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netflows

Network flow extractor that analyzes pcap/pcapng files to identify outbound connections with automatic DNS hostname resolution. Use when you need to enumerate network destinations, identify what hosts a device communicates with, or map IP addresses to hostnames from packet captures.

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NetFlows - Network Flow Extractor with DNS Resolution

You are helping the user extract and analyze network flows from packet capture files using the netflows tool.

Tool Overview

NetFlows analyzes pcap/pcapng files to:

  • Extract unique TCP and UDP flows (destination IP:port pairs)
  • Build a DNS resolution table from DNS responses in the capture
  • Automatically resolve IP addresses to hostnames where possible
  • Filter flows by source IP address
  • Generate a summary of all network destinations contacted

This is particularly useful for IoT device analysis to understand what external services a device communicates with.

Instructions

When the user asks to analyze network flows, extract destinations, or identify what hosts a device talks to:

  1. Gather requirements:

    • Get the pcap/pcapng file path(s)
    • Ask if they want to filter by a specific source IP (e.g., the IoT device's IP)
    • Determine preferred output format
  2. Execute the analysis:

    • Use the netflows command from the iothackbot bin directory
  3. Interpret results:

    • Explain resolved hostnames and their significance
    • Note any unresolved IPs that may need further investigation
    • Highlight interesting patterns (cloud services, P2P connections, etc.)

Usage

Basic Analysis

Analyze a pcap file showing all flows:

netflows capture.pcap

Filter by Source IP

Extract flows from a specific device:

netflows capture.pcap --source-ip 192.168.1.100

Multiple Files

Analyze multiple capture files:

netflows capture1.pcap capture2.pcapng

Output Formats

# Human-readable colored output (default)
netflows capture.pcap --format text

# Machine-readable JSON
netflows capture.pcap --format json

# Minimal output - just hostname:port list
netflows capture.pcap --format quiet

Parameters

Input:

  • pcap_files: One or more pcap/pcapng files to analyze (required)

Filtering:

  • -s, --source-ip: Filter flows originating from this IP address

Output:

  • --format text|json|quiet: Output format (default: text)
  • -v, --verbose: Enable verbose output

Examples

Analyze IoT device traffic:

netflows iot-capture.pcap --source-ip 192.168.1.50

Get just the flow list for scripting:

netflows capture.pcap -s 10.0.0.100 --format quiet

JSON output for parsing:

netflows capture.pcap --format json | jq '.data[].flow_summary'

Output Information

Text format includes:

  • DNS mappings discovered (IP -> hostname)
  • TCP flows with hostname resolution status
  • UDP flows with hostname resolution status
  • Consolidated flow summary (hostname:port or ip:port)

JSON format includes:

  • dns_mappings: Dictionary of IP to hostname mappings
  • tcp_flows: List of TCP flow objects with hostname, ip, port
  • udp_flows: List of UDP flow objects with hostname, ip, port
  • flow_summary: List of "hostname:port" or "ip:port" strings
  • dns_queries: List of DNS domains queried
  • total_packets: Number of packets analyzed

Use Cases

  1. IoT Device Profiling: Identify all cloud services and endpoints an IoT device communicates with
  2. Network Forensics: Enumerate destinations contacted during an incident
  3. Privacy Analysis: Discover telemetry and tracking endpoints
  4. Firewall Rule Creation: Generate allowlist/blocklist of endpoints
  5. Malware Analysis: Identify C2 servers and exfiltration destinations

Important Notes

  • The tool resolves hostnames using DNS responses found within the same pcap file
  • IPs without corresponding DNS lookups in the capture will show as "unresolved"
  • Supports both pcap and pcapng formats
  • Does not require elevated privileges (unlike live capture tools)
  • Large pcap files may take time to process

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