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Detection of phishing websites
Presented by
M.Srikanth
Contents
1. Abstract
2. Existing System
3. Proposed system
4. Link Guard Algorithm
5. Conclusion
6. References
Abstract
 Phishing is a new type of network attack where the attacker
creates a replica of an existing web page to fool users in to
submitting personal, financial, or password data to what they
think is their service provider’s website .The concept is a end-
host based anti-phishing algorithm, called the Link Guard, by
utilizing the generic characteristics of the hyperlinks in phishing
attacks. The link Guard algorithm is the concept for finding the
phishing emails sent by the phisher to grasp the information of
the end user. Link Guard is based on the careful analysis of the
characteristics of phishing hyperlinks. Each end user is
implemented with Link Guard algorithm. After doing so the end
user recognizes the phishing emails and can avoid responding to
such mails. Since Link Guard is characteristics based it can
detect and prevent not only known phishing attacks but also
unknown ones
Existing system
 The existing approaches for anti phishing are:
 Detect and block the phishing Web sites manually in time
 Enhance the security of the web sites at the time of developing
 Block the phishing e-mails by various spam filter soft wares
 Installing online anti-phishing software in user’s computers
Proposed system
The following are the activities can be performed
in the proposed system:
 Classification of the hyperlinks
 Using LINK GUARD ALGORITHM for finding the phishing e-mails
 Creating LINK GUARD IMPLEMENTED CLIENT
Link guard algorithm
Comm: This collects the information of the
input process, and sends these related
Information’s to the Analyzer.
Database: Store the white list, blacklist, and the
user input URLs.
Analyzer: It is the key component of Link
Guard, which implements the Link Guard
Algorithm; it uses data provided by Comm and
Database, and sends the results to the Alert and
Logger modules.
Alerter: When receiving warning messages
from Analyzer, it shows the related information
to alert the users and send back the reactions of
the user back to the Analyzer.
Logger: Archive the history information, such
as user events, alert information, for future use.
Advantages and real time
applications examples
 Email systems
 Notification systems
TECHNICAL
ARCHITECTURE
register
login
compose mail
send mail
user
receive mail
USE CASE DIAGRAM FOR
USER
USE CASE DIAGRAM FOR
PHISHING SYSTEM
Use case diagram
CLASS DIAGRAM
Activity Diagram for Mail System
Activity Diagram for compose,send
and receive mail
Sequence diagram for compose, send
and receive mail
Sequence diagram for link guard
algorithm
Conclusion
 At present generation attackers are more in networks,
phishing has become major security problem, causing many
losses by hacking he legal data that are used by the user.
 Phishers set their own fake websites which exactly looks like
the original website including applying DNS server
name,setting up web server and creating web pages similar
to destination website.
 So in this paper we had designed link guard algorithm which
is a character based.
 It had detected many attackers by using APWG(anti phishing
working group). Link guard is implemented for all OS, it can
detect upto 96% of unknown phishing attacks.
 Link guard is used for detecting the phishing attacks and
also malicious links in web pages.
References
 Link guard algorithm working
 M.Madhuri,K.Yeseswini,U.VidyaSagar “Intelligent Phishing
Website Detection and Prevention System by Using Link Guard
Algorithm” ISSN:2231-1882, Volume-2,Issue-2,2013
 V. Suganya “ A Review on Phishing Attacks and Various Anti
Phishing Techniques” ISSN 0975 – 8887 (Online) Volume 139
– No.1, April 2016
Detection of phishing websites

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Detection of phishing websites

  • 1. Detection of phishing websites Presented by M.Srikanth
  • 2. Contents 1. Abstract 2. Existing System 3. Proposed system 4. Link Guard Algorithm 5. Conclusion 6. References
  • 3. Abstract  Phishing is a new type of network attack where the attacker creates a replica of an existing web page to fool users in to submitting personal, financial, or password data to what they think is their service provider’s website .The concept is a end- host based anti-phishing algorithm, called the Link Guard, by utilizing the generic characteristics of the hyperlinks in phishing attacks. The link Guard algorithm is the concept for finding the phishing emails sent by the phisher to grasp the information of the end user. Link Guard is based on the careful analysis of the characteristics of phishing hyperlinks. Each end user is implemented with Link Guard algorithm. After doing so the end user recognizes the phishing emails and can avoid responding to such mails. Since Link Guard is characteristics based it can detect and prevent not only known phishing attacks but also unknown ones
  • 4.
  • 5. Existing system  The existing approaches for anti phishing are:  Detect and block the phishing Web sites manually in time  Enhance the security of the web sites at the time of developing  Block the phishing e-mails by various spam filter soft wares  Installing online anti-phishing software in user’s computers
  • 6. Proposed system The following are the activities can be performed in the proposed system:  Classification of the hyperlinks  Using LINK GUARD ALGORITHM for finding the phishing e-mails  Creating LINK GUARD IMPLEMENTED CLIENT
  • 7. Link guard algorithm Comm: This collects the information of the input process, and sends these related Information’s to the Analyzer. Database: Store the white list, blacklist, and the user input URLs. Analyzer: It is the key component of Link Guard, which implements the Link Guard Algorithm; it uses data provided by Comm and Database, and sends the results to the Alert and Logger modules. Alerter: When receiving warning messages from Analyzer, it shows the related information to alert the users and send back the reactions of the user back to the Analyzer. Logger: Archive the history information, such as user events, alert information, for future use.
  • 8. Advantages and real time applications examples  Email systems  Notification systems
  • 9.
  • 11. register login compose mail send mail user receive mail USE CASE DIAGRAM FOR USER
  • 12. USE CASE DIAGRAM FOR PHISHING SYSTEM
  • 15. Activity Diagram for Mail System
  • 16. Activity Diagram for compose,send and receive mail
  • 17. Sequence diagram for compose, send and receive mail
  • 18. Sequence diagram for link guard algorithm
  • 19. Conclusion  At present generation attackers are more in networks, phishing has become major security problem, causing many losses by hacking he legal data that are used by the user.  Phishers set their own fake websites which exactly looks like the original website including applying DNS server name,setting up web server and creating web pages similar to destination website.  So in this paper we had designed link guard algorithm which is a character based.  It had detected many attackers by using APWG(anti phishing working group). Link guard is implemented for all OS, it can detect upto 96% of unknown phishing attacks.  Link guard is used for detecting the phishing attacks and also malicious links in web pages.
  • 20. References  Link guard algorithm working  M.Madhuri,K.Yeseswini,U.VidyaSagar “Intelligent Phishing Website Detection and Prevention System by Using Link Guard Algorithm” ISSN:2231-1882, Volume-2,Issue-2,2013  V. Suganya “ A Review on Phishing Attacks and Various Anti Phishing Techniques” ISSN 0975 – 8887 (Online) Volume 139 – No.1, April 2016