Data Mining Approaches for Intrusion Detection

Table of Contents

Data Mining Approaches for Intrusion Detection

Overview

Overview

Intrusion Detection and Computer Security

Intrusion Detection

PPT Slide

PPT Slide

Intrusion Detection

Current Intrusion Detection Approaches

Current Intrusion Detection Approaches

Current Intrusion Detection Approaches

Our Proposed Approach

Our Proposed Approach

Our Proposed Approach

Our Proposed Approach

Data Mining

Data Mining

Data Mining

Building Classifiers for Intrusion Detection

Classification Models on sendmail

Classification Models on sendmail

Classification Models on sendmail

Classification Models on sendmail

sendmail Experiment 1

sendmail Experiment 1

sendmail Experiment 1

sendmail Experiment 1

sendmail Experiment 1

Classification Models on sendmail

sendmail Experiment 2

sendmail Experiment 2

sendmail Experiment 2

sendmail Experiment 2

sendmail Experiment 2

Classification Models on sendmail

Classification Models on tcpdump

Classification Models on tcpdump

Classification Models on tcpdump

Classification Models on tcpdump

Classification Models on tcpdump

Classification Models on tcpdump

Classification Models on tcpdump

Classification Models on tcpdump

PPT Slide

Classification Models on tcpdump

Building Classifiers for Intrusion Detection

Mining Patterns from Audit Data

Association Rules

Mining Patterns from Audit Data

Frequent Episodes

Using the Mined Patterns

Using the Mined Patterns

Using the Mined Patterns

Using the Mined Patterns

PPT Slide

Using the Mined Patterns

Architecture Support

PPT Slide

Current Status

Research Plans

Research Plans

Conclusions

Email: sal@cs.columbia.edu

Home Page: http://www.cs.columbia.edu/~sal

Other information:
http://www.cs.columbia.edu/~sal/JAM/PROEJCT