Keystroke with Data Leakage Detection for Secure Email Authentication

International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 5 Issue 3, March-April 2021 Available Online: www.ijtsrd.com e-ISSN: 2456 – 6470
@ IJTSRD | Unique Paper ID – IJTSRD39969 | Volume – 5 | Issue – 3 | March-April 2021 Page 797
Keystroke with Data Leakage Detection for
Secure Email Authentication
Mrs. V. Hemalatha1, V. Boominathan2, K. Harithas2, P. Raj Kumar2, S. Vijaya Bharathi2
1HOD,
1,2Department of CSE, N.S.N. College of Engineering and Technology, Karur, Tamil Nadu, India
ABSTRACT
The user authentication is the important factor which allows the user to use a
particular software. Theuser authenticationisalsoperformedinvariouskinds
of social media such as Gmail, Facebook, etc. The traditional passwordsystem
is used for user authentication. But this technique has a lot of demerits in it.
Some hackers also cracks the password and perform some unwanted actions
in the user authentication. In order to removethedifficultiesinthistraditional
password technique and to provide additional securityin userauthentication,
the keystroke with data leakage detection for secure email authentication is
designed. This system uses Keystroke Dynamics. This system consists of five
different types of modules such as Email Framework Construction, User
Enrolment, Keystroke Authentication, Data Sharing and Data Leakage
Detection. This system gets the details of the user such as name and email.
Then it allows to enter the password. This password is stored along with the
keystroke dynamics data such as the typing speed of the password and the
threshold value. Both the Keystroke dynamics data and the original password
are stored in the database. When the user wants to log into the system, the
user has to give the password according to the keystroke dynamicsdata.Then
only, the user can log into the system. Hence this system can also be used in
Cyber security and provide security and privacy for the user data.
KEYWORDS: Responsive, Mobility, Keystroke Dynamics, security
How to cite this paper: Mrs.V.Hemalatha
| V. Boominathan | K. Harithas | P. Raj
Kumar | S. Vijaya Bharathi "Keystroke
with Data Leakage Detection for Secure
Email Authentication" Published in
International Journal
of Trend in Scientific
Research and
Development(ijtsrd),
ISSN: 2456-6470,
Volume-5 | Issue-3,
April 2021, pp.797-
799, URL:
www.ijtsrd.com/papers/ijtsrd39969.pdf
Copyright © 2021 by author (s) and
International Journal ofTrendinScientific
Research and Development Journal. This
is an Open Access article distributed
under the terms of
the Creative
CommonsAttribution
License (CC BY 4.0)
(http://creativecommons.org/licenses/by/4.0)
1. INTRODUCTION
Authentication is one of the most important process. One of
the oldest technique in protecting the user data is to use
passwords. But nowadays,passwordsare easiertocrack and
there is no protection for user’s data. Hence, the Keystroke
Dynamics feature is used to enhance the security features
and the user authentication of a system.
1.1. PROBLEM STATEMENT
The major problem in most of the IT companies are Data
leakage and cracking of passwords. Most of the Hackers use
password cracking softwares to crack the user’s password
and perform some unwanted actions such as stealing the
data, modifying the data and add some unwanted data with
the user’s data. This causes more number of problems in all
kinds of fields.
2. OBJECTIVES
The goals of our project is to create a system which uses
keystroke dynamics for user authentication.
The user interface of this system should be efficient,
user friendly and maintain privacy.
This system should provide security against all kinds of
piracy.
This system should notify the user when the data of the
user has been hacked.
3. EXISTING SYSTEM
Email is used by millions of people to communicate around
the world and it is important application for many
businesses. The backups of these can remain up to several
months on their server, even if it is deleted the mailbox.
Nowadays an email is becoming a mainstreambusinesstool.
An email is being used for communication at workplace and
from social media logins to bank accounts. Authentication of
the email process is only processed with the help of
username and password. User should create account and
register their username and password for further
verification process. Security of an email is themainconcern
for companies & it includes confidentiality that ensures
information will not expose to unauthorized entities. Email
messages passes through intermediate computers before
reaching their final destination and it is easy for attackers to
intercept and read messages. An email can be misused to
leave sensitive data open to compromise. So, it may be of
little surprise that attacks on emails are common. When an
authenticated user leaves a system logged in and with a
password attached to it that invites an attacker to steal the
sensitive data at their leisure. If employee used that
computer for personal use which means information is now
willingly available to the attacker.
4. PROPOSED SYSTEM
Email is one of the crucial aspects of web data
communication. The increasing use of email has led to a
lucrative business opportunity called spamming. To
overcome the problemsofauthenticationanddata leakagein
email sharing provide key stroke authentication technique
IJTSRD39969

International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
and random key sharing methods. Keystroke authentication
can be classified as either static or continuous. The static
refers to keystroke analysis performedonlyatspecifictimes,
for example during the login process. When the latter is
applied, the analysis of the typing speed is performed
continuously during the whole session, thus providinga tool
to detect user substitution after the login. Proposed work
has implemented based on static key stroke method. In the
enrolment phase, for each user, a thresholdbasedkeystroke
values are acquired. Leakage detectionisimplementedusing
key sharing through SMS. When the message was shared
between sender and receiver, secret key will be generating
and distributing to the authority. When a receiver wants to
view the shared message, they will beauthenticateusingkey
value. Otherwise unauthorized access notification is shared
to the authority.
4.1. ARCHITECTURE
Fig.1 System Architecture
5. FIELDS OF THIS SYSTEM
Email Framework Construction
User Enrolment
Keystroke Authentication
Data Sharing
Data leakage detection
5.1. Email Framework Construction
A mail server is an application that receives incoming e-mail
from local users and remote senders and forwards outgoing
e-mail for delivery. A computer dedicated to running such
applications is also called a mail server. In this module
framework like a mail server was created. This framework
contains server and multiple users. Server can maintain all
user details. Users easily upload the files in inbox and also
share the data anywhere and anytime. This framework
enable for provide key stroke authentication and leakage
detection process.
5.2. User Enrolment
In this Email application,Userhastoregistertheappropriate
details in the Email server database for using the
authentication process. These details include username,
address, email id, contact number, primary password,
confirm password and keystroke value.Thekeystrokevalue
analyzed during password typing. Keystroke duration
threshold and user details are stored in the server database.
5.3. Keystroke Authentication
Anonymous access is the most common website access
control method, which allows anyone to visit the public
areas of a website while preventingunauthorizedusersfrom
gaining access to a critical features and private information
of web servers. The user verification phaseanalyzesthe mail
id, password and keystroke value of the server. During
password verification, key stroke time for password will be
calculated and matched with database.Usershouldenterthe
password with the specified time, otherwise they will not
allow to access application.
5.4. Data Sharing
User can share the message to another user in secure email
environment. Once completion of authentication process
they will be allow to compose the mail. Then add the
recipient detail to communicate. Receiver also creates
account with key stroke authentication method. Authorized
users are allowed to access this application.
5.5. Data Leakage Detection
The Mail is being sent to authorized user and unauthorized
user. As the unauthorized user receives the mail, the system
detects that the mail has been send to the unauthorizeduser
using key verification process; Receiver want to verify their
secret key before accessing mail content. Here, on the user
side, if the unauthorized user accesses that mail, the mail
does not display the contents of the mail.
6. CONCLUSION
To deal with the problem of Data leakage, this system
implements a variety of data distribution strategies that can
improve the distributor's chances of identifying a leaker.
Also it includes implementation of the concept of key stroke
authentication for user authentication. In proposed email
framework, users register using their detailswithkeystroke
values. During login process, user can also be verified using
their password with key stroke values. This will enhancethe
process of authentication in email and also provides OTP
generation, to predict the authorization of user duringemail
content access.
6.1. Future Enhancement
Future work includes the investigation of agent guiltmodels
that capture leakage scenarios. Watermarking that uses
various algorithms through encryption to offer security can
be designed along with probability-based model which
provides both the security as well as detection technique to
identify guilty.
REFERENCES
[1] Alotaibi, Saud, Abdulrahman Alruban, StevenFurnell,
and Nathan L. Clarke. "A Novel Behaviour Profiling
Approach to Continuous Authentication for Mobile
Applications." In ICISSP, pp. 246-251.
2019.
[2] Mhenni, Abir, Estelle Cherrier, Christophe
Rosenberger, and Najoua Essoukri Ben Amara.
"Double serial adaptation mechanism for keystroke
dynamics authentication basedona singlepassword."
Computers & Security 83 (2019): 151-166.
[3] Foresi, Andrew, and Reza Samavi. "User
authentication using keystroke dynamics via crowd

International Journal of Trend in Scientific Research and Development (IJTSRD) @ www.ijtsrd.com eISSN: 2456-6470
sourcing." In 2019 17th International Conference on
Privacy, Security and Trust (PST), pp. 1-3.IEEE,2019.
[4] Salem, Asma, and Mohammad S. Obaidat. "A novel
security scheme for behavioral authentication
systems based on keystroke dynamics." Security and
Privacy 2, no. 2 (2019): e64.
[5] Ferrari, Carlo, Daniele Marini, and Michele Moro. "An
adaptive typing biometric system with varying users
model." In 2018 32nd International Conference on
Advanced Information Networking and Applications
Workshops (WAINA), pp. 564-568. IEEE, 2018.
[6] Shen, Sung-Shiou, Tsai-Hua Kang, Shen-Ho Lin, and
Wei Chien. "Random graphic user password
authentication scheme in mobile devices." In 2017
International conference on applied system
innovation (ICASI), pp. 1251-1254. IEEE, 2017.
[7] Alsuhibany, Suliman A., Muna Almushyti, Noorah
Alghasham, and Fatimah Alkhudier. "Analysis offree-
text keystroke dynamics for Arabic language using
Euclidean distance." In 2016 12th International
ConferenceonInnovationsinInformationTechnology
(IIT), pp. 1-6. IEEE, 2016.
[8] Ahmed, Ahmed A., and Issa Traore. "Biometric
recognition based on free-text keystroke dynamics."
IEEE transactions on cybernetics 44, no. 4 (2013):
458-472.
[9] Huang, Jiaju, Daqing Hou,andStephanieSchuckers."A
practical evaluation of free-text keystrokedynamics."
In 2017 IEEE International Conference on Identity,
Security and Behavior Analysis (ISBA), pp.1-8. IEEE,
2017.
[10] Senathipathi, K., and Krishnan Batri. "An analysis of
particle swarm optimization and genetic algorithm
with respect to keystroke dynamics." In 2014
international conference on green computing
communication and electrical engineering(ICGCCEE),
pp. 1-11. IEEE, 2014.

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