SlideShare a Scribd company logo
1 of 10
Download to read offline
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
DOI:10.5121/ijcsit.2015.7614 165
A DATABASE SYSTEM SECURITY FRAMEWORK
Habiba Muhammad Sani1
and Muhammad Mika’ilu Yabo2
1
Department of Mathematics,Computer Science Unit Usmanu Danfodiyo University,
Sokoto-Nigeria
2
Department of Computer Science, Shehu Shagari College of Education, Sokoto-Nigeria.
ABSTRACT
Database security is a growing concern as the amount of sensitive data collected and retained in databases
is fast growing and most of these data are being made accessible via the internet. Majority of the
companies, organizations and teaching and learning institutions store sensitive data in databases .As most
of these data are electronically accessed , It can therefore be assumed that , the integrity of these numerous
and sensitive data is prone to different kind of threat such as{Unauthorized access, theft as well access
denial}. Therefore, the need for securing databases has also increased The primary objectives of database
security are to prevent unauthorized access to data, prevent unauthorized tampering or modification of
data, and to also ensure that, these data remains available whenever needed. In this paper, we developed
a database security framework by combining different security mechanism on a sensitive students
information database application designed for Shehu Shagari College of Education Sokoto (SSCOE) with
the aim of minimizing and preventing the data from Confidentiality, Integrity and Availability threats.
KEYWORDS
Database, Database Security Framework, Confidentiality, Integrity
1. INTRODUCTION
Database technologies are the core component of many information systems. These technologies
allow data to be collected, stored and disseminated electronically. They allow data to be retained
and shared electronically and the amount of data contained in these systems continues to grow at
an exponential rate. So does the need to insure the integrity of the data and secure the data from
unintended access.
Database security can be defined as a system or process by which the “Confidentiality, Integrity,
and Availability,” or CIA, of the database can be protected. Unauthorized entry or access to a
database server signifies a loss of confidentiality; unauthorized alteration to the available data
signifies loss of integrity; and lack of access to database services signifies loss of availability.
Loss of one or more of these basic facets will have a significant impact on the security of the
database [1]. Similarly, it refers to the collective measures used to protect and secure a database
or database management software from illegitimate use and malicious threats and attacks[2].
Database security issues have been more complex due to widespread use of the internet.
Databases are an organizational main resource and therefore, policies and measures must be put
into place to safeguard its security and the integrity of the data it contains [3].
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
166
According to [4] database is always a key target for adulteration because it contains sensitive and
valuable information. Therefore in every database design process the designers need to know and
find way of handling the vulnerabilities that can be found in database driven system, it can be
through creation stage, during application integration or even during patching and updating,
which some of this vulnerabilities are:
Deployment Failures: The database should be checked when designed to identifies all its
functionality, because the common reason of most database vulnerabilities is due to lack
of care when they are developed, and a database will only tested for it expected
functionality without checking to see if the database is not doing things which it should
not be doing them.
Data leak: Always “back end” is what we considered a databases to be, and this database
contains networking interface which help the hacker to capture it traffic and exploit it.
For this to be avoided, the use of encryption communication platform is needed.
Stolen database backups: Another database treats are internal treats, these are those that
are inside the organization, they can destroy or steal the backup of a database whether for
revenge, money or any other profits.
The abuse of database features: Miss used of standard features of database made many
database to be exploited. Removing the tools that are unnecessary can limited the Future
abuse, not by eliminating the exploitation completely, but at least reduction the areas that
hackers can study to initiate the attack.
A lack of segregation: Separation of powers between administrator and user, also duties
need to be segregated which can make fraud or theft very difficult by internal staff. In
addition, the user account power limitation will make it difficult for a hacker to
completely take control of the database.
Database inconsistencies: Lack of consistency is the common thread that gives room to
all vulnerabilities. And it is not a problem of database technology but rather
administrative problem; therefore there is a need to consistently develop looking after the
database by the database developers and system administrators, so as to be aware of any
kind of threats and to take care of any kind of vulnerabilities.
The database security can be enforced and maintain throughout the system life cycle with use of
Confidentiality, integrity, and availability (CIA) principles. According to [5] the Confidentiality,
integrity, and availability (CIA) are principle model design to ensure information security policies
within any given organization. As he explains:-
Confidentiality: means that the prevention of unauthorised disclosure of information.
That is the wrong people will not be able to get any sensitive information, and making
sure the authorized or right people can easily get it. Simply means prevention of
unauthorised disclosure of information [5].
Integrity: This involves maintaining the data accuracy, consistency, and trustworthiness
throughout its life cycle. Therefore the steps must be taken to make sure that data is not
be altered or changed in transit by unauthorized parties. Likewise as results of non
human cause such as server crash, means of detection need to be in place to detect any
alteration or changes that occur, and a copy of backup must always be available for the
effected data to be restored in it correct state. Simply means prevention of unauthorised
modification of information [5].
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
167
Availability: meaning that the ability of the system to make it assets accessible to only
authorized users and in a timely manner as determined by the systems requirements.
Simply means prevention of unauthorised withholding of information or resources [5].
1.1 Mechanisms That Enforce Confidentiality
Encryption and Decryption Algorithm: It helps with confidentiality as it changes the
format of a plaintext (clean message) to non-readable format in order to prevent any
unauthorised person to read that data.
Access Control List: it helps with confidentiality – as only authorised users should be
able to access the system.
A firewall: it also helps with confidentiality by trying to prevent the traffic getting
through.
IDS and IPS systems: they also helps with confidentiality just like firewalls they are
continually monitoring traffic that should and should not enter the network and take
action accordingly if traffic violates network rules.
1.2 Mechanisms That Enforce Integrity
Encryption and Decryption Algorithm: It helps with integrity as it changes the format of a
plaintext(clean message) to non-readable format in order to prevent any unauthorised
person to change the content of the data.
A message digest or checksum: it helps with integrity by providing authenticity
1.3 Mechanisms That Enforce Availability
A honeypot: It helps availability- as it is attempting to filter or direct traffic to an area
where it can cause no damage but be monitored
Access Control List: It also help availability- as it effectively filters traffic purposely to
filter out unwanted traffic.
A firewall: It also helps availability- as like an ACL it filters traffic and trying to prevent
the unwanted traffic from getting through.
The paper is organised into four sections as follows: Section 1 provides the introductory aspect of
the paper. In section2, the paper presents materials and methods of the proposed database security
framework. In section 3, the paper described the result and discussion of the work. In section 4 ,
the paper presents conclusion of the work.
2. Materials and Methods
2.1 Database System Modelling
Systems modelling of the database involve set of interrelated operations (as a whole system) that
interacts in different ways to one another, so as to allow the operational and design of one part in
the system to have impact to other parts of the system [6]. This research uses UseCase and
ClassDiagram of StarUML Case tools to model the system.
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
168
2.1.1 Use case diagram:
Below is a UseCase Diagram design using a StarUML CASE tools.
Figure 1. UseCase Diagram Design
2.1.2 Description of Usecase
The students result processing system is a system design to provide an interface for users to add
new students, new courses and students exams result. It also allowed the users to view the result
for them to make any of the three reports that is, Individual student report, sessional students
report and final year students report. The system employs a College Exam officer who will add a
new courses and amend the existing courses, it also employ a director MIS who will oversee the
addition of new students. The Schools Exams Coordinators were also employs to add new
students’ results, and finally it employs the College academic Secretary who is responsible to
delete students.
2.1.3 Justification of Usecase
The analysis of conceptual class diagram was justifiably design to image all the needed classes’
base on the user specification. Also a proper signs were used to characterize their expected
relationship with a multiplicity.
2.2 Design class diagrams:
Below is a class diagram design and its layers using a StarUML CASE tools.
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
169
Figure 2. Design Class Diagram
Figure 3. Design Class Diagram showing the User Interface Layer (Presentation Layer)
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
170
Figure 4. Design Class Diagram showing the control objects layer or application logic layer (Processing
Layer).
Figure 5. Design Class Diagram showing the Data Layer (Domain Layer)
2.2.1 Description of Design Class Diagrams
The system design diagram was divided into three layers namely, Application logic layer,
Data/Domain Layer and User Interface Layer.
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
171
The domain/data layer: is a layer that contains classes design to store data as an object
from a business domain, these classes are Courses class, Courseslist class, Studentdetails
class, Studentdetailslist class, Results class, Resultsrecordbook class, Report class,
IndividualReport class, SessionalReport class and FinalyearstunedtsReport class.
The user interface layer: is a layer design with classes to handle the input and output
process, that is to allow the external actors that are outside the software boundary to send in
the request as input and receive the result as output, these classes are
CollegeExamOfficeGUI, Director_MIS_GUI, SchoolsExamCoordinatorsGUI and
CollegeAcademicSecretaryGUI.
The control object layer or application logic layer: is a layer that has only one class that
used to provide the control logic of the use cases and their coordination, this class is
ReportController class. The class serve as interface or bridge between user interface layer
data layer where by the user interface layer will send request to application layer and the
application layer identify the data layer class that is suitably related with the request and
pass that request to the class, it also collect the output of the request from that data layer
class and send it to the user interface layer class as the design class diagram indicated using
a direct relationship arrows.
2.2.2 Justification of Design Class Diagrams
The researchers justifiably tries to make the design class diagram base on the specification and
requirements of the system user. The design class diagram has four user interfaces that will be
used by the boundary user to get access to the system, where by the College exam Officer access
the system through CollegeExamOfficerGUI, Director MIS through Director_MIS_GUI, Schools
Exam Coordinator through SchoolsExamCoordinatorGUI and College Academic Secretary
through CollegeAcademicSecretaryGUI.
The design class also has a system controller named ReportController class so that it will give a
clear meaning to its functions since it was design to control all the system activities, and the
classes of data layer are all design base on the specification of the user.
2.3 Security Framework
Figure 6. Database security framework Architecture
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
172
3. RESULTS AND DISCUSSION
After developing the software and the security measures to safeguard the data stored in the
database. The performance of the software was tested against the security measures
described/shown in figure 6 above. The result indicates that, the user can only gain access to the
data after successfully being authenticated against all the CIA mechanism put in place and all
assigned role are made available to the user. Similarly, the user is denied access if not
authenticated.
In order to evaluate the above database application against the security mechanisms put in place,
the experimental evaluation was carried out by selecting 3 examination officers as administrators
to be involved in the use and management of the system. Each of the administrators was allowed
to log into the system by entering their details respectively. The overall analysis of the system
performance against the security mechanism was captured based on the effectiveness of the user’s
login details as shown below:
Administrators WrongLoginDetail RightLoginDetails
1 Access Denial Access Granted
2 Access Denial Access Granted
3 Access Denial Access Granted
Figure 7. Screen shot of the User (admin) access denial interface
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
173
Figure 8. Screen shot of the User (admin) system login access interface
4. CONCLUSION
Despite the increased security concerns in database systems, its benefits outnumbered its
shortcoming. However, as database security and in particular data protection from unauthorized
users remain important goal in any organizational database management system ,In this paper,
the authors proposed database securing framework aimed at minimizing different forms of
security concerns against the numerous data stored in the record system of SSCOE database
systems. The security framework was designed based on the core facets of database security
mechanisms (CIA) to help address the issues of confidentiality, integrity and authenticity as well
as availability of data. More so, the system was tested and the results of the study indicated that,
the system can only grant access to only the authorized users after successfully authenticated
against the CIA mechanisms in place and allowed to view only the roles assigned to them. While
on the other hand, the system rejects and denied unauthorised users access to the system and data.
REFERENCES
[1] Bright Hub Inc. (2012). Database Security.[Online] Available from
<http://www.brighthub.com/computing/smb-security/articles/61400.aspx.> [November/12 2015]
[2] Techopedia,2015). Databse security. [online] Available from
<https://www.techopedia.com/definition/29841/database-security> [November/12 2015]
[3] Singh, S(2009) Database systems: Concepts, Design and applications New Delhi: Pearson Education
India.
[4] Osborne, C. (2013) The top ten most common database security vulnerabilities [online] available
from <http://www.zdnet.com/the-top-ten-most-common-database-security-vulnerabilities-
7000017320/> [November/o1 2015]
International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015
174
[5] Gibilisco, S. (2013) confidentiality, integrity, and availability (CIA) [online] available from
<http://whatis.techtarget.com/definition/Confidentiality-integrity-and-availability-CIA>
[November/24 2015]
[6] Broy, M., Cengarle, M. V., Gronniger, H. and Rumpe, B. (2011) Definition Of The System Model
[Online] available from <http://www.se-rwth.de/publications/Definition-of-the-UML-system-
model.pdf> [November/16 2015]
AUTHORS
Habiba Muhammad Sani is a BSc. degree holder in Computer Science from the Usmanu
Danfodiyo University, Sokoto (UDUS) in Nigeria and also obtained MSc. degree in
Computing Information Engineering from the Robert Gordon university, Aberdeen,
United Kigdom. Currently lecturing in the Department of Mathematic, Computer Science
Unit of UDUS. Her major research interest area is on advanced database systems and
Artificial intelligence Systems.
Muhammad Mika’ilu Yabo is a BSc.and MSc. degree holder in Computer Science and
Network Computing from the Usmanu Danfodiyo University,Sokoto, Nigeria and
Coventry University,United Kingdom respectively. Currently lecturing in the department
of Computer Science Shehu Shagari College Of Education Sokoto, Nigeria .His major
area of interest is database security and web applications.

More Related Content

What's hot

Strategies for Data Leakage Prevention
Strategies for Data Leakage PreventionStrategies for Data Leakage Prevention
Strategies for Data Leakage PreventionIRJET Journal
 
Data security and Integrity
Data security and IntegrityData security and Integrity
Data security and IntegrityZaid Shabbir
 
Database security and security in networks
Database security and security in networksDatabase security and security in networks
Database security and security in networksG Prachi
 
Security and Integrity of Data
Security and Integrity of DataSecurity and Integrity of Data
Security and Integrity of DataAdeel Riaz
 
Data base security & integrity
Data base security &  integrityData base security &  integrity
Data base security & integrityPooja Dixit
 
Cst 610 Motivated Minds/newtonhelp.com
Cst 610 Motivated Minds/newtonhelp.comCst 610 Motivated Minds/newtonhelp.com
Cst 610 Motivated Minds/newtonhelp.comamaranthbeg53
 
Aspects of data security
Aspects of data securityAspects of data security
Aspects of data securitySaranSwathi1
 
security and privacy in dbms and in sql database
security and privacy in dbms and in sql databasesecurity and privacy in dbms and in sql database
security and privacy in dbms and in sql databasegourav kottawar
 
Csec 610 Inspiring Innovation--tutorialrank.com
Csec 610 Inspiring Innovation--tutorialrank.comCsec 610 Inspiring Innovation--tutorialrank.com
Csec 610 Inspiring Innovation--tutorialrank.comPrescottLunt384
 
Database Security
Database SecurityDatabase Security
Database Securityalraee
 
McAfee CDCR Case Study
McAfee CDCR Case StudyMcAfee CDCR Case Study
McAfee CDCR Case Studyjoepanora
 
Dbms ii mca-ch12-security-2013
Dbms ii mca-ch12-security-2013Dbms ii mca-ch12-security-2013
Dbms ii mca-ch12-security-2013Prosanta Ghosh
 
IRJET- Data Leak Prevention System: A Survey
IRJET-  	  Data Leak Prevention System: A SurveyIRJET-  	  Data Leak Prevention System: A Survey
IRJET- Data Leak Prevention System: A SurveyIRJET Journal
 
Cyb 610 Motivated Minds/newtonhelp.com
Cyb 610 Motivated Minds/newtonhelp.comCyb 610 Motivated Minds/newtonhelp.com
Cyb 610 Motivated Minds/newtonhelp.comamaranthbeg55
 
Security Issues Surrounding Data Manipulation in a Relational Database
Security Issues Surrounding Data Manipulation in a Relational DatabaseSecurity Issues Surrounding Data Manipulation in a Relational Database
Security Issues Surrounding Data Manipulation in a Relational DatabaseDavid Murphy
 

What's hot (18)

Strategies for Data Leakage Prevention
Strategies for Data Leakage PreventionStrategies for Data Leakage Prevention
Strategies for Data Leakage Prevention
 
Data security and Integrity
Data security and IntegrityData security and Integrity
Data security and Integrity
 
Database security and security in networks
Database security and security in networksDatabase security and security in networks
Database security and security in networks
 
Security and Integrity of Data
Security and Integrity of DataSecurity and Integrity of Data
Security and Integrity of Data
 
Data base security & integrity
Data base security &  integrityData base security &  integrity
Data base security & integrity
 
Security Software
Security SoftwareSecurity Software
Security Software
 
Lesson10 Database security
Lesson10 Database security Lesson10 Database security
Lesson10 Database security
 
Cst 610 Motivated Minds/newtonhelp.com
Cst 610 Motivated Minds/newtonhelp.comCst 610 Motivated Minds/newtonhelp.com
Cst 610 Motivated Minds/newtonhelp.com
 
Aspects of data security
Aspects of data securityAspects of data security
Aspects of data security
 
security and privacy in dbms and in sql database
security and privacy in dbms and in sql databasesecurity and privacy in dbms and in sql database
security and privacy in dbms and in sql database
 
Csec 610 Inspiring Innovation--tutorialrank.com
Csec 610 Inspiring Innovation--tutorialrank.comCsec 610 Inspiring Innovation--tutorialrank.com
Csec 610 Inspiring Innovation--tutorialrank.com
 
Database Security
Database SecurityDatabase Security
Database Security
 
McAfee CDCR Case Study
McAfee CDCR Case StudyMcAfee CDCR Case Study
McAfee CDCR Case Study
 
Dbms ii mca-ch12-security-2013
Dbms ii mca-ch12-security-2013Dbms ii mca-ch12-security-2013
Dbms ii mca-ch12-security-2013
 
IRJET- Data Leak Prevention System: A Survey
IRJET-  	  Data Leak Prevention System: A SurveyIRJET-  	  Data Leak Prevention System: A Survey
IRJET- Data Leak Prevention System: A Survey
 
Cyb 610 Motivated Minds/newtonhelp.com
Cyb 610 Motivated Minds/newtonhelp.comCyb 610 Motivated Minds/newtonhelp.com
Cyb 610 Motivated Minds/newtonhelp.com
 
Network srcurity
Network srcurityNetwork srcurity
Network srcurity
 
Security Issues Surrounding Data Manipulation in a Relational Database
Security Issues Surrounding Data Manipulation in a Relational DatabaseSecurity Issues Surrounding Data Manipulation in a Relational Database
Security Issues Surrounding Data Manipulation in a Relational Database
 

Similar to A DATABASE SYSTEM SECURITY FRAMEWORK

SegurançA Da InformaçãO Faat V1 4
SegurançA Da InformaçãO Faat V1 4SegurançA Da InformaçãO Faat V1 4
SegurançA Da InformaçãO Faat V1 4Rodrigo Piovesana
 
Database Security—Concepts,Approaches, and ChallengesElisa
Database Security—Concepts,Approaches, and ChallengesElisaDatabase Security—Concepts,Approaches, and ChallengesElisa
Database Security—Concepts,Approaches, and ChallengesElisaOllieShoresna
 
DATABASE SECURITY - ATTACKS AND CONTROL METHODS
DATABASE SECURITY - ATTACKS AND CONTROL METHODSDATABASE SECURITY - ATTACKS AND CONTROL METHODS
DATABASE SECURITY - ATTACKS AND CONTROL METHODSijistjournal
 
Running head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docx
Running head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docxRunning head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docx
Running head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docxtoltonkendal
 
Excel Data Reporting Assignment 3 Data Analysis (Feasibility .docx
Excel Data Reporting Assignment 3 Data Analysis (Feasibility .docxExcel Data Reporting Assignment 3 Data Analysis (Feasibility .docx
Excel Data Reporting Assignment 3 Data Analysis (Feasibility .docxgitagrimston
 
Introduction to security
Introduction to securityIntroduction to security
Introduction to securityMukesh Chinta
 
Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...
Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...
Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...karthikasivakumar3
 
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docxaulasnilda
 
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docxcroftsshanon
 
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docxRunning head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docxtodd271
 
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docxRunning head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docxhealdkathaleen
 

Similar to A DATABASE SYSTEM SECURITY FRAMEWORK (20)

Database security
Database securityDatabase security
Database security
 
SegurançA Da InformaçãO Faat V1 4
SegurançA Da InformaçãO Faat V1 4SegurançA Da InformaçãO Faat V1 4
SegurançA Da InformaçãO Faat V1 4
 
Database Security—Concepts,Approaches, and ChallengesElisa
Database Security—Concepts,Approaches, and ChallengesElisaDatabase Security—Concepts,Approaches, and ChallengesElisa
Database Security—Concepts,Approaches, and ChallengesElisa
 
DATABASE SECURITY - ATTACKS AND CONTROL METHODS
DATABASE SECURITY - ATTACKS AND CONTROL METHODSDATABASE SECURITY - ATTACKS AND CONTROL METHODS
DATABASE SECURITY - ATTACKS AND CONTROL METHODS
 
A1802030104
A1802030104A1802030104
A1802030104
 
Running head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docx
Running head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docxRunning head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docx
Running head NETWORK INFRASTRUTCTURE AND SECURITYNETWORK INFR.docx
 
Excel Data Reporting Assignment 3 Data Analysis (Feasibility .docx
Excel Data Reporting Assignment 3 Data Analysis (Feasibility .docxExcel Data Reporting Assignment 3 Data Analysis (Feasibility .docx
Excel Data Reporting Assignment 3 Data Analysis (Feasibility .docx
 
Database security
Database securityDatabase security
Database security
 
Module -5 Security.pdf
Module -5 Security.pdfModule -5 Security.pdf
Module -5 Security.pdf
 
Is4560
Is4560Is4560
Is4560
 
Introduction to security
Introduction to securityIntroduction to security
Introduction to security
 
Data Security
Data SecurityData Security
Data Security
 
IDS Research
IDS ResearchIDS Research
IDS Research
 
Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...
Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...
Network security-S.Karthika II-M.Sc computer science,Bon Securous college for...
 
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
 
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
1 hour agoSrinivas Goud Thadakapally week 3 discussionCOLL.docx
 
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docxRunning head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
 
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docxRunning head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
Running head DATA INTEGRITY THREATS TO ORGANIZATIONS1DATA INTE.docx
 
Dstca
DstcaDstca
Dstca
 
Database Security - IK
Database Security - IKDatabase Security - IK
Database Security - IK
 

Recently uploaded

Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZTE
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AIabhishek36461
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and usesDevarapalliHaritha
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxPoojaBan
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxbritheesh05
 

Recently uploaded (20)

Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AI
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and uses
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptx
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptx
 

A DATABASE SYSTEM SECURITY FRAMEWORK

  • 1. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 DOI:10.5121/ijcsit.2015.7614 165 A DATABASE SYSTEM SECURITY FRAMEWORK Habiba Muhammad Sani1 and Muhammad Mika’ilu Yabo2 1 Department of Mathematics,Computer Science Unit Usmanu Danfodiyo University, Sokoto-Nigeria 2 Department of Computer Science, Shehu Shagari College of Education, Sokoto-Nigeria. ABSTRACT Database security is a growing concern as the amount of sensitive data collected and retained in databases is fast growing and most of these data are being made accessible via the internet. Majority of the companies, organizations and teaching and learning institutions store sensitive data in databases .As most of these data are electronically accessed , It can therefore be assumed that , the integrity of these numerous and sensitive data is prone to different kind of threat such as{Unauthorized access, theft as well access denial}. Therefore, the need for securing databases has also increased The primary objectives of database security are to prevent unauthorized access to data, prevent unauthorized tampering or modification of data, and to also ensure that, these data remains available whenever needed. In this paper, we developed a database security framework by combining different security mechanism on a sensitive students information database application designed for Shehu Shagari College of Education Sokoto (SSCOE) with the aim of minimizing and preventing the data from Confidentiality, Integrity and Availability threats. KEYWORDS Database, Database Security Framework, Confidentiality, Integrity 1. INTRODUCTION Database technologies are the core component of many information systems. These technologies allow data to be collected, stored and disseminated electronically. They allow data to be retained and shared electronically and the amount of data contained in these systems continues to grow at an exponential rate. So does the need to insure the integrity of the data and secure the data from unintended access. Database security can be defined as a system or process by which the “Confidentiality, Integrity, and Availability,” or CIA, of the database can be protected. Unauthorized entry or access to a database server signifies a loss of confidentiality; unauthorized alteration to the available data signifies loss of integrity; and lack of access to database services signifies loss of availability. Loss of one or more of these basic facets will have a significant impact on the security of the database [1]. Similarly, it refers to the collective measures used to protect and secure a database or database management software from illegitimate use and malicious threats and attacks[2]. Database security issues have been more complex due to widespread use of the internet. Databases are an organizational main resource and therefore, policies and measures must be put into place to safeguard its security and the integrity of the data it contains [3].
  • 2. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 166 According to [4] database is always a key target for adulteration because it contains sensitive and valuable information. Therefore in every database design process the designers need to know and find way of handling the vulnerabilities that can be found in database driven system, it can be through creation stage, during application integration or even during patching and updating, which some of this vulnerabilities are: Deployment Failures: The database should be checked when designed to identifies all its functionality, because the common reason of most database vulnerabilities is due to lack of care when they are developed, and a database will only tested for it expected functionality without checking to see if the database is not doing things which it should not be doing them. Data leak: Always “back end” is what we considered a databases to be, and this database contains networking interface which help the hacker to capture it traffic and exploit it. For this to be avoided, the use of encryption communication platform is needed. Stolen database backups: Another database treats are internal treats, these are those that are inside the organization, they can destroy or steal the backup of a database whether for revenge, money or any other profits. The abuse of database features: Miss used of standard features of database made many database to be exploited. Removing the tools that are unnecessary can limited the Future abuse, not by eliminating the exploitation completely, but at least reduction the areas that hackers can study to initiate the attack. A lack of segregation: Separation of powers between administrator and user, also duties need to be segregated which can make fraud or theft very difficult by internal staff. In addition, the user account power limitation will make it difficult for a hacker to completely take control of the database. Database inconsistencies: Lack of consistency is the common thread that gives room to all vulnerabilities. And it is not a problem of database technology but rather administrative problem; therefore there is a need to consistently develop looking after the database by the database developers and system administrators, so as to be aware of any kind of threats and to take care of any kind of vulnerabilities. The database security can be enforced and maintain throughout the system life cycle with use of Confidentiality, integrity, and availability (CIA) principles. According to [5] the Confidentiality, integrity, and availability (CIA) are principle model design to ensure information security policies within any given organization. As he explains:- Confidentiality: means that the prevention of unauthorised disclosure of information. That is the wrong people will not be able to get any sensitive information, and making sure the authorized or right people can easily get it. Simply means prevention of unauthorised disclosure of information [5]. Integrity: This involves maintaining the data accuracy, consistency, and trustworthiness throughout its life cycle. Therefore the steps must be taken to make sure that data is not be altered or changed in transit by unauthorized parties. Likewise as results of non human cause such as server crash, means of detection need to be in place to detect any alteration or changes that occur, and a copy of backup must always be available for the effected data to be restored in it correct state. Simply means prevention of unauthorised modification of information [5].
  • 3. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 167 Availability: meaning that the ability of the system to make it assets accessible to only authorized users and in a timely manner as determined by the systems requirements. Simply means prevention of unauthorised withholding of information or resources [5]. 1.1 Mechanisms That Enforce Confidentiality Encryption and Decryption Algorithm: It helps with confidentiality as it changes the format of a plaintext (clean message) to non-readable format in order to prevent any unauthorised person to read that data. Access Control List: it helps with confidentiality – as only authorised users should be able to access the system. A firewall: it also helps with confidentiality by trying to prevent the traffic getting through. IDS and IPS systems: they also helps with confidentiality just like firewalls they are continually monitoring traffic that should and should not enter the network and take action accordingly if traffic violates network rules. 1.2 Mechanisms That Enforce Integrity Encryption and Decryption Algorithm: It helps with integrity as it changes the format of a plaintext(clean message) to non-readable format in order to prevent any unauthorised person to change the content of the data. A message digest or checksum: it helps with integrity by providing authenticity 1.3 Mechanisms That Enforce Availability A honeypot: It helps availability- as it is attempting to filter or direct traffic to an area where it can cause no damage but be monitored Access Control List: It also help availability- as it effectively filters traffic purposely to filter out unwanted traffic. A firewall: It also helps availability- as like an ACL it filters traffic and trying to prevent the unwanted traffic from getting through. The paper is organised into four sections as follows: Section 1 provides the introductory aspect of the paper. In section2, the paper presents materials and methods of the proposed database security framework. In section 3, the paper described the result and discussion of the work. In section 4 , the paper presents conclusion of the work. 2. Materials and Methods 2.1 Database System Modelling Systems modelling of the database involve set of interrelated operations (as a whole system) that interacts in different ways to one another, so as to allow the operational and design of one part in the system to have impact to other parts of the system [6]. This research uses UseCase and ClassDiagram of StarUML Case tools to model the system.
  • 4. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 168 2.1.1 Use case diagram: Below is a UseCase Diagram design using a StarUML CASE tools. Figure 1. UseCase Diagram Design 2.1.2 Description of Usecase The students result processing system is a system design to provide an interface for users to add new students, new courses and students exams result. It also allowed the users to view the result for them to make any of the three reports that is, Individual student report, sessional students report and final year students report. The system employs a College Exam officer who will add a new courses and amend the existing courses, it also employ a director MIS who will oversee the addition of new students. The Schools Exams Coordinators were also employs to add new students’ results, and finally it employs the College academic Secretary who is responsible to delete students. 2.1.3 Justification of Usecase The analysis of conceptual class diagram was justifiably design to image all the needed classes’ base on the user specification. Also a proper signs were used to characterize their expected relationship with a multiplicity. 2.2 Design class diagrams: Below is a class diagram design and its layers using a StarUML CASE tools.
  • 5. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 169 Figure 2. Design Class Diagram Figure 3. Design Class Diagram showing the User Interface Layer (Presentation Layer)
  • 6. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 170 Figure 4. Design Class Diagram showing the control objects layer or application logic layer (Processing Layer). Figure 5. Design Class Diagram showing the Data Layer (Domain Layer) 2.2.1 Description of Design Class Diagrams The system design diagram was divided into three layers namely, Application logic layer, Data/Domain Layer and User Interface Layer.
  • 7. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 171 The domain/data layer: is a layer that contains classes design to store data as an object from a business domain, these classes are Courses class, Courseslist class, Studentdetails class, Studentdetailslist class, Results class, Resultsrecordbook class, Report class, IndividualReport class, SessionalReport class and FinalyearstunedtsReport class. The user interface layer: is a layer design with classes to handle the input and output process, that is to allow the external actors that are outside the software boundary to send in the request as input and receive the result as output, these classes are CollegeExamOfficeGUI, Director_MIS_GUI, SchoolsExamCoordinatorsGUI and CollegeAcademicSecretaryGUI. The control object layer or application logic layer: is a layer that has only one class that used to provide the control logic of the use cases and their coordination, this class is ReportController class. The class serve as interface or bridge between user interface layer data layer where by the user interface layer will send request to application layer and the application layer identify the data layer class that is suitably related with the request and pass that request to the class, it also collect the output of the request from that data layer class and send it to the user interface layer class as the design class diagram indicated using a direct relationship arrows. 2.2.2 Justification of Design Class Diagrams The researchers justifiably tries to make the design class diagram base on the specification and requirements of the system user. The design class diagram has four user interfaces that will be used by the boundary user to get access to the system, where by the College exam Officer access the system through CollegeExamOfficerGUI, Director MIS through Director_MIS_GUI, Schools Exam Coordinator through SchoolsExamCoordinatorGUI and College Academic Secretary through CollegeAcademicSecretaryGUI. The design class also has a system controller named ReportController class so that it will give a clear meaning to its functions since it was design to control all the system activities, and the classes of data layer are all design base on the specification of the user. 2.3 Security Framework Figure 6. Database security framework Architecture
  • 8. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 172 3. RESULTS AND DISCUSSION After developing the software and the security measures to safeguard the data stored in the database. The performance of the software was tested against the security measures described/shown in figure 6 above. The result indicates that, the user can only gain access to the data after successfully being authenticated against all the CIA mechanism put in place and all assigned role are made available to the user. Similarly, the user is denied access if not authenticated. In order to evaluate the above database application against the security mechanisms put in place, the experimental evaluation was carried out by selecting 3 examination officers as administrators to be involved in the use and management of the system. Each of the administrators was allowed to log into the system by entering their details respectively. The overall analysis of the system performance against the security mechanism was captured based on the effectiveness of the user’s login details as shown below: Administrators WrongLoginDetail RightLoginDetails 1 Access Denial Access Granted 2 Access Denial Access Granted 3 Access Denial Access Granted Figure 7. Screen shot of the User (admin) access denial interface
  • 9. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 173 Figure 8. Screen shot of the User (admin) system login access interface 4. CONCLUSION Despite the increased security concerns in database systems, its benefits outnumbered its shortcoming. However, as database security and in particular data protection from unauthorized users remain important goal in any organizational database management system ,In this paper, the authors proposed database securing framework aimed at minimizing different forms of security concerns against the numerous data stored in the record system of SSCOE database systems. The security framework was designed based on the core facets of database security mechanisms (CIA) to help address the issues of confidentiality, integrity and authenticity as well as availability of data. More so, the system was tested and the results of the study indicated that, the system can only grant access to only the authorized users after successfully authenticated against the CIA mechanisms in place and allowed to view only the roles assigned to them. While on the other hand, the system rejects and denied unauthorised users access to the system and data. REFERENCES [1] Bright Hub Inc. (2012). Database Security.[Online] Available from <http://www.brighthub.com/computing/smb-security/articles/61400.aspx.> [November/12 2015] [2] Techopedia,2015). Databse security. [online] Available from <https://www.techopedia.com/definition/29841/database-security> [November/12 2015] [3] Singh, S(2009) Database systems: Concepts, Design and applications New Delhi: Pearson Education India. [4] Osborne, C. (2013) The top ten most common database security vulnerabilities [online] available from <http://www.zdnet.com/the-top-ten-most-common-database-security-vulnerabilities- 7000017320/> [November/o1 2015]
  • 10. International Journal of Computer Science & Information Technology (IJCSIT) Vol 7, No 6, December 2015 174 [5] Gibilisco, S. (2013) confidentiality, integrity, and availability (CIA) [online] available from <http://whatis.techtarget.com/definition/Confidentiality-integrity-and-availability-CIA> [November/24 2015] [6] Broy, M., Cengarle, M. V., Gronniger, H. and Rumpe, B. (2011) Definition Of The System Model [Online] available from <http://www.se-rwth.de/publications/Definition-of-the-UML-system- model.pdf> [November/16 2015] AUTHORS Habiba Muhammad Sani is a BSc. degree holder in Computer Science from the Usmanu Danfodiyo University, Sokoto (UDUS) in Nigeria and also obtained MSc. degree in Computing Information Engineering from the Robert Gordon university, Aberdeen, United Kigdom. Currently lecturing in the Department of Mathematic, Computer Science Unit of UDUS. Her major research interest area is on advanced database systems and Artificial intelligence Systems. Muhammad Mika’ilu Yabo is a BSc.and MSc. degree holder in Computer Science and Network Computing from the Usmanu Danfodiyo University,Sokoto, Nigeria and Coventry University,United Kingdom respectively. Currently lecturing in the department of Computer Science Shehu Shagari College Of Education Sokoto, Nigeria .His major area of interest is database security and web applications.