Hardware Oriented Vulnerabilities Database

Project Title

Hardware Oriented Vulnerabilities Database

Project Area of Specialization Artificial IntelligenceProject Summary

Hardware Security is necessary for integration of existing open vulnerabilities database. The paper is dedicated to investigation of vulnerabilities and its calculations. The main distinct of the designed integrated vulnerabilities database is to save the hardware from vulnerability. Hardware Security is necessary for the integration of existing open vulnerabilities database. Hardware Security provides barriers and other cyber tools that protect programs, files, and information that goes into the computer. Hardware security protects the machine and peripheral hardware from theft and intrusion of electronics and damage. Data mining is defined as the process used to extract the data used in a large set of any raw data. It means analyzing data patterns in large blocks of data using one or more software. Web scrolling, web harvesting, or web data extraction is a data scanning used to extract data from websites. A database management system (DBMS) is a software package designed to define, deceive, retrieve and manage information in a database. DBMS generally controls the data itself, data format, field names, record structure, and file structure. A database is required to manage risk information or hardware exposure effectively and to map complex data to efficient data. Data mining has emerged from the need to extract risk or victim information and useful information from big data sources and has become an effective way to analyze and make decisions for companies. The sharing of data mining data can bring many benefits to research and business collaboration. Information can be categorized and organized to suit the needs of a company or organization. In the event of purchasing new hardware for an organization, it is very necessary to get complete details regarding those hardware components. A standard database is required that contains all the risks regarding all components where an organization cannot determine which Hardware devices are efficient, safe and appropriate for their needs. CVE compatible tools, services, and databases will provide better integration, easier integration, and improved security.

Project Objectives

 Identification of risk or hardware exposure.

• A standard description of each uncertainty or hardware display.

• Use of the Data Mining algorithms database.

• Provide statistical risk or hardware visualization.

• Effective management of hardware security risk database.

• The path to teamwork and better security protection

• The basis for testing between services, tools, and information

• Industry-accredited with a number of Authorities, Numbers, and many products and services including vulnerability or exposure.

Project Implementation Method

After Searching through many site and studied research paper we come to know the Dataset of hardware oriented vulnerabilities is inconsistent and require datamining along with its Common Vulnerability Score System needs to be updated and requires a cross-platform document- oriented database program which uses JSON (JavaScript Object Notation) which is an open- standard file format or data interchange format that uses human-readable text to transmit data objects consisting of attribute–value pairs and array data types. After many researches we have proposed the methodology which approaches to the generic Solution.

• Information Extraction (IE) of hardware Oriented Vulnerability using Web/Scraping.
• Information Retrieval (IR) of hardware Oriented Vulnerability Dataset.
• Datamining of hardware Oriented Vulnerability Dataset.
• Transferring of Mined Data into Mongodb Database.
• Developing the Schema/Visualization of Mongodb Database.
• Creating Scalable CVSS Calculator.

Integration database and calculator into Website

Benefits of the Project

Database management systems are important to businesses and organizations because they provide a highly efficient method for handling multiple types of data. Without database management, tasks have to be done manually and take more time. Data can be categorized and structured to suit the needs of the company or organization. In case of purchasing new hardware for the organization, it is very necessary to get full information related to that specifically hardware components. A generic database is required which contains all vulnerabilities about all components through which organization can determine which hardware devices are most effective, secure and appropriate for their needs. The CVE-compatible tools, services, and databases will give organization better coverage, easier interoperability, and enhanced security. In case of bad reputation of any vendors which is available in hardware-oriented database, they can try to attack on database to manipulate the information regarding them.

Technical Details of Final Deliverable

Hardware Security

Hardware Security provides barriers and other cyber-tools that protect programs, files, and the information flow to and from a computer. Hardware security protects the machine and peripheral hardware from theft and from electronic intrusion and damage.

Data Mining

Data mining is defined as a process used to extract usable data from a larger set of any raw data. It implies analyzing data patterns in large batches of data using one or more software.

Web Scrapping

Web scraping, web harvesting, or web data extraction is data scraping used for extracting data from websites.

Database Management

A database management system (DBMS) is a software package designed to define, manipulate, retrieve and manage data in a database. A DBMS generally manipulates the data itself, the data format, field names, record structure and file structure.

CVSS

CVSS provides a method to capture the main characteristics of a vulnerability and produce a numerical score reflecting its severity in a given context. The numerical score can then be transposed into a qualitative representation (such as low, medium, high and critical) that builds vector representations providing an overall score, indicating severity. These risk scores are used to help organizations to properly address, evaluate and prioritize the security of their products or assets.

Final Deliverable of the Project Software SystemCore Industry ITOther Industries Security Core Technology Artificial Intelligence(AI)Other TechnologiesSustainable Development Goals Peace and Justice Strong InstitutionsRequired Resources

Item Name	Type	No. of Units	Per Unit Cost (in Rs)	Total (in Rs)
			Total in (Rs)	10000
Website Plugin/widgets	Miscellaneous	3	2000	6000
Web Theme	Miscellaneous	1	4000	4000