Host-Based Analysis · Topic 1 of 5

Endpoint Security Technologies

Learn how host based intrusion detection, antimalware and antivirus, and host firewalls use rules, signatures and predictive AI to protect endpoints.

  • 4 min
In a nutshell
  • A HIDS monitors one host for attack signs, and a HIPS can also block them.
  • File integrity monitoring alerts when important files change.
  • Antimalware covers more than viruses and often blends several methods.

What it is

Endpoint security technologies run on the host itself and decide whether files, processes and connections are safe.

Three are central here. A host based intrusion detection system watches for suspicious activity, antimalware software finds malicious files and behaviour, and a host firewall controls connections to and from the machine.

Each can work with rules, signatures or predictive AI. Knowing how those three differ is the heart of this topic.

File or processnew activityinspected byEndpoint agentrules, signatures, AI modelverdictAllow or blockaction takenlogged toConsoleanalyst reviews

How it works

The three technologies protect different things, and the three detection approaches trade accuracy against coverage.

Host based intrusion detection (HIDS)

A host based intrusion detection system monitors one machine for signs of attack. It looks at system logs, file integrity, running processes, registry or configuration changes, and local network use.

A common feature is file integrity monitoring. The system records a hash of important files, and raises an alert if a hash changes unexpectedly.

A HIDS detects and alerts. A host based intrusion prevention system (HIPS) goes further and blocks the activity. Because it runs on the host, it can see activity after decryption, which a network sensor often cannot.

Antimalware and antivirus

Antivirus was built to find viruses, and antimalware is the wider term that covers worms, trojans, spyware and ransomware. Modern products blend several methods.

They scan files when they are written or opened, watch processes as they run, and check reputation. Many report to a central console, so an analyst sees detections across all hosts.

Host based firewall

A host based firewall filters traffic to and from a single machine, by address, port, protocol and often by program. It limits what a compromised host can reach on the network, and what other hosts can reach on it.

On Windows, the built in firewall can be checked from a command prompt. On Linux, tools such as iptables or ufw manage the rules.

C:\> netsh advfirewall show allprofiles
$ sudo iptables -L -n
$ sudo ufw status

A network firewall protects a whole segment, and a host firewall protects one machine even when it is off the corporate network.

Rules, signatures and predictive AI

ApproachHow it decidesStrengthWeakness
RulesMatches activity against written conditions, such as a process that starts from a temporary folderClear and easy to explainOnly as good as the rules written
SignaturesMatches against known patterns, such as a file hash or byte sequenceFast and accurate for known threatsMisses new or altered malware
Predictive AIA trained model scores how likely a file or behaviour is to be maliciousCan catch new threats without a signatureCan produce false positives and needs good training data

Signatures are the oldest method. A file hash is a precise signature, but changing one byte changes the hash, so attackers alter files to avoid it.

Rules describe suspicious behaviour, such as a word processor starting a command shell. They find attacks by what they do, without needing the exact file.

Predictive AI, also called machine learning, learns from large sets of known good and bad samples. It looks at features of a file or of behaviour, and produces a verdict or a score. It is useful for unknown threats, though analysts still review its alerts.

Most products use all three. Signatures catch the known threats cheaply, rules catch known techniques, and AI covers what is new.

Where each fits

  • Use HIDS or HIPS to watch for integrity and behaviour changes on a key server.
  • Use antimalware on every endpoint for files and processes.
  • Use a host firewall to restrict ports on every machine, including laptops that travel.

What to remember for the exam

Seven facts cover most questions on this topic.

  • A HIDS monitors one host for attack signs, and a HIPS can also block them.
  • File integrity monitoring alerts when important files change.
  • Antimalware covers more than viruses and often blends several methods.
  • A host firewall filters traffic for one machine, even off the corporate network.
  • Signatures match known patterns and miss new malware.
  • Rules match suspicious behaviour or conditions.
  • Predictive AI scores new files and behaviour, and can raise false positives.
Exam tip

If a question describes catching malware that has no known signature, think behaviour rules or predictive AI.

Common mistakes

These four errors appear often.

Calling a HIDS a firewall. It watches and alerts. A firewall filters connections.

Expecting signatures to catch zero day malware. A new threat has no signature yet.

Trusting an AI verdict without review. Models can be wrong in both directions.

Relying on the network firewall alone. A laptop away from the office needs its own host firewall.

Watch out

Changing a single byte changes a file hash, so hash based signatures are easy for attackers to evade.

Check yourself

Work through these three questions.

  • What is the difference between HIDS and HIPS?

    A HIDS detects and alerts on suspicious activity on a host. A HIPS can also block it.

  • Why do signatures miss new malware?

    A signature matches a known pattern, and new or altered malware has no known pattern yet.

  • Why is a host firewall useful on a laptop?

    It filters traffic for that machine even when the laptop is away from the corporate network.

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