Java App Security: Threat Detection, Monitoring & Automated Response
SOC Guide: Protecting Healthcare Java Apps with YARA, KQL & SOAR
1. Introduction
Audience: Healthcare IT security teams managing credential-based Java applications (EHRs, patient portals) with:
- Large # of users
- Possible issues with 2FA or FIDO2 implementations (bound to username/password only controls only)
- Browser-based interfaces
Scope: Covers threat detection (YARA, KQL), incident response playbooks, and SOAR automation for:
- Credential stuffing
- Ransomware
- EHR data exfiltration
- Framework exploits (Log4j, Spring4Shell)
2. Critical Threat Detection
A. Key Log Sources to Monitor
<table style="border: 1px solid lightgrey; border-collapse: collapse; width: 100%;">
<thead>
<tr style="border: 1px solid lightgrey;">
<th style="border: 1px solid lightgrey; padding: 8px;">Log Type</th>
<th style="border: 1px solid lightgrey; padding: 8px;">Critical Alerts</th>
<th style="border: 1px solid lightgrey; padding: 8px;">Sample KQL</th>
</tr>
</thead>
<tbody>
<tr style="border: 1px solid lightgrey;">
<td style="border: 1px solid lightgrey; padding: 8px;">Authentication</td>
<td style="border: 1px solid lightgrey; padding: 8px;">Brute force, impossible travel</td>
<td style="border: 1px solid lightgrey; padding: 8px;"><code>SecurityEvent | where EventID == 4625</code></td>
</tr>
<tr style="border: 1px solid lightgrey;">
<td style="border: 1px solid lightgrey; padding: 8px;">EHR Access</td>
<td style="border: 1px solid lightgrey; padding: 8px;">Mass record downloads</td>
<td style="border: 1px solid lightgrey; padding: 8px;"><code>AuditLogs | where Operation == "ReadPatientRecord"</code></td>
</tr>
<tr style="border: 1px solid lightgrey;">
<td style="border: 1px solid lightgrey; padding: 8px;">Network</td>
<td style="border: 1px solid lightgrey; padding: 8px;">Unencrypted PHI transfers</td>
<td style="border: 1px solid lightgrey; padding: 8px;"><code>NetworkLogs | where Protocol == "HTTP" and isempty(SSLVersion)</code></td>
</tr>
</tbody>
</table>
B. YARA Rules for Healthcare Threats
Detect Ransomware Payloads
rule Java_Ransomware {
strings: $encrypt = "Cipher.getInstance(\"AES\")", $note = "YOUR_FILES_ARE_ENCRYPTED"
condition: $encrypt and $note
}
EPIC/Cerner API Scraping
rule EHR_API_Scraper {
strings: $epic_api = "/api/FHIR/R4/Patient", $mass_query = "?_count=1000"
condition: $epic_api and $mass_query
}
3. SOAR Playbooks for Automated Response
Assumes integration with Microsoft Sentinel, Splunk SOAR, or Demisto.
Playbook 1: Brute Force Attack Response
Trigger: >5 failed logins/minute from a single IP.
Automated Actions:
- Block IP in firewall (via API call to Palo Alto/Cisco).
- Disable compromised account (Active Directory API).
- Alert SOC via Teams/Slack with attacker IP and username.
- Enforce 2FA for the affected user (Okta/Azure AD API).
# Pseudocode for Splunk SOAR
def handle_brute_force(event):
ip = event.get('src_ip')
user = event.get('account')
block_ip(ip) # Firewall API call
disable_user(user) # AD API call
send_alert(f"Brute force attack blocked: {user} from {ip}")
Playbook 2: Ransomware Encryption Detected
Trigger: Mass file renames to .encrypted
or .locky
.
Automated Actions:
- Isolate host (EDR API like CrowdStrike).
- Kill malicious process (e.g.,
java.exe
with suspicious args). - Restore files from backup (Storage Area Network API).
- Trigger IR workflow (assign to SOC Tier 2).
# Pseudocode for Demisto
def handle_ransomware(file_event):
host = file_event.get('hostname')
isolate_host(host) # EDR API
kill_process(file_event.get('process_id'))
restore_files(file_event.get('file_paths'))
Playbook 3: EHR Data Exfiltration
Trigger: 100+ patient records downloaded by a single user in 1 hour.
Automated Actions:
- Revoke user sessions (Okta/Azure AD API).
- Quarantine exported files (DLP tool API).
- Freeze user account and alert legal/compliance teams.
# Pseudocode for Microsoft Sentinel Logic App
def handle_data_exfil(user):
revoke_sessions(user)
quarantine_files(f"User {user} exported PHI")
notify_legal_team(user)
4. Compliance & Reporting
HIPAA/GDPR Automated Reports
- Weekly Access Audits:
AuditLogs | summarize RecordsAccessed=count() by UserId, PatientID
- Breach Notification Workflow: Auto-generate reports for regulators when PHI is exfiltrated.
5. MITRE ATT&CK Mapping
Threat | Tactic | SOAR Playbook |
---|---|---|
Brute Force | Credential Access | Block IP + Disable Account |
Ransomware | Impact | Isolate Host + Restore Backups |
Data Exfiltration | Exfiltration | Revoke Sessions + Legal Alert |
6. Deployment Checklist
A. For YARA Rules
- Deploy on EDR (CrowdStrike/SentinelOne) and CI/CD pipelines.
- Scan all
.jar
,.jsp
, and.class
files.
B. For KQL & SOAR
- Import queries into Microsoft Sentinel/Splunk.
- Test playbooks in staging with mock attacks.
- Set thresholds: E.g., >5 failed logins = critical alert.