Intrusion Detection

Explain how statistical anomaly detection and rule-based intrusion detection are utilized to identify different types of intruders.
An example of a host-based intrusion detection tool is the Tripwire program. Tripwire is a file integrity checking tool that regularly scans files and directories within the system, notifying the administrator of any modifications. It employs a secure database of cryptographic checksums for each file monitored and compares these values with the checksums recalculated during each scan. Configuring Tripwire requires selecting the files and directories to monitor and specifying allowable changes for each. For instance, it can be set to permit new entries in log files while preventing modifications of existing entries. Discuss the advantages and disadvantages of employing such a tool, taking into account the challenge of identifying which files should change infrequently, which may change more regularly, and which change rapidly, rendering them uncheckable. Additionally, evaluate the workload related to the configuration of the tool and the monitoring responsibilities of the system administrator?

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Intrusion Detection: Statistical Anomaly Detection and Rule-Based Systems

Statistical Anomaly Detection and Rule-Based Intrusion Detection

Intrusion detection systems (IDS) are crucial tools for safeguarding computer systems and networks. Two primary techniques for identifying intrusions are statistical anomaly detection and rule-based intrusion detection.

Statistical Anomaly Detection This method involves analyzing system behavior and identifying deviations from normal patterns. By monitoring system metrics like network traffic, CPU usage, and disk I/O, it can detect unusual activity that might indicate an intrusion. For example, a sudden spike in network traffic or a significant increase in system resource usage could be signs of malicious activity.

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Rule-Based Intrusion Detection This approach relies on predefined rules to identify malicious activity. These rules are based on known attack signatures and patterns. When a system event matches a specific rule, an alert is generated. For example, a rule might flag failed login attempts from a particular IP address or unusual network traffic patterns.

Tripwire: A File Integrity Checking Tool

Tripwire is a valuable tool for file integrity checking, but it has limitations. It excels at detecting changes to critical system files, such as configuration files and binaries. However, it can be challenging to configure for systems with dynamic file systems, such as those with frequent log file rotation or temporary files.

Advantages of Tripwire:

  • Proactive Detection: It can identify unauthorized changes before they are exploited.
  • Accurate Detection: By using cryptographic checksums, Tripwire can reliably detect even subtle modifications.
  • Low Overhead: It has minimal impact on system performance.

Disadvantages of Tripwire:

  • Configuration Complexity: Configuring Tripwire to accurately identify legitimate file changes can be time-consuming and error-prone.
  • False Positives: Misconfigurations can lead to false alarms, increasing the workload for system administrators.
  • Limited Scope: While effective for file integrity checking, Tripwire may not detect all types of intrusions, such as network attacks.

To mitigate these challenges, administrators should:

  • Prioritize Critical Files: Focus on monitoring files that are essential to system security and functionality.
  • Use Exclusion Lists: Exclude files that change frequently, such as log files, from monitoring.
  • Regularly Review and Update Rules: Keep the rule set up-to-date to account for changes in system configuration and potential new threats.
  • Combine with Other Security Tools: Use Tripwire in conjunction with other security tools, such as intrusion detection systems and firewalls, to provide comprehensive protection.

By carefully configuring and managing Tripwire, administrators can effectively protect their systems from unauthorized modifications and potential attacks.

 

 

 

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