GeeksforGeeks defines an Intrusion Detection System (IDS) as “a security tool that monitors a computer network or systems for malicious activities or policy violations. It helps detect unauthorized access, potential threats, and abnormal activities by analyzing traffic and alerting administrators to take action. An IDS is crucial for maintaining network security and protecting sensitive data from cyber-attacks.”
Read more: How to know if your organization has experienced a breach
Types of IDS
IDS can be categorized based on their placement and the type of activity they monitor:
Network-based IDS (NIDS)
- Description: Monitors network traffic in real time, analyzing data packets for suspicious patterns.
- How it works: It monitors network traffic across the entire subnet, comparing the activity to a database of known attacks. If an attack is detected or unusual behavior is identified, it notifies the administrator with an alert.
- Placement: Typically placed at strategic points within the network, such as routers, switches, or firewalls.
- Examples: Snort is an open-source network intrusion detection and prevention system that analyzes network traffic for suspicious activities using rule-based inspection.
Host-based IDS (HIDS)
- Description: Monitors activities on individual hosts or devices, such as servers or workstations.
- How it works: It keeps track of incoming and outgoing packets specific to the device and alerts the administrator if any suspicious or harmful activity is identified. The system also captures snapshots of current system files and compares them to previous versions. If any system files have been modified or deleted, it generates an alert for the administrator to review and investigate.
- Placement: Installed on specific devices to monitor system logs, file integrity, and user activities.
- Examples: OSSEC is an open-source host-based IDS that monitors log files, checks file integrity, and other threats.
Detection Methods
According to the National Institute of Standards and Technology (NIST), IDS offer the following detection capabilities:
- Signature-based detection: Analyzes network packets for known attack signatures. It maintains a database of attack signatures and flags packets that match these signatures.
- Anomaly-based detection: Uses machine learning to create a baseline model of normal network activity and flags deviations from this model. This method can catch new cyberattacks that might evade signature-based detection but may also be prone to false positives.
Why is it important to use an IDS?
According to SANS, using an IDS enables organizations to detect security breaches, protect sensitive data from cyberattacks, and discourage malicious behavior by increasing the likelihood of detection and consequences for attackers.
Limitations of an IDS
According to a study titled, Challenges and Limitations of IDS: A Comprehensive Assessment and Future Perspectives, limitations that an IDS may face include:
- Difficulty in accurately detecting threats.
- Challenges in handling large volumes of data.
- Inability to detect new and emerging malicious attacks.
- High rates of false alarms and low detection accuracy.
- Attackers continuously evolving tactics to bypass detection.
FAQs
What is a firewall?
A firewall is a security device that monitors and controls incoming and outgoing network traffic based on predetermined security rules. It acts as a barrier between a trusted internal network and untrusted external networks, such as the internet, to protect against unauthorized access, cyber threats, and malware.
Can an IDS replace a firewall?
No, an IDS cannot replace a firewall. While an IDS monitors and detects suspicious activities, a firewall acts as a barrier to block unauthorized access. Both tools are complementary and should be used together for comprehensive network security.
What is the difference between IDS and IPS?
While IDS monitors and alerts on suspicious activities, IPS (Intrusion Prevention System) takes proactive measures to block and prevent those activities. IPS can be considered an advanced version of IDS with additional preventive capabilities.
