.e., to provide the decryption key). A close eye and security software are recommended to protect against ransomware outbreak. Most of the organizations, such as financial institutes and healthcare sectors are targeted by ransomware attacks. Ransomware assaults are among the most frightening types of cyber-attacks, and they are not confined to a specific sector or the countries. Blockchain is a tamper-proof technology, which is more secure, robust and decentralized in nature. Features of blockchain can add more security for detection and mitigation of ransomware more effectively. The application of machine learning algorithms and techniques is to identify and recognize patterns, anomalies, or specific objects within data. In this paper, we propose a new blockchain-enabled security framework using machine learning to detect and defend the ransomware attacks.


Proposing System:

          In the proposed system, we focused on antecedence of ransomware attack as well as aftermath. We also provided a demo attack of Locker Ransomware and Crypto Ransomware to get real-time experience and to aware of it. We will also continuously monitor the system, if any suspicious files is detected it will be removed automatically. We will take backup of the user data to recover it later, in case of ransomware attack so that we don’t need to pay ransom to the attacker. In detection on ransomware we will mainly focuses on the portable executable files which plays a major role in gaining access of the system. We will do the detection of ransomware in Portable Executable files using Honeypot dataset and then the features/signatures are extracted followed by Feature Selection, Correlation and Classification using Machine Learning to detect that the executable file is Legitimate or Infected.


Advantages:

          The continuous monitoring of the system and automatic removal of files, in the event of suspicious activity followed by detection of ransomware and recovery of data make this proposal to stand out than the others.


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Package Includes

Software Projects Includes

  1. Demo  Video
  2. Abstract
  3. Base paper
  4. Full Project PPT
  5. UML Diagrams
  6. SRS
  7. Source Code
  8. Screen Shots
  9. Software Links
  10. Reference Papers
  11. Full Project Documentation
  12. Online support


The Delivery time for software projects is 2 -3 working days. Some of the software projects will require Hardware interface. Please go through the hardware Requirements in the abstract carefully. The Hardware will take 7-8 Working Days

 

Hardware Projects Includes

  1. Demo  Video
  2. Abstract
  3. Base paper
  4. Full Project PPT
  5. Datasheets
  6. Circuit Diagrams
  7. Source Code
  8. Screen Shots & Photos
  9. Software Links
  10. Reference Papers
  11. Lit survey
  12. Full Project Documentation
  13. Online support


The Delivery time for Hardware projects is 7-8 working days.

   

Mini Projects: Software Includes

  1. Demo  Video
  2. Abstract
  3. Base paper
  4. Full Project PPT
  5. UML Diagrams
  6. SRS
  7. Source Code
  8. Screen Shots
  9. Software Links
  10. Reference Papers
  11. Full Project Documentation
  12. Online support

 

The Delivery time for software Miniprojects is 2 -3 working days.

 

Mini Projects - Hardware includes

  1. Demo  Video
  2. Abstract
  3. PPT
  4. Datasheets
  5. Circuit Diagrams
  6. Source Code
  7. Screen Shots & Photos
  8. Software Links
  9. Reference Papers
  10. Full Project Documentation
  11. Online support

The Delivery time for Hardware Mini projects is 7-8 working days.