Analysis on Credit Card Fraud Detection Methods CSE Project Abstract

Credit card fraud detection Project covers different methods which are used for detecting the fraud system in case of the credit cards. Now days due to the rapid increase in the E-Commerce applications, the usage of the credit card has increased drastically. 

With the high usage of the credit card system there could chances for the fraud management to occur.  Now a day the transaction through the credit card has increased along with the frauds cases.  In the real time scenarios the fraud transactions are done with the genuine transactions and a simple method are not sufficient for detecting them in an accurate manner. Hence banks are looking forward to overcome the losses of the fault credit card system. 

Explanation on Credit Card Fraud Detection Techniques:

In general the modern techniques which are used for detecting the fault credit card system include usage of the data mining, fuzzy logic and also the implementation of the artificial intelligence. A proper analysis on all these techniques will helps to provide efficient system for detecting the fraud system. And also a study is conducted on all techniques which are used in this mechanism and also the design criteria are also provided. 

Conclusion on Fraud Detection in Credit cards:

We can conclude that an efficient credit card fraud detection system is required for any bank so that the losses can be overcome. A lot of research has been done on this and a number of the new techniques are even proposed. Among them the Fuzzy fraud detection system is considered as an efficient system for detecting the fraud system. All the techniques which were discussed have its own limitations and strengths. A survey helps us to come with hybrid approach for the fraud detection system.

Analysis of OpenCL on CUDA Platform IIT Thesis for CSE Students

This Thesis is about the study of the OpenCL. It is considered as a framework where programs which are written can be executed on multiple platforms which consist of several units like central processing unit, processors, and also graphical processing unit.

OpenCL is capable of performing the computations in a parallel manner. The parallel execution can be either task based or even can be data based. The main aim of this project is to study the new platform OpenCL which is launched in recently.

There is a huge development from the past years in the field of the High Scale Computation especially much development is observed in the field of the General Purpose Graphical processing unit.

With the feature of the platform independency OpenCL is demanded by many when compared to that of technologies of CUDA. Which are capable of performing the computations on fixed number of graphical card.

When we compare the non CUDA, then we have only option of the heterogeneous system called OpenCL for the sake of the high scalable feature and when we speak about CUDA we have options either OpenCL or even CUDA.

In this project a comparison is done based on the performance of the two systems which are CUDA based systems. Based on the performance we will reach to the conclusions which will more suites for the demand of high scale computation.

We can conclude that OpenCL is capable of performing the computations in a parallel manner. The parallel execution can be either task based or even can be data based.

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Latest CSE PPT Topic on Analysis of the Algorithm

Introduction to  CSE PPT Topic on Analysis of the Algorithm:

This Analysis of the Algorithm Paper Presentation is about the analysis of the algorithm. An algorithm is defined as set of instructions which are written for solving a problem. 

In case of any computing problem there is a need for improving the efficiency of the algorithm so that more data can be processed and also the execution can be done faster. The algorithm is more useful in situation where the complexity in the problem. In order to reduce the execution times where there are a large number of instructions. The algorithmic approach provides a simple and clear solution to the problem

The analysis of the problem is done so that the resources which are needed are known beforehand. The resources can be related to the computational time, can be the memory and also the bandwidth of the communication.

In some algorithms security can be even provided using the cryptographic functions so that the security is attained by the process of encryption and also decryption. The data is encrypted so that the data is hidden and not exposed for ensuring the security and then decrypted once the data is delivered to the destination.

Hash tables are used for searching the data in the data structures. It involves various operations related to the insertion, also deletion and also the updating of the data. In the analysis of the algorithm the worst case is used to providing the upper bound during the execution time. The best case involves the input where the algorithm executes in a faster way. In the average case it is used for predicting the execution time.

We can conclude that the algorithmic approach provides a simple and clear solution to the problem.

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Latest Paper Presentation Topic on Analysis of Algorithms

Introduction to Paper Presentation Topic on Analysis of Algorithms:

Analysis of Algorithms Paper Presentation covers detail information regarding the algorithm. An algorithm is defined as set of instructions which are written for solving a problem. The set of values are provided as input and as output we can expect a value or a set of values.

The algorithm which is set of instructions can be written in simple language like English, or can be provided as a computer program or even can be implemented as a pseudo-code.  The data structures can be used for the organizing the data.

When we discuss about the reasons for developing an algorithm it can be due to many reasons like reducing the complexity in case of a typical program, reducing the execution time in case of large number of instructions. The algorithmic approach provides a simple and clear solution to the problem.

We perform analysis on only the correct algorithms. These algorithms if we provide the correct input instance then they result in correct output.  When we analyse any problem we can know the resources which are needed in beforehand. The resources can be related to the computational time, can be the memory and also the bandwidth of the communication.

The analysis of the algorithms can depend on several factors related to the algorithm or can vary based on input values and even the compiler. The main question is how to measure the efficiency of the algorithm. In this paper we have provided the solution as number of operations that are performed by the algorithm.

We can conclude that algorithm is defined as set of instructions which are written for solving a problem. The algorithmic approach provides a simple and clear solution to the problem.

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CSE PPT Topic on Analysis Model Paper Presentation

Introduction to CSE PPT Topic on Analysis Model:

Analysis Model Paper Presentation explains about the analysis model. The main objectives of this model are for describing the requirements of the customer, creation of a software design and also the set of requirements for validating when the software is developed.

To perform the analysis we build a model so that the system can be understood in a better way. Also when the systems are complex we build models so that complexity reduces. The aim of the analysis is for providing visualization of the system; it is used for documenting the decisions and also involves the specification of the structure of the system.

The model is capable of relating among the data objects. The focus is mainly on the data domain. Processing of the data objects is done independently. The entity relationship model is used for the giving the relationship between the entities or objects. It is the simplest way of the representation of the model.

The entity relation model consists of various objects or entities. The relationship between the objects is represented using the arrows and the relationship gives the cardinality relation between the objects.

The feature of the object oriented approach can be attained using various models related to the aggregation and also the models related to inheritance. In the model of the inheritance the object classes are organised into the hierarchy. All the features of the classes which are common are placed at the top of the hierarchy. One object is capable of inheriting the attributes and also services from one class to other class. 

Whereas when we consider the aggregation model, the aggregation model is used for denoting the classes which are composed from other classes.

We can conclude that analysis model is used for describing the requirements of the customer, creation of a software design and also the set of requirements for validating when the software is developed. 

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Latest CSE Seminar Topic on An Operating System for Multicore and Clouds

Introduction to An Operating System for Multicore and Clouds Seminar Topic:

An Operating System for Multicore and Clouds CSE seminar topic explains about an operating system for the multicore and clouds. And also all its mechanisms and also the implementation are also provided. For providing the efficient computing capabilities for the user, both the cloud computers and also the multicore processors provide an efficient hardware. 

In order for the user to enjoy the computational capabilities the operating systems are needed for the hardware. The existing multicore systems are not capable of supporting number of cores and also not even clouds. 

In the present days the cloud systems creates complexity to the user that he needs to manage the individual virtual machines and also requires to deal with the concerns at the system-level. FOS is considered as an operating system for single system image over multicore and also the cloud systems. 

FOS is capable of meeting the challenges by dividing the operating system into a number of services of the system. Further the system is decomposed into number of independent servers so that the communication is possible via messages. The main goal of this paper is providing an operating system which can serve both the systems of cloud and also the multicore. 

The systems of the cloud computing and also the multicores has provided classes for the application development and but also face some challenges. The challenges can occur in the resource pools and also the computing infrastructure. FOS allows the developer for focussing on the application-level problem without any distractions in the system infrastructure. 

We can conclude that for providing the efficient computing capabilities for the user, both the cloud computers and also the multicore processors provide an efficient hardware. 

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Privacy and Anonymous Communication PPT Presentation

Introduction to Privacy and Anonymous Communication Presentation:

Privacy and Anonymous Communication presentation is about the anonymous communication. This paper includes various concepts related to the privacy and also the analysis of the traffic, the communication which is anonymous, also the onion routing and also the attacks on anonymity.

The property of privacy includes the protecting of the information so that the unauthorized users will not have access to the information. Whereas the traffic analysis includes the intercepting and also the examining of the messages so that information is obtained from the patterns of communication. Also the analysis includes the information about the size and also the frequency of the transfer of the data.

The property of the anonymous communication involves ensuring the security communication between two parties so that the third party is not capable of knowing the information. The implementation of this type of communication is done using several methods like Broadcast and also using proxy.

The onion routing mechanism is implementation of the anonymous communication in a computer network. For ensuring the security the messages which are to be sent are encrypted and then sent over the network with the help of the networking nodes named as the onion routers. The main goal of its implementation is ensuring the security so that the privacy exists of the sender and also the receiver of the message.

We can conclude that anonymous communication involves ensuring the security communication between two parties so that the third party is not capable of knowing the information. The implementation of this type of communication is done using several methods like Broadcast and also using proxy. 

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Introduction to Bluetooth Technology Seminar Topic

The paper is about the Bluetooth. In this project we have described about the Bluetooth, its goal, also includes the brief history of it. This paper also includes various modules and also the real time applications of Bluetooth. 

In this paper, we use Bluetooth for the sensor network regime. We will discuss a multihop network procedure that leverages Bluetooth’s device protocol, and also discuss the way the Bluetooth plays a vital role in-network query processing.

The results show that despite of limitations the Bluetooth sensor nodes exhibits properties such as energy per bit sent ratio. 

There are two types of radio components for sensor nodes: those based on fixed frequency carriers and those based on spread-spectrum transmissions such as Bluetooth, the sensor nodes within a certain range make use of the separate channels so that the data is transmitted. 

Our results says that Bluetooth based sensor networks are well suited for applications such as mounted operations which exchanges data heavily during a period of time.

Our experiments with the BTnodes suggest that Bluetooth based sensor nodes could be appropriate for applications exchanging huge amount of data during a limited time period. 

For more information on this topic refer to:

Bluetooth Technology Seminar Report

Bluetooth is considered as the best device for communications because of the following features i.e. interoperability can either exhibit between the devices or can be between the manufacturers. The implementation of the Bluetooth is easy i.e. it is self operatable without a need of the user’s guide.

It is comparatively less or similar to that of cost of the cable it is getting replaced. It is capable of performing its task at lower power consumption.

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CSE PPT Topic on An Efficient Architecture for 2-D Lifting-based discrete Wavelet Transform

Introduction to An Efficient Architecture for 2-D Lifting-based discrete Wavelet Transform Presentation:

This CSE PPT topic is about an efficient VLSI architecture for implementing the 2-D discrete wavelet transform. The number of applications based on integrated circuits resulted in high performance computing, telecommunications, and consumer electronics has been increasing. In this paper we discuss about VLSI, the whole architecture is designed in such a way that there is an increase in the speed and also the utilization of hardware is done efficiently.

One of the most important characteristics of for today’s services focusses on the higher bandwidth and also high processing power. The other characteristic which is focussed more is the personalized services to the user depending on the user requirement which includes the flexibility also the mobility feature.

When we consider VLSI design styles, several design styles can be considered for chip implementation of specified algorithms. Each design style has its own advantages as well as disadvantages and thus an appropriate choice has to be made by designers in order to provide the functionality at low cost. It includes Field Programmable Gate Array an array of logic cells connected via routing channels. These cells include Special I/O cells and logic cells. When we consider that other design style which comes after FPGA is Gate Array, which is capable of processing fast. The implementation includes with the metal mask design and also processing.

The GA chip utilization factor is higher when compared to that of FPGA and in terms of speed also it is higher. One of the most custom design styles is Semi-Custom design style. All the used logic cells are developed and characterized and stored in cell library. When we consider the full custom design, the mask design implemented without the usage of the library.

We can conclude that the 2-DWT is used in many applications related to the image compression techniques.

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An Alternative to Captcha – Video Captcha B.tech CSE Seminar Report

Introduction to An Alternative to Captcha – Video Captcha Seminar Topic:

This Seminar Topic is about the Video Captcha. It is the technique which is used for implementing the content based video as the Captcha task. These captacha’s are being generated from various sources like YouTube videos which are uploaded by the people. The grading of the videos is given by the usage of all tags which are related to videos. The rate of the success will be around 70% to 90% whereas the attack rate drops drastically to 13%. We can find a better performance of the video Captcha when compared to that of the existing Captcha in terms of usability and also the security.

The video Captcha is the first technique which is capable of distinguishing the humans and also the machines using the videos. Also its properties which are desired are described in the introduction. The challenges are graded automatically. Also the grading can be parameterized so that a balance exists between the usability and also the security. The results which are conducted on the user studies conclude that the video Captcha is considered as a replacement to text-based Captcha.

The main purpose of using Captcha is for avoiding the misuse of the online services which makes programs of creating thousands of the free emails and then used for sending SPAM. The types of the Captcha includes the recognition of the character also the speech recognition and also the understanding of the images.

We can say that the results which are conducted on the user studies conclude that the video Captcha is considered as a replacement to text-based Captcha also we can find a better performance of the video Captcha when compared to that of the existing Captcha in terms of usability and also the security. 

Download An Alternative to Captcha – Video Captcha B.tech CSE Seminar Report.