Many people encounter situations where the port shows as open but the service cannot be connected, or where there are a large number of false positives/negatives appearing at different times on the same host.
These situations often arise when using third-party port scanning tools or cloud-based online port scanners. Next, I will share five tips for easily troubleshooting and fixing these issues.

Don't rush to change your strategy; first ask yourself three questions: Which port scanning tool are you using? Is the scan initiated from the public network or the internal network? Does the target host have a firewall or ACL? Many "data anomalies" actually stem from inconsistent scanning environments.
For example, cloud-based online port scanning tools often initiate requests from multiple nodes, which may trigger network policies or throttling, resulting in unstable outcomes.
When encountering suspicious results, don't rely on just one tool. Compare results using at least two port scanning tools (local nmap + online tools) to quickly filter out false positives.
It is recommended to add browser/client detection tools like ToDetect to assist in judgment: if certain ports are only open to specific probing sources, it may be due to access control based on the source IP.
Example operation:
Local scan with nmap (try TCP/UDP respectively).
Use online tools for quick full-port scanning, and then perform high-level service detection (for example, HTTP service detection).
use ToDetect browser fingerprint detectionFunction: Check whether the request headers or fingerprints are intercepted or modified, ruling out the possibility of detection requests being interfered with by intermediate devices.
Many exceptions come from middleware: security groups from cloud vendors, WAF (Web Application Firewall), load balancers, or IPS/IDS.
They may respond differently to scanning behavior (rate limiting, false responses, connection resets). It is recommended to sequentially disable or temporarily relax policies to conduct an unprotected scan to confirm if it is caused by the intermediate layer.
Tip: Change the scan to a common browser/client User-Agent or use the ToDetect tool to check if the request is recognized as scanning traffic—some protection systems may determine this based on fingerprints and return spoofed information.
Many people only focus on TCP, overlooking the differences in UDP or application layer protocols. UDP probing itself is prone to packet loss and timeouts, leading to inaccurate judgments of "open/filtered/closed."
There is also the scanning rate—if it is too fast, it may trigger rate limits, while if it is too slow, it will waste time. Adjusting the scanning rate and retry strategy, combined with application layer probing (such as HTTP/HTTPS page scraping), can provide more reliable conclusions.
Tip: For web services, use HTTP fingerprinting combined with port scanning; for non-web services, try application layer handshake to confirm the actual service provided by the port.
After the correction, write the process as a script or SOP: scanning tool name, parameters, source IP detection, time window, ToDetect browser fingerprint detection configuration, etc.
When encountering exceptions, first archive the current scanning results, network capture (pcap), and ToDetect detection logs for easy review. In the long run, this can significantly reduce the misjudgment costs caused by "sporadic anomalies."
The data anomalies in port scanning tools are sometimes not due to a single reason. By confirming the environment, cross-validating multiple tools, investigating protective middleware, understanding protocol differences, and establishing a reproducible process, you can minimize the anomaly rate.
Don’t forget to include ToDetect browser fingerprint detection in your detection chain: it can help you identify whether the probing requests are treated as "abnormal browser behavior" by the protection system, thereby explaining some seemingly contradictory scanning results.
AD
Guide to Online Port Scanners: Quickly Check Port Security and Enhance Network Protection
Port Scan Errors? 5 Easy Ways to Troubleshoot and Fix
Ultimate List: Free Online Port Scanning Tools Ranked (Pros & Cons Included)
Quick Guide: Understanding Your Browser Fingerprint Report
Device Fingerprints for Accurate Marketing in Cross-Border E-Commerce
Browser Fingerprint Detection: Quick Guide for Businesses