autohandai Performing Linux Log Forensics Investigation
Overview
Linux systems maintain extensive logs that serve as primary evidence sources in forensic investigations. Unlike Windows Event Logs, Linux logs are typically plain-text files stored in /var/log/ and binary journal files managed by systemd-journald. Key forensic logs include auth.log (authentication events, sudo usage, SSH sessions), syslog (system-wide messages), kern.log (kernel events), and application-specific logs. The Linux Audit framework (auditd) provides detailed security event logging comparable to Windows Security Event Logs. Forensic analysis of these logs enables investigators to reconstruct user sessions, identify unauthorized access, detect privilege escalation, trace lateral movement, and establish comprehensive event timelines.
Key Log Files and Locations
| Log File | Path | Contents |
|---|---|---|
| auth.log / secure | /var/log/auth.log (Debian) or /var/log/secure (RHEL) | Authentication, sudo, SSH, PAM |
| syslog / messages | /var/log/syslog (Debian) or /var/log/messages (RHEL) | General system messages |
| kern.log | /var/log/kern.log | Kernel messages, USB events, driver loads |
| lastlog | /var/log/lastlog | Last login per user (binary) |
| wtmp | /var/log/wtmp | Login/logout records (binary, read with last) |
| btmp | /var/log/btmp | Failed login attempts (binary, read with lastb) |
| faillog | /var/log/faillog | Failed login counter (binary) |
| cron.log | /var/log/cron or /var/log/syslog | Scheduled task execution |
| audit.log | /var/log/audit/audit.log | Linux Audit Framework events |
| journal | /var/log/journal/ or /run/log/journal/ | systemd binary journal |
| dpkg.log | /var/log/dpkg.log | Package installation/removal (Debian) |
| yum.log | /var/log/yum.log | Package installation/removal (RHEL) |
Analysis Techniques
Authentication Log Analysis
# Find all successful SSH logins
grep "Accepted" /var/log/auth.log
# Find failed SSH login attempts
grep "Failed password" /var/log/auth.log
# Extract unique source IPs from failed logins
grep "Failed password" /var/log/auth.log | grep -oP '\d+\.\d+\.\d+\.\d+' | sort -u
# Find sudo command execution
grep "sudo:" /var/log/auth.log | grep "COMMAND"
# Detect brute force patterns (>10 failures from same IP)
grep "Failed password" /var/log/auth.log | awk '{print $(NF-3)}' | sort | uniq -c | sort -rn | head -20
# Find account creation events
grep "useradd\|adduser" /var/log/auth.log
# Detect SSH key authentication
grep "Accepted publickey" /var/log/auth.log
Systemd Journal Analysis
# Export journal in JSON format for forensic processing
journalctl --output=json --no-pager > journal_export.json
# Filter by time range
journalctl --since "2025-02-01" --until "2025-02-15" --output=json > timerange.json
# Filter by unit/service
journalctl -u sshd --output=json > sshd_journal.json
# Show kernel messages (USB events, module loads)
journalctl -k --output=json > kernel_journal.json
# Filter by priority (0=emerg to 7=debug)
journalctl -p err --output=json > errors.json
# Boot-specific logs
journalctl -b 0 --output=json > current_boot.json
journalctl --list-boots # List all recorded boot sessions
Linux Audit Framework Analysis
# Search audit log for specific event types
ausearch -m USER_AUTH --start today
# Search for file access events
ausearch -f /etc/shadow
# Search for process execution
ausearch -m EXECVE --start "02/01/2025" --end "02/28/2025"
# Generate report of login events
aureport --login --start "02/01/2025"
# Generate summary of failed authentications
aureport --auth --failed
# Search for specific user activity
ausearch -ua 1001 # By UID
ausearch -ua username # By username
Cron Job Investigation
# Check system-wide crontab
cat /etc/crontab
# Check user crontabs
ls -la /var/spool/cron/crontabs/
# Review cron execution logs
grep "CRON" /var/log/syslog
# Check for at/batch jobs
ls -la /var/spool/at/
atq
Python Forensic Log Parser
import re
import json
import sys
import os
from datetime import datetime
from collections import defaultdict
class LinuxLogForensicAnalyzer:
"""Analyze Linux system logs for forensic investigation."""
def __init__(self, log_dir: str, output_dir: str):
self.log_dir = log_dir
self.output_dir = output_dir
os.makedirs(output_dir, exist_ok=True)
def parse_auth_log(self, auth_log_path: str) -> dict:
"""Parse auth.log for authentication events."""
events = {
"successful_logins": [],
"failed_logins": [],
"sudo_commands": [],
"account_changes": [],
"ssh_sessions": []
}
ssh_accepted = re.compile(
r'(\w+\s+\d+\s+[\d:]+)\s+(\S+)\s+sshd\[\d+\]:\s+Accepted\s+(\S+)\s+for\s+(\S+)\s+from\s+([\d.]+)'
)
ssh_failed = re.compile(
r'(\w+\s+\d+\s+[\d:]+)\s+(\S+)\s+sshd\[\d+\]:\s+Failed\s+password\s+for\s+(\S*)\s+from\s+([\d.]+)'
)
sudo_cmd = re.compile(
r'(\w+\s+\d+\s+[\d:]+)\s+(\S+)\s+sudo:\s+(\S+)\s+:.*COMMAND=(.*)'
)
useradd = re.compile(
r'(\w+\s+\d+\s+[\d:]+)\s+(\S+)\s+useradd\[\d+\]:\s+new user: name=(\S+)'
)
with open(auth_log_path, "r", errors="replace") as f:
for line in f:
m = ssh_accepted.search(line)
if m:
events["successful_logins"].append({
"timestamp": m.group(1), "host": m.group(2),
"method": m.group(3), "user": m.group(4), "source_ip": m.group(5)
})
continue
m = ssh_failed.search(line)
if m:
events["failed_logins"].append({
"timestamp": m.group(1), "host": m.group(2),
"user": m.group(3), "source_ip": m.group(4)
})
continue
m = sudo_cmd.search(line)
if m:
events["sudo_commands"].append({
"timestamp": m.group(1), "host": m.group(2),
"user": m.group(3), "command": m.group(4).strip()
})
continue
m = useradd.search(line)
if m:
events["account_changes"].append({
"timestamp": m.group(1), "host": m.group(2),
"new_user": m.group(3)
})
return events
def detect_brute_force(self, auth_events: dict, threshold: int = 10) -> list:
"""Detect brute force attempts from auth log data."""
ip_failures = defaultdict(int)
for event in auth_events.get("failed_logins", []):
ip_failures[event["source_ip"]] += 1
brute_force = []
for ip, count in ip_failures.items():
if count >= threshold:
brute_force.append({"source_ip": ip, "failed_attempts": count})
return sorted(brute_force, key=lambda x: x["failed_attempts"], reverse=True)
def generate_report(self, auth_log_path: str) -> str:
"""Generate comprehensive forensic analysis report."""
auth_events = self.parse_auth_log(auth_log_path)
brute_force = self.detect_brute_force(auth_events)
report = {
"analysis_timestamp": datetime.now().isoformat(),
"log_source": auth_log_path,
"summary": {
"successful_logins": len(auth_events["successful_logins"]),
"failed_logins": len(auth_events["failed_logins"]),
"sudo_commands": len(auth_events["sudo_commands"]),
"account_changes": len(auth_events["account_changes"]),
"brute_force_sources": len(brute_force)
},
"brute_force_detected": brute_force,
"auth_events": auth_events
}
report_path = os.path.join(self.output_dir, "linux_log_forensics.json")
with open(report_path, "w") as f:
json.dump(report, f, indent=2)
print(f"[*] Successful logins: {report['summary']['successful_logins']}")
print(f"[*] Failed logins: {report['summary']['failed_logins']}")
print(f"[*] Sudo commands: {report['summary']['sudo_commands']}")
print(f"[*] Brute force sources: {report['summary']['brute_force_sources']}")
return report_path
def main():
if len(sys.argv) < 3:
print("Usage: python process.py <auth_log_path> <output_dir>")
sys.exit(1)
analyzer = LinuxLogForensicAnalyzer(os.path.dirname(sys.argv[1]), sys.argv[2])
analyzer.generate_report(sys.argv[1])
if __name__ == "__main__":
main()
References
- Linux Forensics In Depth: https://amr-git-dot.github.io/forensic%20investigation/Linux_Forensics/
- SANS Practical Linux Forensics: https://nostarch.com/linuxforensics
- HackTricks Linux Forensics: https://book.hacktricks.xyz/generic-methodologies-and-resources/basic-forensic-methodology/linux-forensics
- Log Sources for Digital Forensics: https://letsdefend.io/blog/log-sources-for-digital-forensics-windows-and-linux