STATISTICAL TECHNIQUES FOR DETECTING TRAFFIC ANOMALIES THROUGH PACKET HEADER DATA

  • Type: Project
  • Department: Computer Science
  • Project ID: CPU1448
  • Access Fee: ₦5,000 ($14)
  • Pages: 32 Pages
  • Format: Microsoft Word
  • Views: 674
  • Report This work

For more Info, call us on
+234 8130 686 500
or
+234 8093 423 853
ABSTRACT
This paper proposes a traffic anomaly detector, operated in postmortem and in real-time, by passively monitoring packet headers of traffic. The frequent attacks on network infrastructure, using various forms of denial of service attacks, have led to an increased need for developing techniques for analyzing network traffic. If efficient analysis tools were available, it could become possible to detect the attacks, anomalies and to take action to contain the attacks appropriately before they have had time to propagate across the network. In this paper, we suggest a technique for traffic anomaly detection based on analyzing correlation of destination IP addresses in outgoing traffic at an egress router. This address correlation data are transformed using discrete wavelet transform for effective detection of anomalies through statistical analysis. Results from trace-driven evaluation suggest that proposed approach could provide an effective means of detecting anomalies close to the source. We also present a multidimensional indicator using the correlation of port numbers and the number of flows as a means of detecting anomalies.

TABLE OF CONTENT
TITLE PAGE                                    
CERTIFICATION                                
APPROVAL                                
DEDICATION                                    
ACKNOWLEDGEMENT                        
ABSTRACT                                    
TABLE OF CONTENT                                

CHAPTER ONE
1.0    INTRODUCTION                            
1.1    STATEMENT OF PROBLEM                        
1.2    PURPOSE OF STUDY                            
1.3    AIMS AND OBJECTIVES                         
1.4    SCOPE/DELIMITATIONS                        
1.5    LIMITATIONS/CONSTRAINTS                        
1.6    DEFINITION OF TERMS                        

CHAPTER TWO
2.0    LITERATURE REVIEW                            

CHAPTER THREE
3.0    METHODS FOR FACT FINDING AND DETAILED DISCUSSIONS OF THE SYSTEM
3.1     METHODOLOGIES FOR FACT-FINDING
3.2    DISCUSSIONS             

CHAPTER FOUR
4.0    FUTURES, IMPLICATIONS AND CHALLENGES OF THE SYSTEM
4.1    FUTURES
4.2    IMPLICATIONS
4.3    CHALLENGES

CHAPTER FIVE
5.0    RECOMMENDATIONS, SUMMARY AND CONCLUSION        
5.1    RECOMMENDATION                            
5.2    SUMMARY                                
5.3    CONCLUSION                                
5.4    REFERENCES
                

STATISTICAL TECHNIQUES FOR DETECTING TRAFFIC ANOMALIES THROUGH PACKET HEADER DATA
For more Info, call us on
+234 8130 686 500
or
+234 8093 423 853

Share This
  • Type: Project
  • Department: Computer Science
  • Project ID: CPU1448
  • Access Fee: ₦5,000 ($14)
  • Pages: 32 Pages
  • Format: Microsoft Word
  • Views: 674
Payment Instruction
Bank payment for Nigerians, Make a payment of ₦ 5,000 to

Bank GTBANK
gtbank
Account Name Obiaks Business Venture
Account Number 0211074565

Bitcoin: Make a payment of 0.0005 to

Bitcoin(Btc)

btc wallet
Copy to clipboard Copy text

500
Leave a comment...

    Details

    Type Project
    Department Computer Science
    Project ID CPU1448
    Fee ₦5,000 ($14)
    No of Pages 32 Pages
    Format Microsoft Word

    Related Works

    ABSTRACT The aeromagnetic data of Ubiaja and illushi area that fall within latitude to and longitude to were interpreted qualitatively and quantitatively. The qualitative interpretation revealed that the area is intensely faulted with major anomalies (faults) trending in the northeast and southwest directions. Standard Euler deconvolution, source... Continue Reading
    ABSTRACT The Transmission Control Protocol (TCP) wad designed to provide reliable end-to-end delivery of data over unreliable networks. In practice most TCP deployments have been carefully designed in the context of wired networks. Ignoring the properties of wireless Ad hoc Network can lead to TCP implementations with poor performance. In order to... Continue Reading
    ABSTRACT The Transmission Control Protocol (TCP) wad designed to provide reliable end-to-end delivery of data over unreliable networks. In practice most TCP deployments have been carefully designed in the context of wired networks. Ignoring the properties of wireless Ad hoc Network can lead to TCP implementations with poor performance. In order to... Continue Reading
    CHAPTER ONE INTRODUCTION 1.1 Background of the study Traffic congestion in commercial cities in Nigeria has been a cause for concern for every well-meaning Nigerian who craves for infrastructural development and maintenance. The continuous road traffic congestion in Nigerian cities especially in Lagos which started from the 1980s immediately after... Continue Reading
    ABSTRACT         The main purpose of this project is to Analyze Road Traffic Accident (RTA) data in Nigeria, taking Anambra State as a Case of Study and to find out the major causes of such accident and suggest strategies for preventing or controlling them for the benefit of road users. An Analysis of Accident data recorded between the years... Continue Reading
    ABSTRACT         The main purpose of this project is to Analyze Road Traffic Accident (RTA) data in Nigeria, taking Anambra State as a Case of Study and to find out the major causes of such accident and suggest strategies for preventing or controlling them for the benefit of road users. An Analysis of Accident data recorded between the years... Continue Reading
    ABSTRACT   Biologically, every living thing has a general property. One of these properties is movement. As a result of this movement, some hazard can occur. One of these hazards is accident. Generally, in Nigeria, the major mode of movement is by road. Road accident has become a major threat to lives of citizens of the country especially during... Continue Reading
    TITLE PAGE CHAPTER ONE INTRODUCTION 1.1.    Background of the study Traffic congestion in commercial cities in Nigeria has been a cause for concern for every well-meaning Nigerian who craves for infrastructural development and maintenance. The continuous road traffic... Continue Reading
    ABSTRACT This project is focus on the application of computer graphics in presentation of statistical data. The data ;1owever, is formatted to suit the purpose as demanded for presentation in the form of Pie chart and Bar cha1i. Each of the charts is used to give certain information about the data in pictorial form. Pie chart portrays the... Continue Reading
    ABSTRACT Estimation of rainfall for a desired return period is one of the pre-requisites for any design purpose at a particular site, which can be achieved by probabilistic approach. This study is aimed at using the statistical parameters of long-term observed rainfall data to generate monthly rainfall depth and estimate rainfall values at... Continue Reading
    Call Us
    Get this work
    whatsappWhatsApp Us