How to Use AI to Make Sense of Your Home Firewall Logs

A practical guide for decoding home router firewall logs using AI tools, with real examples to identify threats, fix connection problems, and enhance network security—designed to build your technical knowledge along the way.

How to Use AI to Make Sense of Your Home Firewall Logs
Photo by Compare Fibre / Unsplash

If you've ever looked at your home router's firewall logs, you've probably seen a confusing mess of IP addresses, port numbers, and cryptic status codes. For many, these logs might as well be written in an alien language. But with the rise of Large Language Models (LLMs) you now have a powerful translator at your fingertips. This post will show you how to use these AI tools to understand what's happening on your home network and identify potential security concerns.

Why Your Home Firewall Logs Matter

Your router's firewall is your first line of defense against internet threats. It constantly monitors traffic going in and out of your home network, blocking suspicious connections and keeping a record of its actions. These logs can tell you:

  • If someone is trying to break into your network
  • Which devices in your home are communicating with suspicious servers
  • Whether your smart home devices are sending data to unexpected places
  • If your children's devices are accessing inappropriate content

The problem is that these logs can be difficult to decipher without technical expertise. That's where LLMs come in.

Getting Started with Your Firewall Logs

Most home routers and firewalls have some way to access logs, though the process varies by manufacturer. Look for sections labeled "Logs," "Security Log," or "Firewall" in your router's administration panel, which you can usually access by typing an address like 192.168.1.1 or 192.168.0.1 in your web browser.

Once you've found your logs, you'll typically see entries that look something like this:

Apr 3 12:45:22 [DROP] IN=eth0 SRC=52.96.142.33 DST=192.168.1.15 
PROTO=TCP SPT=443 DPT=50392 FLAGS=RST ACK

Rather than trying to Google each part of this entry, you can ask an LLM to translate it for you.

Example 1: Understanding Basic Log Entries

Prompt to send to an LLM:

I found this entry in my home router firewall log. Can you 
explain what it means in simple terms?

Apr 3 12:45:22 [DROP] IN=eth0 SRC=52.96.142.33 DST=192.168.1.15 
PROTO=TCP SPT=443 DPT=50392 FLAGS=RST ACK

Sample LLM Response:

This log entry shows your router blocking (DROP) an incoming 
connection. Here's what it means in simple terms:

Date/Time: April 3rd at 12:45:22
Action: Your router blocked (dropped) this connection
Direction: Coming IN through your main internet connection (eth0)
Source: An external IP address (52.96.142.33)
Destination: A device on your home network (192.168.1.15)
Protocol: TCP (standard internet communication)
Source Port: 443 (typically used for secure websites/HTTPS)
Destination Port: 50392 (a high-numbered port on your device)
Flags: RST ACK (indicates connection termination)

In plain English: Your device (192.168.1.15) probably tried 
to access a secure website. This log entry likely shows the 
website sending a message back to close the connection, 
which your firewall recorded but determined was safe to block 
based on its rules.

This is typically normal traffic and not a concern. The server 
was responding to your device, not trying to attack it.

Example 2: Identifying Suspicious Activity

Prompt to send to an LLM:

I noticed these repeated entries in my router logs this morning. 
Should I be concerned?

Apr 4 03:12:25 [DROP] IN=eth0 SRC=185.234.218.67 DST=192.168.1.1 
PROTO=TCP SPT=45823 DPT=23 FLAGS=SYN
Apr 4 03:12:26 [DROP] IN=eth0 SRC=185.234.218.67 DST=192.168.1.1 
PROTO=TCP SPT=45823 DPT=23 FLAGS=SYN
Apr 4 03:12:28 [DROP] IN=eth0 SRC=185.234.218.67 DST=192.168.1.1 
PROTO=TCP SPT=45823 DPT=23 FLAGS=SYN
Apr 4 03:12:30 [DROP] IN=eth0 SRC=185.234.218.67 DST=192.168.1.1 
PROTO=TCP SPT=45824 DPT=2323 FLAGS=SYN

Sample LLM Response:

Yes, you should be aware of this activity, though your router is 
handling it correctly by blocking these connection attempts.

What you're seeing is someone from the internet (IP 185.234.218.67) 
trying to connect to:
1. Port 23 (Telnet) on your router (192.168.1.1)
2. Port 2323 (an alternative Telnet port)

This is almost certainly an automated scan looking for vulnerable 
devices. Telnet is an old, insecure protocol that can be used to 
control devices remotely. Many IoT devices and older routers 
have been compromised through Telnet.

The good news:
- Your router's firewall correctly blocked these attempts
- These scans are very common on the internet (most home 
networks see dozens of these daily)
- The scans are not targeted at you specifically, but are 
automated bots looking for any vulnerable device

For added safety, you might want to:
1. Make sure your router firmware is up-to-date
2. Check that you've changed your router's default password
3. Verify that remote management is disabled on your router

No further action is needed since your firewall is working properly.

Example 3: Understanding Your Smart Home Device Communications

Prompt to send to an LLM:

I set up a new smart doorbell camera yesterday, and now 
I'm seeing lots of entries like this in my logs. What's 
happening?

Apr 4 14:25:18 [ACCEPT] OUT=eth0 SRC=192.168.1.35 
DST=3.123.65.94 PROTO=TCP SPT=54218 DPT=8883 FLAGS=ACK
Apr 4 14:25:20 [ACCEPT] OUT=eth0 SRC=192.168.1.35 
DST=3.123.65.94 PROTO=TCP SPT=54218 DPT=8883 FLAGS=ACK PSH
Apr 4 14:30:05 [ACCEPT] OUT=eth0 SRC=192.168.1.35 
DST=3.123.65.94 PROTO=TCP SPT=54219 DPT=8883 FLAGS=ACK
Apr 4 14:40:12 [ACCEPT] OUT=eth0 SRC=192.168.1.35 
DST=52.95.184.126 PROTO=TCP SPT=54220 DPT=443 FLAGS=ACK

Sample LLM Response:

These log entries show your new smart doorbell camera 
(likely at IP 192.168.1.35) communicating with its cloud 
services, which is normal behavior.

The details:
1. Direction: All traffic is outbound (OUT=eth0), meaning 
your doorbell is initiating the communication
2. Destination ports: 
   - 8883: Used for secure MQTT connections, a common 
protocol for IoT devices
   - 443: Standard HTTPS port for secure web communication
3. Destinations: Amazon AWS cloud servers (3.123.65.94 
and 52.95.184.126)

This pattern is typical for smart home devices that:
- Send status updates to their cloud service
- Check for firmware updates
- Upload video/images when motion is detected
- Maintain a connection for remote access via your phone app

The frequency is normal for a doorbell camera, which needs 
to stay connected to alert you when someone approaches 
your door or to provide live video when requested.

If you're concerned about privacy, check the privacy settings 
in your doorbell's app to adjust how often it records or sends 
data.

Example 4: Troubleshooting Connection Problems

Prompt to send to an LLM:

My son's gaming console can't connect to his game server. 
I found these entries in my firewall log. Can you help 
me understand what's happening and how to fix it?

Apr 4 19:14:38 [DROP] OUT=eth0 SRC=192.168.1.50 
DST=35.186.224.25 PROTO=UDP SPT=63142 DPT=3075
Apr 4 19:14:40 [DROP] OUT=eth0 SRC=192.168.1.50 
DST=35.186.224.25 PROTO=UDP SPT=63143 DPT=3075

Sample LLM Response:

Your firewall is blocking the connection from your son's 
gaming console to the game server. Here's what's happening:

1. The console (at 192.168.1.50) is trying to connect to a 
game server (35.186.224.25) using UDP protocol
2. It's trying to reach port 3075, which is likely used by 
the specific game
3. Your router is dropping (blocking) these connection attempts

To fix this, you'll need to create a firewall rule that allows 
this traffic. Here's how to do that on most routers:

1. Log into your router's admin panel
2. Look for "Port Forwarding," "Firewall Rules," or "Game Settings"
3. Create a new rule with these settings:
   - Internal IP: 192.168.1.50 (your son's console)
   - Protocol: UDP
   - External port: 3075
   - Internal port: 3075
   - Status: Enabled

If your router has a "DMZ" or "Gaming" preset, you could also 
try enabling that for the console's IP address, though this is 
less secure as it opens all ports.

After making these changes, have your son try connecting again. 
The game should work properly now.

Example 5: Creating a Custom Security Rule

Prompt to send to an LLM:

I've noticed a lot of connection attempts from China and Russia 
to my home network. Can you help me write a custom rule for my 
firewall to block these countries? I have a Netgear router with 
the ability to add custom rules.

Sample LLM Response:

Many Netgear routers don't have built-in country blocking, but 
you can implement this using custom rules. Here's a solution:

1. First, check if your Netgear model has "Access Control" or 
"Block Sites" features - some newer models allow blocking by 
country without custom rules

2. If you need custom rules, you'll need to:
   a. Find IP address ranges for China and Russia
   b. Create rules to block these ranges

For a Netgear router, try these steps:

1. Log into your router admin panel
2. Navigate to Advanced > Security > Block Sites
3. Select "Always" under "Block Sites Mode"
4. Instead of domain names, try adding these major IP blocks:

For China:
- 1.0.0.0/8
- 14.0.0.0/8
- 27.0.0.0/8
- 36.0.0.0/8
- 39.0.0.0/8
- 42.0.0.0/8
- 43.0.0.0/8

For Russia:
- 2.0.0.0/8
- 5.0.0.0/8
- 31.0.0.0/8
- 37.0.0.0/8
- 46.0.0.0/8
- 62.0.0.0/8

Important notes:
- This approach is imperfect as IP ranges change and overlap
- You might block legitimate services that use servers in these countries
- Consider using a dedicated security device like a Firewalla if you need more advanced protection

For best results, consider enabling your Netgear's security services if available, as they often include geoblocking features.

Tips for Getting the Most from LLMs with Your Firewall Data

Here are some best practices for home users working with LLMs and firewall logs:

  1. Provide context: Tell the LLM what devices you have and what you were doing when you noticed the logs
  2. Ask follow-up questions: If you don't understand the response, ask for clarification
  3. Be specific with your questions: Instead of sharing your entire log, focus on entries you're concerned about
  4. Verify before making changes: Always double-check recommended firewall changes before implementing them
  5. Protect your privacy: Avoid sharing personal information like your public IP address or device identifiers
  6. Keep learning: Use the LLM's explanations to gradually build your own knowledge

Limitations to Keep in Mind

While LLMs are powerful tools for understanding firewall logs, they do have limitations:

  • They might not be familiar with the specific format of your router's logs
  • They can't directly access your network to investigate issues
  • Their knowledge has cutoff dates and might not include very recent threats
  • They can occasionally misinterpret complex technical information

For serious security concerns, consider consulting with an IT professional who can examine your specific setup.

Beyond Log Analysis: Other Ways LLMs Can Help with Home Network Security

LLMs can do more than just interpret logs. They can also help you:

  • Review and optimize your router settings for better security
  • Create a home network inventory and security plan
  • Explain confusing technical terms in router manuals
  • Guide you through setting up a VPN for more secure connections
  • Recommend security tools appropriate for your needs and skill level

The next time you're staring at those cryptic firewall logs, remember that you have a powerful AI assistant ready to translate them into plain English. With these tools at your disposal, taking control of your home network security is more accessible than ever before.