International Journal of Engineering and Advanced Technology
Hardly a facet of human life is not influenced by the Internet due to the continuous proliferatio... more Hardly a facet of human life is not influenced by the Internet due to the continuous proliferation in the Internet facilities, usage, speed, user friendly browsing, global access, etc. At flip side, hackers are also attacking this digital world with new tactics and techniques through exploiting the web application vulnerabilities. The analysis of these vulnerabilities is of paramount importance in direction to secure social digital world. It can be carried out in two ways. First, manual analysis which is error prone due to the human nature of forgiveness, dynamic change in technology and fraudulence attack techniques. Second, through the existing web application vulnerability scanners that sometime may suffer from generating false alarm rate. Hence, there is a need to develop a framework that can detect different levels of vulnerabilities, ranging from client side vulnerabilities, communication side vulnerabilities to server side vulnerabilities. This paper has carried out the liter...
Nowadays, eHealth service has become a booming area, which refers to computer-based health care a... more Nowadays, eHealth service has become a booming area, which refers to computer-based health care and information delivery to improve health service locally, regionally and worldwide. An effective disease risk prediction model by analyzing electronic health data benefits not only to care a patient but also to provide services through the corresponding data-driven eHealth systems. In this paper, we particularly focus on predicting and analysing diabetes mellitus, an increasingly prevalent chronic disease that refers to a group of metabolic disorders characterized by a high blood sugar level over a prolonged period of time. K-Nearest Neighbor (KNN) is one of the most popular and simplest machine learning techniques to build such a disease risk prediction model utilizing relevant health data. In order to achieve our goal, we present an optimal K-Nearest Neighbor (Opt-KNN) learning based prediction model based on patient's habitual attributes in various dimensions. This approach determines the optimal number of neighbors with low error rate for providing better prediction outcome in the resultant model. The effectiveness of this machine learning eHealth model is examined by conducting experiments on the real-world diabetes mellitus data collected from medical hospitals.
If you are alive and have used a computer, smart phone or other WIFI enabled device within the pa... more If you are alive and have used a computer, smart phone or other WIFI enabled device within the past two years, you have been exposed to cloud computing. Cloud computing has pervaded the world of technology since the past few years in a massive way and its popularity fails to diminish. When first introduced to this technology, one would believe that the potential for crashing networks, theft of proprietary business data, and rampant viruses would prevent organizations from exposing themselves to such risks. If you think this way, you are wrong. In an effort to cut costs, as they struggle to climb out of chaos and confusions caused by the recession, companies have welcomed cloud computing strategies with open arms. Companies and organizations continually grapple with the challenges of protecting the information stored in-house from outside attacks. Moving from architectures built for on-premises services and secured by firewalls and threat-detection systems to mobile environments, exp...
The "cloud computing" trend of replacing software traditionally installed on campus com... more The "cloud computing" trend of replacing software traditionally installed on campus computers (and the computers themselves) with applications delivered via the internet is driven by aims of reducing universities' IT complexity and cost. While today's "cloud powered" higher education institutions can gain significant flexibility and agility, the corresponding migration of their sensitive data into remote, worldwide data centres--the "cloud" itself--introduce profound legal, compliance, and political issues. This is particularly true in the university community, which, given the data members handle, can be subject to everything from financial regulations and insurance laws to export controls. This paper seeks to provide an overview of cloud computing, the different deployment models and explores the challenges around cloud computing in general and challenges specific to Higher Education Implementation. INTRODUCTION The definition of cloud computi...
The advent of internet is more than half a century old. Its extensive use by common man is also n... more The advent of internet is more than half a century old. Its extensive use by common man is also nearly two decades old. We have been seeing its presence in all walks of life for more than a decade. Its use is been revolutionizing lives and transforming nations. We believe there's least scope for the argument; undoubtedly, internet's advantages are enormous. As on Dec. 31, 2011, world internet penetration percentage in comparison to population was just 32.7. After being in use for more than half a century penetration rate of 32.7% sounds to be discouraging. This study is an attempt to find out the world internet penetration, reasons of such slow growth rate of internet penetration and its prospects in the near future. This paper completely relies on secondary source.
International Journal of Engineering and Advanced Technology
Hardly a facet of human life is not influenced by the Internet due to the continuous proliferatio... more Hardly a facet of human life is not influenced by the Internet due to the continuous proliferation in the Internet facilities, usage, speed, user friendly browsing, global access, etc. At flip side, hackers are also attacking this digital world with new tactics and techniques through exploiting the web application vulnerabilities. The analysis of these vulnerabilities is of paramount importance in direction to secure social digital world. It can be carried out in two ways. First, manual analysis which is error prone due to the human nature of forgiveness, dynamic change in technology and fraudulence attack techniques. Second, through the existing web application vulnerability scanners that sometime may suffer from generating false alarm rate. Hence, there is a need to develop a framework that can detect different levels of vulnerabilities, ranging from client side vulnerabilities, communication side vulnerabilities to server side vulnerabilities. This paper has carried out the liter...
Nowadays, eHealth service has become a booming area, which refers to computer-based health care a... more Nowadays, eHealth service has become a booming area, which refers to computer-based health care and information delivery to improve health service locally, regionally and worldwide. An effective disease risk prediction model by analyzing electronic health data benefits not only to care a patient but also to provide services through the corresponding data-driven eHealth systems. In this paper, we particularly focus on predicting and analysing diabetes mellitus, an increasingly prevalent chronic disease that refers to a group of metabolic disorders characterized by a high blood sugar level over a prolonged period of time. K-Nearest Neighbor (KNN) is one of the most popular and simplest machine learning techniques to build such a disease risk prediction model utilizing relevant health data. In order to achieve our goal, we present an optimal K-Nearest Neighbor (Opt-KNN) learning based prediction model based on patient's habitual attributes in various dimensions. This approach determines the optimal number of neighbors with low error rate for providing better prediction outcome in the resultant model. The effectiveness of this machine learning eHealth model is examined by conducting experiments on the real-world diabetes mellitus data collected from medical hospitals.
If you are alive and have used a computer, smart phone or other WIFI enabled device within the pa... more If you are alive and have used a computer, smart phone or other WIFI enabled device within the past two years, you have been exposed to cloud computing. Cloud computing has pervaded the world of technology since the past few years in a massive way and its popularity fails to diminish. When first introduced to this technology, one would believe that the potential for crashing networks, theft of proprietary business data, and rampant viruses would prevent organizations from exposing themselves to such risks. If you think this way, you are wrong. In an effort to cut costs, as they struggle to climb out of chaos and confusions caused by the recession, companies have welcomed cloud computing strategies with open arms. Companies and organizations continually grapple with the challenges of protecting the information stored in-house from outside attacks. Moving from architectures built for on-premises services and secured by firewalls and threat-detection systems to mobile environments, exp...
The "cloud computing" trend of replacing software traditionally installed on campus com... more The "cloud computing" trend of replacing software traditionally installed on campus computers (and the computers themselves) with applications delivered via the internet is driven by aims of reducing universities' IT complexity and cost. While today's "cloud powered" higher education institutions can gain significant flexibility and agility, the corresponding migration of their sensitive data into remote, worldwide data centres--the "cloud" itself--introduce profound legal, compliance, and political issues. This is particularly true in the university community, which, given the data members handle, can be subject to everything from financial regulations and insurance laws to export controls. This paper seeks to provide an overview of cloud computing, the different deployment models and explores the challenges around cloud computing in general and challenges specific to Higher Education Implementation. INTRODUCTION The definition of cloud computi...
The advent of internet is more than half a century old. Its extensive use by common man is also n... more The advent of internet is more than half a century old. Its extensive use by common man is also nearly two decades old. We have been seeing its presence in all walks of life for more than a decade. Its use is been revolutionizing lives and transforming nations. We believe there's least scope for the argument; undoubtedly, internet's advantages are enormous. As on Dec. 31, 2011, world internet penetration percentage in comparison to population was just 32.7. After being in use for more than half a century penetration rate of 32.7% sounds to be discouraging. This study is an attempt to find out the world internet penetration, reasons of such slow growth rate of internet penetration and its prospects in the near future. This paper completely relies on secondary source.
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Papers by Asra Kalim