Detecting Lateral Movement With Zeek

Detecting Lateral Movement with Zeek

Analyze Zeek network logs to identify lateral movement techniques including SMB admin share access, DCE/RPC remote service creation, Pass-the-Hash via NTLM, Kerberos ticket anomalies, and large internal data transfers indicative of staging or exfiltration between hosts.

When to Use

• Hunting for lateral movement after an initial compromise indicator is found on one endpoint
• Investigating suspected Pass-the-Hash or Pass-the-Ticket attacks across the internal network
• Monitoring SMB traffic for unauthorized file transfers to admin shares (C$, ADMIN$, IPC$)
• Detecting remote service execution via DCE/RPC (PsExec, schtasks, WMI lateral patterns)
• Building alerting rules for internal network anomalies in a Zeek-based NSMP deployment
• Performing post-incident timeline reconstruction using Zeek logs as a network-level evidence source

Do not use as a standalone detection mechanism. Zeek sees network traffic only; combine with endpoint telemetry (Sysmon, EDR) for full visibility. Encrypted SMB3 traffic may limit Zeek's visibility into file-level details.

Prerequisites

• Zeek 6.0+ deployed on a network tap or SPAN port monitoring internal VLAN traffic
• Zeek SMB analyzer enabled (loaded by default: @load base/protocols/smb)
• Zeek DCE/RPC analyzer enabled (@load base/protocols/dce-rpc)
• Zeek Kerberos analyzer enabled (@load base/protocols/krb)
• Python 3.8+ with pandas for log analysis
• Access to Zeek log directory (default: /opt/zeek/logs/current/)
• Familiarity with Zeek TSV log format (fields separated by \t, header lines prefixed with #)

Workflow

Step 1: Verify Zeek Log Collection

Confirm that Zeek is producing the required log files for lateral movement detection:

# Check that all required analyzers are producing logs
ls -la /opt/zeek/logs/current/conn.log
ls -la /opt/zeek/logs/current/smb_mapping.log
ls -la /opt/zeek/logs/current/smb_files.log
ls -la /opt/zeek/logs/current/dce_rpc.log
ls -la /opt/zeek/logs/current/kerberos.log
ls -la /opt/zeek/logs/current/ntlm.log

# Quick field check on conn.log
zeek-cut id.orig_h id.resp_h id.resp_p proto service < /opt/zeek/logs/current/conn.log | head -20

Step 2: Parse conn.log for Internal Lateral Patterns

Identify connections between internal hosts on lateral-movement-associated ports:

# Extract SMB connections (port 445) between internal hosts
zeek-cut ts id.orig_h id.orig_p id.resp_h id.resp_p proto service duration orig_bytes resp_bytes \
  < /opt/zeek/logs/current/conn.log \
  | awk '$5 == 445 && $7 == "smb"'

# Extract DCE/RPC connections (port 135)
zeek-cut ts id.orig_h id.resp_h id.resp_p service \
  < /opt/zeek/logs/current/conn.log \
  | awk '$4 == 135'

# Extract WinRM connections (port 5985/5986)
zeek-cut ts id.orig_h id.resp_h id.resp_p service \
  < /opt/zeek/logs/current/conn.log \
  | awk '$4 == 5985 || $4 == 5986'

Step 3: Analyze SMB Admin Share Access

Detect access to administrative shares (C$, ADMIN$, IPC$) which is the primary vector for tools like PsExec:

# Check smb_mapping.log for admin share access
zeek-cut ts id.orig_h id.resp_h path share_type \
  < /opt/zeek/logs/current/smb_mapping.log \
  | grep -iE '(C\$|ADMIN\$|IPC\$)'

# Check smb_files.log for file writes to admin shares
zeek-cut ts id.orig_h id.resp_h action path name size \
  < /opt/zeek/logs/current/smb_files.log \
  | grep -i 'SMB::FILE_WRITE'

Step 4: Detect DCE/RPC Remote Service Operations

Monitor for remote service creation and scheduled task registration via DCE/RPC:

# Look for service control manager operations (PsExec pattern)
zeek-cut ts id.orig_h id.resp_h endpoint operation \
  < /opt/zeek/logs/current/dce_rpc.log \
  | grep -iE '(svcctl|atsvc|ITaskSchedulerService)'

Step 5: Detect Pass-the-Hash via NTLM

Analyze ntlm.log for authentication anomalies indicating credential reuse:

# Extract NTLM authentications
zeek-cut ts id.orig_h id.resp_h username domainname server_nb_computer_name success \
  < /opt/zeek/logs/current/ntlm.log

# Failed NTLM authentications (brute force or credential testing)
zeek-cut ts id.orig_h id.resp_h username success \
  < /opt/zeek/logs/current/ntlm.log \
  | awk '$5 == "F"'

Step 6: Run the Automated Analysis Agent

Use the provided agent.py for comprehensive lateral movement detection:

python3 agent.py /opt/zeek/logs/current/
python3 agent.py /opt/zeek/logs/2026-03-18/  # Analyze a specific date

Verification

• Confirm conn.log captures internal SMB (port 445) and DCE/RPC (port 135) connections with correct field parsing
• Verify smb_mapping.log correctly logs admin share paths (C$, ADMIN$, IPC$)
• Test with a known PsExec execution in a lab: expect to see SMB FILE_WRITE of the service binary followed by DCE/RPC svcctl CreateService
• Validate NTLM log parsing by performing a test authentication and confirming username, domain, and success fields are captured
• Cross-reference Zeek alerts with Sysmon Event ID 1 (Process Creation) on the target host to confirm end-to-end detection
• Verify the agent correctly handles both TSV and JSON Zeek log formats