android applications reducing risk using static analysis - Codeshoppy

Android applications reducing risk using static analysis - Codeshoppy

Next step is the installation of an app in which the when downloading the application (.apk file) the user has to check the EULA of a particular app to be downloaded. Every app asks for permission. The permission asking the private information leaks the data prominent too vulnerable attacks. After verification of an app the users can do the installation of an app

Once the permission is listed it identifies the private risk permission and analyzes it .In this paper, the identification of the permission is classified according to its level of permission. It identifies the type of permission and list the malicious app detection. It is using the feature extraction algorithm called Principal component Analysis (PCA) and Sequential Forward selection (SFS) to recognize the permissions on the app. •Sequential Forward Selection(SFS):SFS, recognized as a feature selection process where selecting a subset of relevant features (variables, predictors)for use in model construction.SFS sequentially adds features to an empty candidate set until the addition of further features cannot improve the prediction performance. •Principal component analysis (PCA): PCA is a arithmetical procedure that uses an orthogonal transformation to change a set of observations of feasibly correlated variables into another set of values containing of linearly uncorrelated variables called (PC) principal components .

f:id:androidapplication:20201201194743p:plain

 

in order to minimize the risk permission (i.e.) prevention of private leakage we use the centralized algorithm. The centralized algorithm is to solve the numerous request of permission presenting the “Centralized algorithm” were demanding to provide legal and limited permission.For an installation of an app, it requires a ‘n’ number of permissions, where in order to reduce the permission we prefer this algorithm. In this algorithm only two process are involved. They are: Request and Release.

When the permission provided is accepted level user grants the permission, whereas if the user identifies the unwanted risk permission, it denies the request and limits the permission. Now if the process (app) is selected in the coordinator (system) (e.g., the one running on the machine with the highest permission).Whenever a process (app) wants to install it requests for permission. The permissions are limited if it asks for the private data for it provides “deny message” and helps to the access the app with selected permission.

http://wellapets.com/

ieeesa-events.org

Overall Architecture Android terminal detection technology - codeshoppy

Overall Architecture Android terminal detection technology - codeshoppy

On considering the dynamic analysis the work of the malware detection is based on Copper Droid where analyzing the android level semantics, characterizing the general behavior  .But it has certain limitation where the behaviors of android are not analyzed. Next Taint Droid based on android level semantics and filtering of the irrelevant behaviors . Taint Droid is alerting the information leakage of unintended data to intended data. Profile Droid based on behaviors of the system and focus on the android level semantics . Droid Scope focused on the android level semantics, analyzing the internal behaviors

In considering upon an installation of the app, permissions play a key role in it. Many users are unaware of installation permission where the users of ignorant to the malicious threats. Lots of unnecessary permission leaks to the unauthorized users where leading a malicious activity. Thus the proposed work is introduced in order to minimize the risk permission which preventing the privacy data to be leaked.

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The user is the first entry point in which enters the login credentials during the installation particular app. The user has to check the description details of every app, and read the terms and conditions of an app before entering the credentials.To protect the information from unauthorized access security is provided as the main criteria in which every user has proper authentication

Next step is the installation of an app in which the when downloading the application (.apk file) the user has to check the EULA of a particular app to be downloaded. Every app asks for permission. The permission asking the private information leaks the data prominent too vulnerable attacks. After verification of an app the users can do the installation of an app

http://arms10.org/android/

benoitmojon.com

Developing Android App, Application Framework - codeshoppy

Developing Android App, Application Framework - codeshoppy

The advent of new mobile technologies, the mobile application industry is advancing rapidly. Consisting of several operating systems like symbian OS, iOS, blackberry, etc., Android OS is recognized as the most widely used, popular and user-friendly mobile platform. This open-source linux kernel-based operating system offers high flexibility due to its customization properties making it a dominant mobile operating system. Android applications are programmed in java language. Google android SDK delivers a special software stack that provides developers an easy platform to develop android applications. Moreover, developers can make use of existing java IDEs which provides flexibility to the developers. Java libraries are predominant in the process of third-party application development. Cross-platform approaches make sure that developers do not have to develop platform-dependent applications. With the help of these approaches, an application can be deployed to several platforms without the need for changes in coding. However, android is more prone to security vulnerabilities which the majority of the users do not take into account. Any android developer can upload their application on the android market which can cause a security threat to any android device. These applications do not have to go through rigorous security checks. In this paper, a layered approach for android application development along with various cross-platform approaches is discussed. Moreover, a brief introduction to new android platforms including security framework as well as security systems is discussed.

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In Android operating system, there are two ways in which an application can be launched. First, zygote can be forked to create new application process when the process is not present n the background. Second, resume a process already present in background . Depending on whether the process is being forked or resumed, the launch time of an application changes. Application’s launch time is defined as the time it takes from the moment the user touches the icon to the moment the application’s activity shows up on the screen. The Table 1 shows the 1st launch (forking) and the 2nd launch (resuming) of various application collected from Samsung Galaxy S5 through android logcat . click here

the current algorithm of LMK kills on the basis of Least Recently Used (LRU) list . This list is maintained in the order of which the application have been launched i.e. applications which are opened recently will remain in the list while the ones which were opened earlier will get replaced.

In general scenario, user opens few applications frequently than others. Both of our proposed solutions decrease the probability of killing such important user applications by LMK in memory crunch scenarios. In our proposed solution, we have added more parameter checks to LMK algorithm to make sure killing of applications occur not only based on LRU list but also based on the importance of the application to the user.

 

codeshoppy.com

goo.gl

multi-modal method for real-time assessment during web designing - codeshoppy

multi-modal method for real-time assessment during web designing - codeshoppy

The World Wide Web is a place where people can shop, read articles, search for information of all kinds. Like other activities that are carried out by people offline, browsing the Web involves very complex cognitive processes. According to the Cognitive Load Theory, the human cognitive capacity is limited to processing a few pieces of information at a given time, because the cognitive resources available during the execution of a task are limited too. Many authors have pointed out that browsing the Web generally implies a high cognitive load. Interestingly, recent research studies have shown that it is possible to decrease the cognitive load during Web browsing by following specific Web design rule sets and guidelines. Despite this knowledge and the potential relevance of the topic, at the best of our knowledge no study has yet investigated how specific task have an impact in terms of cognitive load and user experience. There is also a lack of knowledge on how web design techniques can actually reduce cognitive load. On the basis of these observations, the proposed study has two main objectives: (1) to investigate the user experience while performing comprehension task on the Web through the adoption of a real-time multi-level assessment, with particular attention on cognitive load; (2) to test the relationship between specific aspects of web design and users experience. The experimental design and protocol of the study will be presented and discussed.

 

f:id:androidapplication:20200101184543p:plain

Like many other activities that are carried out by people "offline", browsing the Web is a very complex cognitive process, especially for the presence of a number of stimuli that must be processed by the human brain. Tasks like reading articles, online shopping and information retrieval require the correct integration of different stimuli and the proper functioning of different cognitive abilities (e.g.: working memory, attention, perception, etc.) click here

Research literature shows that human cognitive capacity can only process a few elements of information at a given time because the cognitive resources available during the execution of a task are limited and they are used selectively and limited towards achieving a specific goal .

A heavy cognitive load may hinder information processing, perception of stimuli and learning intended as study and memorization, particularly during complex activities that require to process a lot of information . Some recent studies  have pointed out that the Web generally requires a high cognitive effort and, therefore, it is often the cause of cognitive load increase . Therefore, in terms of cognitive load theory, in order to maximize usability and accessibility of a website it is important to minimize cognitive effort, taking the role and limitations of working memory into account. Recent studies have pointed out that the Web imposes a high cognitive load, that increases when web pages. Read More

 

codeshoppy.com

ieeesa-events.org

goo.gl

 

Results and Discussion design guidelines in webdesigning - codeshoppy

Results and Discussion design guidelines in webdesigning - codeshoppy

Nowadays, websites are not only be accessed by computers with a large screen. They were mostly accessed via mobile devices such as tablets and smartphones that relatively have smaller screen size. Almost every website has their different style and visual appearance concerning content and information delivery. Even though they were visually looked different, they were mostly designed and developed by using one of one column, two columns, or three columns layout. The way to properly deliver content and information on a smaller screen size becomes a challenging matter. Responsive Web Design approach allows a single web page to be differently visualized based on the screen size of the accessing device. Such layout changing may affect the amount of information to be displayed on the screen, hence affecting the effectiveness and efficiency of information delivery in a web page. This study compares the effectiveness and efficiency of a web page that is being displayed on a computer screen, tablet, and smartphones. How the implementation of Materials Design Guidelines and User-Centered Design approaches in the design process may affect the effectiveness and efficiency of content and information delivery of a web page on smaller screens were also evaluated and presented. This research shows that User Centered Design and Material Design Guidelines improve the effectiveness and efficiency of content delivery on both tablet and smartphone. Materials Design Guidelines provide better usability improvement than User Centered Design approach for the smartphone screen regarding content delivery efficiency for web pages designed in three columns layout.

f:id:androidapplication:20200102154434p:plain

The Web has become a commonly used media to convey the information. In addition to conveying the information, a website is also used as an application and even become an information system. At the beginning of the trend of mobile device usage that can access the internet, the companies or information service providers use two different platforms in providing information services and applications on the internet, i.e. desktop and mobile. Initially, website owners provide several website versions to make website’s User Interface (UI) comply with different devices or different browser's screen resolutions. They usually create two versions of their websites which is the main one is targeting for desktop users and the other one is for mobile users.Click Here

Hence the website designers and developers should be better in arranging their contents in such a way that the website can be well-used regardless the variations in user's platforms, devices, and screen resolutions.

goo.gl

 

Different browser’s resolution size between different devices, especially mobile devices, can lead to a design problem. The problem may occur when a web page is being accessed through a browser which its viewport is below the expected minimum width . This condition may cause critical links, components, as well as some other important information, which should have been presented to users, are being hidden. The needs to do vertical or horizontal scrolling will decrease the deliverable effect of certain values from the website. Moreover, it can reduce the overall website experience for their users . Read More

codeshoppy.com

 

Online Shopping for Android, PHP, Dotnet & Django Python Projects - CodeShoppy

Online Shopping for Android, PHP, Dotnet & Django Python Projects - CodeShoppy

The World Wide Web is a place where people can shop, read articles, search for information of all kinds. Like other activities that are carried out by people offline, browsing the Web involves very complex cognitive processes. According to the Cognitive Load Theory, the human cognitive capacity is limited to processing a few pieces of information at a given time, because the cognitive resources available during the execution of a task are limited too. Many authors have pointed out that browsing the Web generally implies a high cognitive load. Interestingly, recent research studies have shown that it is possible to decrease the cognitive load during Web browsing by following specific Web design rule sets and guidelines. Despite this knowledge and the potential relevance of the topic, at the best of our knowledge no study has yet investigated how specific task have an impact in terms of cognitive load and user experience. There is also a lack of knowledge on how web design techniques can actually reduce cognitive load. On the basis of these observations, the proposed study has two main objectives: (1) to investigate the user experience while performing comprehension task on the Web through the adoption of a real-time multi-level assessment, with particular attention on cognitive load; (2) to test the relationship between specific aspects of web design and users experience. The experimental design and protocol of the study will be presented and discussed.

f:id:androidapplication:20200102154434p:plain

Toll gate payment system have been of great assistance in lessening the over congestion that has become a part of the metropolitan cities these days. It is one of the uncomplicated ways to manage the great rum of traffic. The travelers passing through this mode of transport, carried by their transport that allows them to be aware of the account of the money that has been paid and the money left in the tag. It relieves the traveler of the burden of waiting in the queue to make the toll payment, which decreases the fuel-consumption and also taking cash with them can be avoided.

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