network security

Detecting ARP Poisoning in Network Traffic

Detect and prevent ARP spoofing attacks using ARPWatch, Dynamic ARP Inspection, Wireshark analysis, and custom monitoring scripts to protect against man-in-the-middle interception.

arp-poisoningarp-spoofingarpwatchdynamic-arp-inspectionlayer-2-securityman-in-the-middlemitmnetwork-security
Install this skill
npx skills add mukul975/Anthropic-Cybersecurity-Skills
Framework mappings

Overview

ARP poisoning (ARP spoofing) is a Layer 2 attack where an adversary sends falsified ARP messages to associate their MAC address with the IP address of a legitimate host, enabling man-in-the-middle (MitM) interception, session hijacking, or denial of service. Since ARP has no built-in authentication mechanism, any device on a broadcast domain can forge ARP replies. Detection requires monitoring ARP traffic for anomalies such as gratuitous ARP floods, IP-to-MAC mapping changes, and duplicate IP addresses. This skill covers deploying multiple detection layers including ARPWatch, Dynamic ARP Inspection (DAI), Wireshark-based analysis, and custom Python monitoring tools.

When to Use

  • When investigating security incidents that require detecting arp poisoning in network traffic
  • When building detection rules or threat hunting queries for this domain
  • When SOC analysts need structured procedures for this analysis type
  • When validating security monitoring coverage for related attack techniques

Prerequisites

  • Access to the target network segment (broadcast domain)
  • Linux host for ARPWatch and custom monitoring tools
  • Managed switches supporting Dynamic ARP Inspection (Cisco Catalyst, Aruba, Juniper EX)
  • Wireshark or tcpdump for packet capture
  • DHCP snooping configured (prerequisite for DAI)
  • Network monitoring infrastructure (SIEM, syslog server)

Core Concepts

ARP Protocol Fundamentals

ARP maps IP addresses to MAC addresses on a local network segment. The protocol operates statelessly with no authentication:

Normal ARP Process:
1. Host A broadcasts: "Who has 10.0.1.1? Tell 10.0.1.100"
2. Router replies: "10.0.1.1 is at AA:BB:CC:DD:EE:01"
3. Host A caches the mapping
 
ARP Poisoning Attack:
1. Attacker sends unsolicited ARP reply to Host A:
   "10.0.1.1 is at EV:IL:MA:CA:DD:RR" (attacker's MAC)
2. Host A updates cache, sends traffic to attacker
3. Attacker forwards to real gateway (MitM position)

Attack Indicators

Indicator Description Severity
MAC flip-flopping Same IP mapped to different MACs rapidly High
Gratuitous ARP flood Unsolicited ARP replies targeting multiple hosts High
Duplicate IP address Two different MACs claiming same IP Critical
Unusual ARP volume Spike in ARP packets per second Medium
ARP from non-DHCP source Static IP claims from unknown devices Medium
Gateway MAC change Default gateway MAC address changed Critical

Workflow

Step 1: Deploy ARPWatch for Continuous Monitoring

# Install ARPWatch
sudo apt-get install -y arpwatch
 
# Configure ARPWatch
sudo vi /etc/default/arpwatch
# INTERFACES="eth0"
# ARGS="-N -p -i eth0 -f /var/lib/arpwatch/arp.dat"
 
# Start monitoring
sudo systemctl enable arpwatch
sudo systemctl start arpwatch
 
# View current ARP database
cat /var/lib/arpwatch/arp.dat
 
# Monitor logs for changes
tail -f /var/log/syslog | grep arpwatch

ARPWatch alert types:

  • new station - Previously unseen MAC address
  • changed ethernet address - IP mapped to different MAC (potential poisoning)
  • flip flop - MAC alternating between two addresses (active attack)
  • reused old ethernet address - Previously seen mapping returned

Step 2: Configure Dynamic ARP Inspection (DAI) on Switches

Cisco Catalyst configuration:

! Enable DHCP snooping (prerequisite for DAI)
ip dhcp snooping
ip dhcp snooping vlan 10,20,30
 
! Configure trusted ports (uplinks, DHCP servers)
interface GigabitEthernet1/0/1
 description Uplink to Distribution
 ip dhcp snooping trust
 
interface GigabitEthernet1/0/48
 description DHCP Server
 ip dhcp snooping trust
 
! Enable Dynamic ARP Inspection
ip arp inspection vlan 10,20,30
 
! Configure trusted ports for DAI
interface GigabitEthernet1/0/1
 ip arp inspection trust
 
! Set rate limits to prevent ARP flood DoS
interface range GigabitEthernet1/0/2-47
 ip arp inspection limit rate 15
 
! Enable additional validation checks
ip arp inspection validate src-mac dst-mac ip
 
! Configure ARP ACL for static IP devices (servers, printers)
arp access-list STATIC-ARP-ENTRIES
 permit ip host 10.0.10.100 mac host 0011.2233.4455
 permit ip host 10.0.10.101 mac host 0011.2233.4456
 
ip arp inspection filter STATIC-ARP-ENTRIES vlan 10
 
! Verify DAI status
show ip arp inspection vlan 10
show ip arp inspection statistics
show ip dhcp snooping binding

Step 3: Wireshark Detection Filters

# Detect gratuitous ARP (sender and target IP are the same)
arp.src.proto_ipv4 == arp.dst.proto_ipv4
 
# Detect ARP replies (focus on unsolicited)
arp.opcode == 2
 
# Detect duplicate IP address claims
arp.duplicate-address-detected
 
# Detect ARP packets from specific attacker MAC
eth.src == ev:il:ma:ca:dd:rr
 
# Detect ARP storms (high volume)
# Use Statistics > I/O Graphs > Display filter: arp
 
# Detect gateway impersonation
arp.src.proto_ipv4 == 10.0.1.1 && arp.src.hw_mac != aa:bb:cc:dd:ee:01

Step 4: Custom Python ARP Monitor

#!/usr/bin/env python3
"""
Real-time ARP poisoning detection using packet capture.
Monitors ARP traffic for spoofing indicators and alerts on anomalies.
"""
 
import subprocess
import sys
import json
import time
from collections import defaultdict
from datetime import datetime
 
try:
    from scapy.all import sniff, ARP, Ether, get_if_hwaddr, conf
    SCAPY_AVAILABLE = True
except ImportError:
    SCAPY_AVAILABLE = False
 
 
class ARPPoisonDetector:
    def __init__(self, interface: str, gateway_ip: str, gateway_mac: str):
        self.interface = interface
        self.gateway_ip = gateway_ip
        self.gateway_mac = gateway_mac.lower()
        self.arp_table = {}  # IP -> MAC mapping
        self.arp_history = defaultdict(list)  # IP -> list of (MAC, timestamp)
        self.alerts = []
        self.arp_count = defaultdict(int)  # Source MAC -> count per interval
        self.last_reset = time.time()
        self.arp_rate_threshold = 50  # ARP packets per 10 seconds
 
    def alert(self, severity: str, message: str, details: dict):
        """Generate alert for detected anomaly."""
        alert_data = {
            'timestamp': datetime.now().isoformat(),
            'severity': severity,
            'message': message,
            'details': details,
        }
        self.alerts.append(alert_data)
        print(f"\n[{severity}] {datetime.now().strftime('%H:%M:%S')} - {message}")
        for key, value in details.items():
            print(f"  {key}: {value}")
 
    def check_gateway_spoofing(self, src_ip: str, src_mac: str):
        """Check if someone is spoofing the gateway."""
        if src_ip == self.gateway_ip and src_mac != self.gateway_mac:
            self.alert('CRITICAL', 'Gateway ARP Spoofing Detected', {
                'gateway_ip': self.gateway_ip,
                'expected_mac': self.gateway_mac,
                'spoofed_mac': src_mac,
                'action': 'Potential MitM attack on default gateway',
            })
            return True
        return False
 
    def check_mac_change(self, src_ip: str, src_mac: str):
        """Check if IP-to-MAC mapping has changed."""
        if src_ip in self.arp_table:
            known_mac = self.arp_table[src_ip]
            if known_mac != src_mac:
                self.alert('HIGH', 'ARP Cache Poisoning Attempt', {
                    'ip_address': src_ip,
                    'previous_mac': known_mac,
                    'new_mac': src_mac,
                    'action': 'IP-to-MAC mapping changed unexpectedly',
                })
                return True
        return False
 
    def check_flip_flop(self, src_ip: str, src_mac: str):
        """Check for MAC address flip-flopping (active attack indicator)."""
        self.arp_history[src_ip].append((src_mac, time.time()))
 
        # Keep only last 60 seconds of history
        cutoff = time.time() - 60
        self.arp_history[src_ip] = [
            (mac, ts) for mac, ts in self.arp_history[src_ip]
            if ts > cutoff
        ]
 
        unique_macs = set(mac for mac, ts in self.arp_history[src_ip])
        if len(unique_macs) > 2:
            self.alert('CRITICAL', 'ARP Flip-Flop Detected (Active Attack)', {
                'ip_address': src_ip,
                'mac_addresses': list(unique_macs),
                'changes_in_60s': len(self.arp_history[src_ip]),
            })
            return True
        return False
 
    def check_arp_rate(self, src_mac: str):
        """Check for ARP flood (DoS or scanning)."""
        self.arp_count[src_mac] += 1
 
        # Reset counters every 10 seconds
        if time.time() - self.last_reset > 10:
            for mac, count in self.arp_count.items():
                if count > self.arp_rate_threshold:
                    self.alert('MEDIUM', 'ARP Flood Detected', {
                        'source_mac': mac,
                        'arp_packets_10s': count,
                        'threshold': self.arp_rate_threshold,
                    })
            self.arp_count.clear()
            self.last_reset = time.time()
 
    def process_packet(self, packet):
        """Process captured ARP packet."""
        if not packet.haslayer(ARP):
            return
 
        arp = packet[ARP]
 
        # Only process ARP replies (opcode 2) and requests (opcode 1)
        if arp.op not in (1, 2):
            return
 
        src_ip = arp.psrc
        src_mac = arp.hwsrc.lower()
 
        # Run detection checks
        self.check_gateway_spoofing(src_ip, src_mac)
        self.check_mac_change(src_ip, src_mac)
        self.check_flip_flop(src_ip, src_mac)
        self.check_arp_rate(src_mac)
 
        # Update ARP table
        self.arp_table[src_ip] = src_mac
 
    def start_monitoring(self):
        """Start real-time ARP monitoring."""
        print(f"[*] Starting ARP Poison Detection on {self.interface}")
        print(f"[*] Gateway: {self.gateway_ip} ({self.gateway_mac})")
        print(f"[*] Monitoring... (Ctrl+C to stop)\n")
 
        if SCAPY_AVAILABLE:
            sniff(
                iface=self.interface,
                filter="arp",
                prn=self.process_packet,
                store=False,
            )
        else:
            print("[-] Scapy not available. Install with: pip install scapy")
            print("[*] Falling back to tcpdump-based monitoring...")
            self._monitor_with_tcpdump()
 
    def _monitor_with_tcpdump(self):
        """Fallback monitoring using tcpdump."""
        cmd = ['tcpdump', '-i', self.interface, '-l', '-n', 'arp']
        proc = subprocess.Popen(cmd, stdout=subprocess.PIPE,
                                stderr=subprocess.DEVNULL, text=True)
        try:
            for line in proc.stdout:
                parts = line.strip().split()
                if 'is-at' in parts:
                    try:
                        ip_idx = parts.index('is-at') - 1
                        mac_idx = parts.index('is-at') + 1
                        src_ip = parts[ip_idx]
                        src_mac = parts[mac_idx].lower()
                        self.check_gateway_spoofing(src_ip, src_mac)
                        self.check_mac_change(src_ip, src_mac)
                        self.arp_table[src_ip] = src_mac
                    except (IndexError, ValueError):
                        continue
        except KeyboardInterrupt:
            proc.terminate()
 
    def generate_report(self) -> dict:
        """Generate summary report of detected anomalies."""
        return {
            'monitoring_interface': self.interface,
            'gateway': {'ip': self.gateway_ip, 'mac': self.gateway_mac},
            'total_alerts': len(self.alerts),
            'arp_table_size': len(self.arp_table),
            'alerts': self.alerts,
        }
 
 
if __name__ == '__main__':
    if len(sys.argv) < 4:
        print("Usage: python process.py <interface> <gateway_ip> <gateway_mac>")
        print("Example: python process.py eth0 10.0.1.1 aa:bb:cc:dd:ee:01")
        sys.exit(1)
 
    detector = ARPPoisonDetector(
        interface=sys.argv[1],
        gateway_ip=sys.argv[2],
        gateway_mac=sys.argv[3],
    )
 
    try:
        detector.start_monitoring()
    except KeyboardInterrupt:
        print("\n\n[*] Monitoring stopped.")
        report = detector.generate_report()
        print(f"[*] Total alerts generated: {report['total_alerts']}")
        print(f"[*] ARP table entries: {report['arp_table_size']}")

Prevention Measures

Layer 2 Controls

  1. Dynamic ARP Inspection (DAI) - Validates ARP packets against DHCP snooping binding table
  2. DHCP Snooping - Builds trusted IP-MAC-port binding database
  3. Port Security - Limits MAC addresses per port
  4. Private VLANs - Restricts communication between hosts in the same VLAN

Network Controls

  1. Static ARP Entries - For critical infrastructure (gateways, DNS, DHCP)
  2. Network Segmentation - Reduce broadcast domain size with VLANs
  3. 802.1X Authentication - Authenticate devices before network access
  4. Encrypted Protocols - Use SSH, HTTPS, TLS to protect data even if intercepted

Best Practices

  • Defense in Depth - Combine DAI, ARPWatch, and custom monitoring for comprehensive coverage
  • DHCP Snooping First - Always enable DHCP snooping before DAI (DAI depends on snooping database)
  • Static ARP for Gateways - Configure static ARP entries on critical servers for the default gateway
  • Monitor Gratuitous ARP - Pay special attention to unsolicited ARP replies
  • Small Broadcast Domains - Use VLANs to limit the scope of ARP-based attacks
  • Regular Audits - Periodically compare ARP tables across devices to identify anomalies

References

Source materials

References and resources

Everything below is rendered for inspection. Script files are read-only and never run.

References 1

api-reference.md1.7 KB

ARP Poisoning Detection — API Reference

Libraries

Library Install Purpose
scapy pip install scapy PCAP parsing and ARP packet analysis

Scapy ARP Packet Fields

Field Description
op Operation: 1=request, 2=reply
hwsrc Source MAC address
psrc Source IP address
hwdst Destination MAC address
pdst Destination IP address

ARP Spoofing Indicators

Indicator Description Severity
Duplicate MACs for IP Same IP mapped to multiple MACs CRITICAL
MAC claiming many IPs One MAC responding for 3+ IPs HIGH
Gratuitous ARP flood Excessive unsolicited ARP replies MEDIUM
ARP flip-flop IP/MAC mapping changes rapidly HIGH

Scapy PCAP Analysis

from scapy.all import rdpcap, ARP
packets = rdpcap("capture.pcap")
arp_replies = [p for p in packets if ARP in p and p[ARP].op == 2]

System ARP Table

arp -a                  # Display ARP table
arp -d <ip>            # Delete ARP entry
ip neigh show          # Linux: show neighbor table

arpwatch Database Format

<mac>\t<ip>\t<timestamp>\t<hostname>

Detection Tools

Tool Description
arpwatch Monitors ARP table changes, emails on flip-flop
arpsnitch Real-time ARP spoofing alert
XArp Advanced ARP spoofing detection
Snort rule alert arp any any -> any any (msg:"ARP spoof"; ...)

External References

Scripts 1

agent.py7.0 KB
Display-only source. This catalog never executes bundled scripts.
#!/usr/bin/env python3
"""ARP poisoning detection agent for network traffic analysis."""

import json
import argparse
import subprocess
from datetime import datetime
from collections import defaultdict

try:
    from scapy.all import rdpcap, ARP
except ImportError:
    rdpcap = None


def analyze_pcap_arp(pcap_path):
    """Analyze PCAP file for ARP poisoning indicators."""
    if rdpcap is None:
        return [{"error": "Install scapy: pip install scapy"}]

    packets = rdpcap(pcap_path)
    arp_packets = [p for p in packets if ARP in p]

    ip_to_macs = defaultdict(set)
    mac_to_ips = defaultdict(set)
    gratuitous_arps = []
    arp_replies = []

    for pkt in arp_packets:
        arp = pkt[ARP]
        if arp.op == 2:  # ARP reply
            ip_to_macs[arp.psrc].add(arp.hwsrc)
            mac_to_ips[arp.hwsrc].add(arp.psrc)
            arp_replies.append({
                "src_mac": arp.hwsrc,
                "src_ip": arp.psrc,
                "dst_mac": arp.hwdst,
                "dst_ip": arp.pdst,
            })
        if arp.op == 2 and arp.pdst == arp.psrc:
            gratuitous_arps.append({
                "mac": arp.hwsrc,
                "ip": arp.psrc,
            })

    return {
        "total_arp_packets": len(arp_packets),
        "arp_replies": len(arp_replies),
        "gratuitous_arps": len(gratuitous_arps),
        "ip_to_macs": {ip: list(macs) for ip, macs in ip_to_macs.items()},
        "mac_to_ips": {mac: list(ips) for mac, ips in mac_to_ips.items()},
    }


def detect_arp_spoofing(arp_data):
    """Detect ARP spoofing from analyzed ARP traffic."""
    findings = []
    ip_to_macs = arp_data.get("ip_to_macs", {})
    mac_to_ips = arp_data.get("mac_to_ips", {})

    for ip, macs in ip_to_macs.items():
        if len(macs) > 1:
            findings.append({
                "indicator": "duplicate_mac_for_ip",
                "ip": ip,
                "macs": macs,
                "issue": f"IP {ip} associated with {len(macs)} different MACs — ARP spoofing likely",
                "severity": "CRITICAL",
            })

    for mac, ips in mac_to_ips.items():
        if len(ips) > 3:
            findings.append({
                "indicator": "mac_claiming_many_ips",
                "mac": mac,
                "ips": ips,
                "issue": f"MAC {mac} claims {len(ips)} IPs — possible ARP poisoning",
                "severity": "HIGH",
            })

    if arp_data.get("gratuitous_arps", 0) > 10:
        findings.append({
            "indicator": "excessive_gratuitous_arp",
            "count": arp_data["gratuitous_arps"],
            "issue": f"Excessive gratuitous ARPs ({arp_data['gratuitous_arps']}) — suspicious",
            "severity": "MEDIUM",
        })

    return findings


def check_arp_table():
    """Read current system ARP table and check for duplicates."""
    try:
        result = subprocess.run(["arp", "-a"], capture_output=True, text=True, timeout=10)
        lines = result.stdout.strip().split("\n")
    except Exception as e:
        return {"error": str(e)}

    ip_mac_map = {}
    duplicates = []
    for line in lines:
        parts = line.split()
        if len(parts) >= 3:
            ip = parts[0].strip("()")
            mac = parts[1] if ":" in parts[1] else (parts[3] if len(parts) > 3 and "-" in parts[3] else "")
            if mac and ip in ip_mac_map and ip_mac_map[ip] != mac:
                duplicates.append({
                    "ip": ip,
                    "mac_1": ip_mac_map[ip],
                    "mac_2": mac,
                    "issue": "Duplicate IP with different MACs in ARP table",
                    "severity": "CRITICAL",
                })
            if mac:
                ip_mac_map[ip] = mac

    return {"entries": len(ip_mac_map), "duplicates": duplicates}


def check_arpwatch_log(log_path="/var/lib/arpwatch/arp.dat"):
    """Parse arpwatch database for flip-flop entries."""
    entries = []
    try:
        with open(log_path, "r") as f:
            for line in f:
                parts = line.strip().split("\t")
                if len(parts) >= 3:
                    entries.append({
                        "mac": parts[0],
                        "ip": parts[1],
                        "timestamp": parts[2] if len(parts) > 2 else "",
                        "hostname": parts[3] if len(parts) > 3 else "",
                    })
    except FileNotFoundError:
        return {"error": f"arpwatch database not found at {log_path}"}
    except Exception as e:
        return {"error": str(e)}

    ip_history = defaultdict(list)
    for e in entries:
        ip_history[e["ip"]].append(e["mac"])

    flip_flops = {ip: macs for ip, macs in ip_history.items() if len(set(macs)) > 1}
    return {"total_entries": len(entries), "flip_flops": flip_flops}


def run_audit(args):
    """Execute ARP poisoning detection audit."""
    print(f"\n{'='*60}")
    print(f"  ARP POISONING DETECTION AUDIT")
    print(f"  Generated: {datetime.utcnow().isoformat()} UTC")
    print(f"{'='*60}\n")

    report = {}

    if args.pcap:
        arp_data = analyze_pcap_arp(args.pcap)
        report["arp_analysis"] = arp_data
        print(f"--- ARP TRAFFIC ANALYSIS ---")
        print(f"  Total ARP packets: {arp_data.get('total_arp_packets', 0)}")
        print(f"  ARP replies: {arp_data.get('arp_replies', 0)}")
        print(f"  Gratuitous ARPs: {arp_data.get('gratuitous_arps', 0)}")

        findings = detect_arp_spoofing(arp_data)
        report["findings"] = findings
        print(f"\n--- SPOOFING FINDINGS ({len(findings)}) ---")
        for f in findings:
            print(f"  [{f['severity']}] {f['issue']}")

    if args.check_table:
        table = check_arp_table()
        report["arp_table"] = table
        print(f"\n--- SYSTEM ARP TABLE ---")
        print(f"  Entries: {table.get('entries', 0)}")
        dups = table.get("duplicates", [])
        if dups:
            print(f"  DUPLICATES FOUND: {len(dups)}")
            for d in dups:
                print(f"    [{d['severity']}] {d['ip']}: {d['mac_1']} vs {d['mac_2']}")

    if args.arpwatch_db:
        aw = check_arpwatch_log(args.arpwatch_db)
        report["arpwatch"] = aw
        print(f"\n--- ARPWATCH DATABASE ---")
        ff = aw.get("flip_flops", {})
        print(f"  Flip-flop entries: {len(ff)}")
        for ip, macs in list(ff.items())[:10]:
            print(f"    {ip}: {macs}")

    return report


def main():
    parser = argparse.ArgumentParser(description="ARP Poisoning Detection Agent")
    parser.add_argument("--pcap", help="PCAP file to analyze for ARP spoofing")
    parser.add_argument("--check-table", action="store_true", help="Check system ARP table")
    parser.add_argument("--arpwatch-db", help="Path to arpwatch database")
    parser.add_argument("--output", help="Save report to JSON file")
    args = parser.parse_args()

    report = run_audit(args)
    if args.output:
        with open(args.output, "w") as f:
            json.dump(report, f, indent=2, default=str)
        print(f"\n[+] Report saved to {args.output}")


if __name__ == "__main__":
    main()
Keep exploring