If you work in server operations, website deployment, or have experience with anti-scraping and risk control, you will notice that — port scanning is actually being used normally every day.
For example, if you have used some online port scanning tools to check server connectivity or troubleshoot why a website isn't loading, you are essentially performing port scanning.
The real issue is not whether you scan ports or not, but whether you understand: what port scanning can actually tell you and the role it plays in fingerprint detection.

Simply put, a port is the "door" through which a server communicates with the outside world.
• 80 / 443: Web services
• 22: SSH remote management
• 3306: MySQL database
• 6379: Redis
• 8080 / 8888: Common backend or test services
The essence of port scanning is to determine:
• Which "doors" are open?
• What services are running behind the open ports?
This step is neither good nor bad; the key is how you use it.
This is the biggest misconception. In legitimate scenarios, port scanning is almost a basic operation:
Many operators perform a port scan before launching a service to confirm:
• Whether the service is listening properly
• Whether any ports should not be open
• Whether firewall rules are effective
If you have used online port scanning tools, you have most likely performed a "security scan" unintentionally.
Sometimes a service is inaccessible, not due to code issues, but because:
• Ports are not open
• Cloud provider security groups block access
• The service has not started at all
In these cases, using an online port scanning tool is much faster than checking logs.
In anti-scraping and risk control systems, port scanning + browser fingerprinting is often used together.
The network environment of ordinary users is usually "clean":
• Rarely exposes unusual ports
• Home network port distribution is relatively fixed
But some abnormal environments, such as:
• Bulk proxies
• Cloud servers
• Emulators or automated environments
Often reveal abnormal port behavior.
This is why some platforms combine port scan results to determine if a request environment is trustworthy.
Modern risk control is no longer based on single-point decisions.
Simply put: a combination of browser + system + hardware + network environment characteristics
Including but not limited to:
• Canvas fingerprint
• WebGL information
• User-Agent
• Time zone, language
• Fonts, plugins
• Network and port characteristics
This is why browser fingerprint detection has become increasingly important.
If you are doing any of the following:
• Automated testing
• Data collection
• Advertising campaigns
• Multiple account management
• Anti-scraping research
Then browser fingerprint detection is unavoidable. Many people think "changing IP makes you safe."
But in reality: IP is just one dimension; browser fingerprint + network port characteristics are the core.
The advantages of the ToDetect fingerprint query tool are:
• Quickly detects browser fingerprint information
• Visually shows if there are any abnormal features in the current environment
• Suitable for browser fingerprint detection and environment self-checks
In practice, you can combine:
• Online port scanning
• Browser fingerprint detection
• Network environment analysis
To determine whether the current environment "resembles a real user."
Port scanning is not mysterious and certainly not inherently malicious. It is a basic way to understand the network, used to determine whether the environment is normal, services are exposed, and the network is as expected.
Increasingly, platforms combine port scan results, browser fingerprints, and fingerprint detection data to form a comprehensive environment assessment logic.
This is also why the ToDetect fingerprint query tool has become more common in browser fingerprint detection and environment analysis.