Inlämning av Examensarbete / Submission of Thesis

Sergey Smirnov MCS-2007:08, pp. 47. TEK/avd. för interaktion och systemdesign, 2007.

The work

Författare / Author: Sergey Smirnov
ssmirnow@msn.com
Titel / Title: Decision Making for Finding an Adequate: Providing trade-off between Performance and Security
Abstrakt Abstract:

The new opportunities that come with the Internet as a worldwide network bring the new threats and risks
for private, institutional and corporate users. Therefore, it is important to integrate the security mechanisms
into a network environment. Due to the significant increase in computers speed and features of applications,
the people are not able any more to make quick and adequate decisions about which security mechanisms
should be applied at the moment. In most cases they choose the strongest security level available. Along
with the high security this approach brings additional costs and resources consumption and drastically
reduces the performance of devices with limited resources. For such devices a trade-off between
performance and security should be provided. Most of the time there are no risks and threats to devices
since there are not under attacks, and the use of strong security wastes the available resources.
A user of computer networks and electronic devices (e.g. PCs, smartphones, PDAs) is faced with a wide
range of different security mechanisms. These mechanisms differ in terms costs, complexity of used
cryptographic algorithms, types of licence, processing speed, and required resources. The user has to make
a decision on which security mechanism to apply. This decision is often based on user's preferences, device
capabilities and available resources.
While a broad range of security mechanisms has been developed to secure devices and networks, too little
attention is given to actual process of making a decision about the required security level with respect to the
set of predefined requirements.
The main goal of this thesis is the developing of a practical decision making model for dynamic reasoning
about an adequate security level providing trade-off between security and performance.
The thesis presents the methodology for security metrics identification, selection and quantification. The
developed approach is not limited to a particular system or number of metrics. The scheme can be used to
select and quantify security metrics for any decision making models and different systems under
consideration.
This thesis analyses the range of decision making methods for their fitness to fulfil the main goal of this
work. Three models are developed based on fuzzy reasoning, simple multi-attribute rating technique
(SMART) and artificial neural networks (ANNs) for making decisions about an adequate security level.
The models take into consideration the selected metrics (e.g. threat level, location, content, resources), and
user's preferences and make a recommendation regarding security level. The models differ in terms number
of security metrics used, user's intervention into decision making process, and number of security levels.
Finally, the thesis presents the results of the experiment that has been conducted to evaluate a performance
of the adaptive approach for selecting an adequate security level. The motivation for this experiment is
based on the fact that decision making process requires additional computations, which can lead to
increased resources consumption and can make the use of adaptive approach impractical. The results show
that with right software design and implementation the computations related to adaptive approach does not
decrease the performance of mobile devices. Furthermore, the use of the adequate security level improves
the resources utilization for memory and battery life. The improvements are feasible already for small data
rates (~3.4 Mb). Thus, for the real life scenarios with the data rates of hundred megabytes, we can expect
significant improvements in resources usage by using an adequate security level

Ämnesord / Subject: Datavetenskap - Computer Science\Software Engineering
Datavetenskap - Computer Science\Electronic Security
Nyckelord / Keywords: Adaptive security, adequate security level, trade-off between performance and security

Publication info

Dokument id / Document id:
Program:/ Programme IT-säkerhet/Security Engineering
Registreringsdatum / Date of registration: 12/13/2007
Uppsatstyp / Type of thesis: D-Uppsats/Magister/Master

Context

Handledare / Supervisor: Henric Johnson
henric.johnson@bth.se
Examinator / Examiner: Rune Gustavsson
Organisation / Organisation: Blekinge Institute of Technology
Institution / School: TEK/avd. för interaktion och systemdesign
S-372 25 Ronneby
+46 455 38 50 00
Anmärkningar / Comments:

E-mail: ssmirnow@msn.com

Files & Access

Bifogad uppsats fil(er) / Files attached: smirnov_master_thesis_final.pdf (636 kB, öppnas i nytt fönster)