network security

Implementing Network Access Control

Implements 802.1X port-based network access control using RADIUS authentication, PacketFence NAC, and switch configurations to enforce identity-based access policies, posture assessment, and automatic VLAN assignment for authorized devices.

802.1xnacnetwork-securitypacketfenceradius
Install this skill
npx skills add mukul975/Anthropic-Cybersecurity-Skills
Framework mappings

When to Use

  • Enforcing identity-based network access where only authenticated and compliant devices connect to the network
  • Implementing zero-trust networking at the access layer with dynamic VLAN assignment based on user role
  • Quarantining non-compliant devices that fail endpoint posture checks (missing patches, disabled AV)
  • Meeting compliance requirements (PCI-DSS, HIPAA, SOC 2) for network access controls
  • Onboarding BYOD devices with automated provisioning and limited network access

Do not use as a standalone security solution without complementary controls, for networks with devices that do not support 802.1X supplicants, or without proper fallback mechanisms for critical infrastructure.

Prerequisites

  • RADIUS server (FreeRADIUS, Microsoft NPS, or Cisco ISE) configured with user/device authentication
  • Managed switches supporting 802.1X port-based authentication
  • Certificate Authority for EAP-TLS certificate distribution (optional but recommended)
  • PacketFence or similar NAC platform for posture assessment and remediation
  • Active Directory or LDAP directory for centralized user authentication
  • DHCP server integration for dynamic IP assignment per VLAN

Workflow

Step 1: Install and Configure FreeRADIUS

# Install FreeRADIUS
sudo apt install -y freeradius freeradius-utils freeradius-ldap
 
# Configure RADIUS clients (switches that authenticate against RADIUS)
sudo tee /etc/freeradius/3.0/clients.conf << 'EOF'
client switch-core-01 {
    ipaddr = 10.10.100.1
    secret = R4d1u5_S3cr3t_K3y!
    shortname = core-switch
    nastype = cisco
}
 
client switch-access-01 {
    ipaddr = 10.10.100.10
    secret = R4d1u5_S3cr3t_K3y!
    shortname = access-switch-01
    nastype = cisco
}
 
client switch-access-02 {
    ipaddr = 10.10.100.11
    secret = R4d1u5_S3cr3t_K3y!
    shortname = access-switch-02
    nastype = cisco
}
EOF
 
# Configure LDAP module for Active Directory integration
sudo tee /etc/freeradius/3.0/mods-available/ldap << 'EOF'
ldap {
    server = 'ldap://dc01.corp.example.com'
    identity = 'CN=radius-svc,OU=Service Accounts,DC=corp,DC=example,DC=com'
    password = 'ServiceAccountPassword123!'
    base_dn = 'DC=corp,DC=example,DC=com'
 
    user {
        base_dn = "${..base_dn}"
        filter = "(sAMAccountName=%{%{Stripped-User-Name}:-%{User-Name}})"
    }
 
    group {
        base_dn = "${..base_dn}"
        filter = "(objectClass=group)"
        membership_attribute = 'memberOf'
    }
}
EOF
 
sudo ln -s /etc/freeradius/3.0/mods-available/ldap /etc/freeradius/3.0/mods-enabled/ldap

Step 2: Configure VLAN Assignment Policies

# Configure authorization policies for dynamic VLAN assignment
sudo tee /etc/freeradius/3.0/policy.d/vlan-assignment << 'EOF'
# VLAN assignment based on group membership
vlan_assignment {
    if (&LDAP-Group[*] == "CN=IT-Staff,OU=Groups,DC=corp,DC=example,DC=com") {
        update reply {
            Tunnel-Type = VLAN
            Tunnel-Medium-Type = IEEE-802
            Tunnel-Private-Group-ID = "10"
        }
    }
    elsif (&LDAP-Group[*] == "CN=Developers,OU=Groups,DC=corp,DC=example,DC=com") {
        update reply {
            Tunnel-Type = VLAN
            Tunnel-Medium-Type = IEEE-802
            Tunnel-Private-Group-ID = "15"
        }
    }
    elsif (&LDAP-Group[*] == "CN=Finance,OU=Groups,DC=corp,DC=example,DC=com") {
        update reply {
            Tunnel-Type = VLAN
            Tunnel-Medium-Type = IEEE-802
            Tunnel-Private-Group-ID = "20"
        }
    }
    else {
        # Default: Guest VLAN for unknown users
        update reply {
            Tunnel-Type = VLAN
            Tunnel-Medium-Type = IEEE-802
            Tunnel-Private-Group-ID = "40"
        }
    }
}
EOF
 
# Add vlan_assignment to the authorize section
# Edit /etc/freeradius/3.0/sites-enabled/default
# In the authorize section, add: vlan_assignment
 
# Configure EAP for 802.1X authentication
sudo tee /etc/freeradius/3.0/mods-available/eap << 'EAPEOF'
eap {
    default_eap_type = peap
    timer_expire = 60
    max_sessions = 4096
 
    tls-config tls-common {
        private_key_file = /etc/freeradius/3.0/certs/server.key
        certificate_file = /etc/freeradius/3.0/certs/server.pem
        ca_file = /etc/freeradius/3.0/certs/ca.pem
        dh_file = /etc/freeradius/3.0/certs/dh
        cipher_list = "HIGH:!aNULL:!MD5"
        tls_min_version = "1.2"
    }
 
    peap {
        tls = tls-common
        default_eap_type = mschapv2
        virtual_server = inner-tunnel
    }
 
    tls {
        tls = tls-common
    }
}
EAPEOF
 
# Start FreeRADIUS in debug mode for testing
sudo freeradius -X
 
# Test authentication
radtest testuser TestPassword123 localhost 0 testing123

Step 3: Configure 802.1X on Cisco Switches

! Enable AAA on the switch
enable
configure terminal
 
aaa new-model
aaa authentication dot1x default group radius
aaa authorization network default group radius
aaa accounting dot1x default start-stop group radius
 
! Configure RADIUS server
radius server FREERADIUS
  address ipv4 10.10.100.200 auth-port 1812 acct-port 1813
  key R4d1u5_S3cr3t_K3y!
  exit
 
! Enable 802.1X globally
dot1x system-auth-control
 
! Configure access ports for 802.1X
interface range GigabitEthernet1/0/1-24
  switchport mode access
  switchport access vlan 999
  authentication port-control auto
  authentication order dot1x mab
  authentication priority dot1x mab
  dot1x pae authenticator
  dot1x timeout tx-period 10
  mab
  authentication event fail action authorize vlan 999
  authentication event no-response action authorize vlan 40
  authentication host-mode multi-auth
  spanning-tree portfast
  exit
 
! Configure MAB (MAC Authentication Bypass) for devices without 802.1X
! Devices like printers, IP phones that cannot run a supplicant
interface range GigabitEthernet1/0/25-36
  switchport mode access
  switchport access vlan 999
  authentication port-control auto
  authentication order mab
  mab
  authentication event fail action authorize vlan 999
  authentication host-mode single-host
  spanning-tree portfast
  exit
 
! Configure guest VLAN for unauthenticated devices
interface range GigabitEthernet1/0/1-24
  authentication event no-response action authorize vlan 40
  authentication event fail action authorize vlan 999
  exit
 
! Configure critical VLAN for RADIUS server unavailability
interface range GigabitEthernet1/0/1-36
  authentication event server dead action authorize vlan 10
  authentication event server alive action reinitialize
  exit

Step 4: Deploy PacketFence NAC for Posture Assessment

# Install PacketFence
curl -fsSL https://inverse.ca/downloads/GPG_PUBLIC_KEY | sudo gpg --dearmor -o /etc/apt/keyrings/inverse.gpg
echo "deb [signed-by=/etc/apt/keyrings/inverse.gpg] https://inverse.ca/downloads/PacketFence/debian bookworm bookworm" | \
  sudo tee /etc/apt/sources.list.d/packetfence.list
sudo apt update && sudo apt install -y packetfence
 
# Run the PacketFence configurator
sudo /usr/local/pf/bin/pfcmd configreload
 
# Access web admin: https://<packetfence-ip>:1443
 
# Configure PacketFence connection profiles
# Admin UI: Configuration > Policies and Access Control > Connection Profiles
 
# Create compliance check (Windows Update status)
# Admin UI: Configuration > Compliance > Scan Engines
# Add: Windows Update compliance check
# Remediation VLAN: 999 (quarantine)
 
# Configure RADIUS integration
# PacketFence acts as a RADIUS proxy, receiving requests from switches
# and enforcing posture-based VLAN assignment
 
# Edit /usr/local/pf/conf/switches.conf
sudo tee -a /usr/local/pf/conf/switches.conf << 'EOF'
[10.10.100.10]
description=Access Switch 01
type=Cisco::Catalyst_2960
mode=production
radiusSecret=R4d1u5_S3cr3t_K3y!
SNMPVersion=2c
SNMPCommunityRead=public
SNMPCommunityWrite=private
VlanMap=Y
registrationVlan=40
isolationVlan=999
normalVlan=10
EOF

Step 5: Configure Supplicant on Endpoints

# Windows Group Policy for 802.1X configuration
# Computer Configuration > Policies > Windows Settings > Security Settings
# > System Services > Wired AutoConfig: Automatic
# > Network Policies:
#   Authentication method: Microsoft: Protected EAP (PEAP)
#   Inner method: EAP-MSCHAPv2
#   Trusted Root CA: Corporate CA
 
# Linux 802.1X configuration with wpa_supplicant
sudo tee /etc/wpa_supplicant/wpa_supplicant-wired.conf << 'EOF'
ctrl_interface=/var/run/wpa_supplicant
ap_scan=0
 
network={
    key_mgmt=IEEE8021X
    eap=PEAP
    identity="testuser@corp.example.com"
    password="UserPassword123"
    ca_cert="/etc/ssl/certs/corporate-ca.pem"
    phase2="auth=MSCHAPV2"
}
EOF
 
# Start wpa_supplicant for wired 802.1X
sudo wpa_supplicant -i eth0 -D wired -c /etc/wpa_supplicant/wpa_supplicant-wired.conf -B
 
# Verify authentication status
wpa_cli -i eth0 status
 
# macOS: System Preferences > Network > Ethernet > 802.1X
# Configure with PEAP and corporate credentials

Step 6: Test and Validate NAC Deployment

# Test 1: Authenticated device gets correct VLAN
# Connect a corporate laptop with 802.1X configured
# Verify VLAN assignment on the switch:
# show authentication sessions interface Gi1/0/1
 
# Expected:
# Session ID: 0A0A0A01000000010001
# Status: Authorized
# Domain: DATA
# Oper host mode: multi-auth
# Oper control dir: both
# Authorized By: Authentication Server
# Vlan Policy: 10
 
# Test 2: Unauthenticated device goes to guest VLAN
# Connect a device without 802.1X supplicant
# show authentication sessions interface Gi1/0/2
# Expected: Vlan Policy: 40 (Guest)
 
# Test 3: Failed authentication goes to quarantine
# Attempt authentication with wrong credentials
# Expected: Vlan Policy: 999 (Quarantine)
 
# Test 4: RADIUS server failure - critical VLAN
# Stop FreeRADIUS temporarily
# Connect a new device
# Expected: Vlan Policy: 10 (Critical/failover)
 
# Test 5: MAC Authentication Bypass
# Connect a printer (no supplicant)
# MAB should authenticate based on MAC address in RADIUS
# show authentication sessions interface Gi1/0/25
 
# Generate authentication report
# show authentication sessions | include Auth
# show dot1x all summary

Key Concepts

Term Definition
802.1X IEEE standard for port-based network access control that authenticates devices before granting network access via EAP and RADIUS
RADIUS Remote Authentication Dial-In User Service protocol used by network devices to authenticate users and receive authorization attributes (VLAN, ACL)
MAB (MAC Authentication Bypass) Fallback authentication method that uses a device's MAC address as credentials for devices that cannot run an 802.1X supplicant
EAP-PEAP Protected Extensible Authentication Protocol that wraps EAP in a TLS tunnel, commonly used with MSCHAPv2 for username/password authentication
Posture Assessment Evaluation of endpoint compliance status (OS patches, antivirus, encryption) before granting full network access
Dynamic VLAN Assignment RADIUS-driven automatic VLAN placement based on user identity, group membership, or device type, eliminating static port-based VLAN configuration

Tools & Systems

  • FreeRADIUS: Open-source RADIUS server supporting EAP-TLS, PEAP, LDAP integration, and dynamic VLAN assignment
  • PacketFence: Open-source NAC solution providing 802.1X integration, posture assessment, captive portal, and device registration
  • Cisco ISE: Enterprise NAC platform with profiling, posture, guest management, and TrustSec integration
  • wpa_supplicant: Open-source 802.1X supplicant for Linux and embedded systems supporting EAP-TLS, PEAP, and TTLS
  • Microsoft NPS: Windows Server RADIUS implementation integrating natively with Active Directory for 802.1X authentication

Common Scenarios

Scenario: Deploying 802.1X NAC in a Hospital Network

Context: A hospital needs to enforce network access control to meet HIPAA requirements. The network includes clinical workstations (domain-joined), medical devices (no 802.1X support), physician BYOD devices, and guest WiFi. The deployment must not disrupt patient care if the RADIUS server becomes unavailable.

Approach:

  1. Deploy FreeRADIUS integrated with Active Directory for user authentication and group-based VLAN assignment
  2. Configure domain-joined workstations for EAP-PEAP via Group Policy with auto-enrollment
  3. Register medical devices (infusion pumps, monitors) for MAB authentication using their MAC addresses in the RADIUS database
  4. Configure switches with authentication order dot1x then mab, with critical VLAN fallback to the clinical VLAN if RADIUS is unreachable
  5. Deploy PacketFence captive portal for physician BYOD onboarding with limited-access VLAN
  6. Configure posture checks requiring Windows Update compliance and BitLocker encryption for full access
  7. Test failover scenarios by stopping RADIUS and verifying devices remain on critical VLAN without disruption

Pitfalls:

  • Not configuring critical VLAN fallback, causing devices to lose network access when RADIUS is unavailable
  • MAB MAC address databases becoming stale as medical devices are replaced or moved
  • 802.1X timeouts causing delays at workstation login, especially with slow RADIUS responses
  • Not testing multi-host mode on ports with IP phones and workstations daisy-chained

Output Format

## NAC Deployment Report
 
**RADIUS Server**: freeradius-01 (10.10.100.200)
**NAC Platform**: PacketFence 13.1
**Switches Configured**: 12 access switches
**Total Ports**: 576 access ports
 
### Authentication Summary (24-hour)
 
| Auth Type | Success | Failure | Total |
|-----------|---------|---------|-------|
| 802.1X (PEAP) | 342 | 12 | 354 |
| MAB | 87 | 3 | 90 |
| Guest Portal | 23 | 5 | 28 |
 
### VLAN Assignment Distribution
 
| VLAN | Name | Assigned Devices |
|------|------|------------------|
| 10 | Corporate | 245 |
| 15 | Development | 67 |
| 20 | Finance | 30 |
| 40 | Guest | 23 |
| 50 | Medical Devices | 87 |
| 999 | Quarantine | 15 (posture fail) |
 
### Compliance Status
- 802.1X coverage: 100% of access ports
- Posture pass rate: 95.8% (15 devices quarantined for missing patches)
- RADIUS failover tested: Successful (critical VLAN activated in 3 seconds)
Source materials

References and resources

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

References 1

api-reference.md2.0 KB

API Reference: Implementing Network Access Control

Libraries

pyrad (RADIUS Client)

  • Install: pip install pyrad
  • Docs: https://pypi.org/project/pyrad/
  • Client(server, secret, dict) -- Create RADIUS client
  • CreateAuthPacket() -- Build Access-Request
  • SendPacket(req) -- Send and receive RADIUS reply
  • Response codes: AccessAccept, AccessReject, AccessChallenge

pysnmp (SNMP for Switch Queries)

  • Install: pip install pysnmp
  • Docs: https://pysnmp.readthedocs.io/
  • getCmd() -- SNMP GET request
  • nextCmd() -- SNMP GETNEXT/walk
  • CommunityData() -- SNMPv2c community string
  • UsmUserData() -- SNMPv3 authentication

802.1X SNMP OIDs

OID Description
1.3.6.1.2.1.8802.1.1.1.1.2.1.1.1 dot1xAuthAuthControlledPortStatus
1.3.6.1.2.1.8802.1.1.1.1.2.1.1.2 dot1xAuthAuthControlledPortControl
1.3.6.1.2.1.8802.1.1.1.1.2.4.1.1 dot1xAuthSessionAuthenticMethod

RADIUS Attributes

Attribute Use
User-Name Client identity
User-Password PAP password
NAS-IP-Address Switch/AP IP
NAS-Port-Type Port type (Ethernet, Wireless)
Tunnel-Type VLAN assignment (13 = VLAN)
Tunnel-Medium-Type Medium (6 = 802)
Tunnel-Private-Group-Id VLAN ID for dynamic assignment
Filter-Id ACL name to apply

EAP Methods

  • EAP-TLS: Certificate-based (strongest, requires PKI)
  • PEAP: Password with TLS tunnel
  • EAP-TTLS: Tunneled TLS (flexible inner auth)
  • MAB: MAC Authentication Bypass (fallback, no supplicant)

PacketFence NAC API

  • REST API at https://packetfence:9999/api/v1/
  • GET /nodes -- List known devices
  • POST /nodes/{mac}/register -- Register device
  • GET /violations -- Active violations

External References

Scripts 1

agent.py8.6 KB
Display-only source. This catalog never executes bundled scripts.
#!/usr/bin/env python3
"""Network Access Control (802.1X/NAC) monitoring agent using RADIUS and SNMP."""

import json
import sys
import argparse
from datetime import datetime
from collections import Counter

try:
    from pyrad.client import Client
    from pyrad.dictionary import Dictionary
    from pyrad import packet
except ImportError:
    print("Install pyrad: pip install pyrad")
    sys.exit(1)

try:
    from pysnmp.hlapi import nextCmd, SnmpEngine, CommunityData, UdpTransportTarget, ContextData, ObjectType, ObjectIdentity
    HAS_SNMP = True
except ImportError:
    HAS_SNMP = False


def test_radius_auth(server, secret, username, password, port=1812):
    """Test RADIUS authentication for a user credential pair."""
    srv = Client(server=server, secret=secret.encode(),
                 dict=Dictionary(dict_file=None))
    srv.AuthPort = port
    req = srv.CreateAuthPacket(code=packet.AccessRequest, User_Name=username)
    req["User-Password"] = req.PwCrypt(password)
    req["NAS-IP-Address"] = "192.168.1.1"
    req["NAS-Port-Type"] = "Ethernet"
    req["NAS-Port"] = 1
    try:
        reply = srv.SendPacket(req)
        if reply.code == packet.AccessAccept:
            attrs = {}
            for key in reply.keys():
                attrs[key] = reply[key]
            return {"status": "ACCEPT", "user": username, "attributes": str(attrs)}
        elif reply.code == packet.AccessReject:
            return {"status": "REJECT", "user": username, "reason": "Invalid credentials"}
        elif reply.code == packet.AccessChallenge:
            return {"status": "CHALLENGE", "user": username, "reason": "Additional auth required"}
    except Exception as e:
        return {"status": "ERROR", "user": username, "error": str(e)}


def parse_radius_log(log_file, max_lines=1000):
    """Parse FreeRADIUS log file for authentication events."""
    events = []
    try:
        with open(log_file, "r") as f:
            for i, line in enumerate(f):
                if i >= max_lines:
                    break
                if "Auth:" in line or "Login" in line:
                    parts = line.strip().split()
                    event = {"raw": line.strip(), "timestamp": " ".join(parts[:3]) if len(parts) > 3 else ""}
                    if "Login OK" in line:
                        event["result"] = "SUCCESS"
                    elif "Login incorrect" in line:
                        event["result"] = "FAILURE"
                    elif "Invalid user" in line:
                        event["result"] = "INVALID_USER"
                    else:
                        event["result"] = "OTHER"
                    events.append(event)
    except FileNotFoundError:
        events.append({"error": f"Log file not found: {log_file}"})
    return events


def check_switch_port_status(switch_ip, community="public"):
    """Query switch via SNMP for 802.1X port authentication status."""
    if not HAS_SNMP:
        return [{"error": "pysnmp not installed. Run: pip install pysnmp"}]

    dot1x_auth_oid = "1.3.6.1.2.1.8802.1.1.1.1.2.1.1.1"
    results = []
    iterator = nextCmd(
        SnmpEngine(), CommunityData(community),
        UdpTransportTarget((switch_ip, 161)),
        ContextData(),
        ObjectType(ObjectIdentity(dot1x_auth_oid)),
        maxRows=100)

    for errorIndication, errorStatus, errorIndex, varBinds in iterator:
        if errorIndication or errorStatus:
            results.append({"error": str(errorIndication or errorStatus)})
            break
        for varBind in varBinds:
            oid, value = varBind
            port_index = str(oid).split(".")[-1]
            auth_states = {1: "initialize", 2: "disconnected", 3: "connecting",
                           4: "authenticating", 5: "authenticated",
                           6: "aborting", 7: "held", 8: "forceAuth", 9: "forceUnauth"}
            results.append({
                "port": port_index,
                "state": auth_states.get(int(value), f"unknown({value})"),
                "state_code": int(value)
            })
    return results


def analyze_auth_events(events):
    """Analyze authentication events for security issues."""
    result_counts = Counter(e.get("result", "UNKNOWN") for e in events)
    total = len(events)
    failures = result_counts.get("FAILURE", 0) + result_counts.get("INVALID_USER", 0)
    success_rate = round((result_counts.get("SUCCESS", 0) / max(total, 1)) * 100, 1)

    analysis = {
        "total_events": total,
        "successes": result_counts.get("SUCCESS", 0),
        "failures": failures,
        "invalid_users": result_counts.get("INVALID_USER", 0),
        "success_rate": success_rate,
        "risk_level": "HIGH" if failures > total * 0.3 else "MEDIUM" if failures > total * 0.1 else "LOW",
    }

    if failures > 20:
        analysis["alert"] = "High number of authentication failures - possible brute force attack"

    return analysis


def generate_nac_policy_check():
    """Generate a NAC compliance policy checklist."""
    policies = [
        {"check": "802.1X enforcement", "requirement": "All access ports configured for dot1x",
         "standard": "PCI-DSS 1.2"},
        {"check": "Guest VLAN isolation", "requirement": "Unauthenticated devices on restricted VLAN",
         "standard": "NIST 800-53 AC-4"},
        {"check": "MAB fallback", "requirement": "MAC Authentication Bypass for non-supplicant devices",
         "standard": "Best Practice"},
        {"check": "EAP-TLS certificates", "requirement": "Certificate-based auth for managed devices",
         "standard": "NIST 800-53 IA-5"},
        {"check": "Posture assessment", "requirement": "Endpoint compliance check before full access",
         "standard": "PCI-DSS 5.3"},
        {"check": "Dynamic VLAN assignment", "requirement": "Role-based VLAN via RADIUS attributes",
         "standard": "NIST 800-53 AC-6"},
        {"check": "Re-authentication timer", "requirement": "Periodic re-auth every 3600 seconds",
         "standard": "Best Practice"},
        {"check": "RADIUS accounting", "requirement": "Accounting enabled for audit trail",
         "standard": "SOC 2 CC6.1"},
    ]
    return policies


def run_nac_audit(radius_log=None, switch_ip=None, community="public"):
    """Run NAC security audit."""
    print(f"\n{'='*60}")
    print(f"  NETWORK ACCESS CONTROL AUDIT")
    print(f"  Generated: {datetime.utcnow().strftime('%Y-%m-%d %H:%M:%S')} UTC")
    print(f"{'='*60}\n")

    policies = generate_nac_policy_check()
    print(f"--- NAC POLICY CHECKLIST ---")
    for p in policies:
        print(f"  [ ] {p['check']}: {p['requirement']} ({p['standard']})")

    if radius_log:
        events = parse_radius_log(radius_log)
        analysis = analyze_auth_events(events)
        print(f"\n--- RADIUS AUTH ANALYSIS ---")
        print(f"  Total Events:  {analysis['total_events']}")
        print(f"  Successes:     {analysis['successes']}")
        print(f"  Failures:      {analysis['failures']}")
        print(f"  Success Rate:  {analysis['success_rate']}%")
        print(f"  Risk Level:    {analysis['risk_level']}")
        if analysis.get("alert"):
            print(f"  ALERT: {analysis['alert']}")

    if switch_ip:
        ports = check_switch_port_status(switch_ip, community)
        print(f"\n--- SWITCH PORT STATUS ({switch_ip}) ---")
        for p in ports[:20]:
            if "error" in p:
                print(f"  Error: {p['error']}")
            else:
                icon = "[OK]" if p["state"] == "authenticated" else "[!!]"
                print(f"  {icon} Port {p['port']}: {p['state']}")

    print(f"\n{'='*60}\n")
    return {"policies": policies}


def main():
    parser = argparse.ArgumentParser(description="Network Access Control Agent")
    parser.add_argument("--audit", action="store_true", help="Run NAC audit")
    parser.add_argument("--radius-log", help="Path to FreeRADIUS log file")
    parser.add_argument("--switch", help="Switch IP for SNMP 802.1X status check")
    parser.add_argument("--community", default="public", help="SNMP community string")
    parser.add_argument("--test-auth", nargs=4, metavar=("SERVER", "SECRET", "USER", "PASS"),
                        help="Test RADIUS authentication")
    parser.add_argument("--output", help="Save report to JSON")
    args = parser.parse_args()

    if args.test_auth:
        result = test_radius_auth(*args.test_auth)
        print(json.dumps(result, indent=2))
    elif args.audit:
        report = run_nac_audit(args.radius_log, args.switch, args.community)
        if args.output:
            with open(args.output, "w") as f:
                json.dump(report, f, indent=2, default=str)
    else:
        parser.print_help()


if __name__ == "__main__":
    main()
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