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# ⚠️ CRITICAL LEGAL NOTICE & ETHICAL RED TEAMING DISCLAIMER

### **DOCUMENT ID: PURPLE-ELITE-ETHICS-2026-STRICT**

**CLASSIFICATION: HIGHLY_CLASSIFIED_MATERIAL_INFORMATION** **TARGET VULNERABILITY: CVE-2024-50050 (RCE via Insecure Deserialization)** 

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## 1. ABSOLUTE LEGAL MANDATE (DETERMINISTIC ENFORCEMENT)

This document and all associated artifacts—including but not limited to the **Pickle Virtual Machine (PVM) exploitation scripts**, **ZeroMQ injection vectors**, and **Supply Chain poisoning hypotheses**—are strictly governed by the following legal and ethical mandates:

* 1.1. Explicit Authorization Requirement: Use of the exploitation framework described in this documentation is **STRICTLY PROHIBITED** unless performed on systems that you **OWN** or for which you have obtained **EXPLICIT WRITTEN PERMISSION** from the authorized owner for the sole purpose of penetration testing.


* 1.2. Criminal Liability: Any unauthorized access, data exfiltration, or resource hijacking (e.g., GPU Hijacking) performed using these techniques constitutes a **CRIMINAL OFFENSE** under global cybersecurity laws, including the **Computer Fraud and Abuse Act (CFAA)**, the **Indonesian ITE Law**, and equivalent international statutes.


* 1.3. Zero Liability Clause: The author (**Sastra_Adi_Wiguna / Purple_Elite_Teaming**) and any associated entities accept **ZERO LIABILITY** for any misuse, systemic damage, financial loss, or legal consequences resulting from the application of these research materials. Users operate this framework at their own absolute risk.



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## 2. RED TEAMING RULES OF ENGAGEMENT (ROE)

Practitioners utilizing this framework for **Purple Team Defensive Analysis** must adhere to a strict deterministic ROE to ensure the integrity of the research:

### **A. Operational Integrity**

* **No Production Execution:** Never deploy or execute these exploitation vectors within a live production environment. All testing must be confined to the provided **Isolated Lab Environment**.


* 
**Data Preservation:** Do not attempt to modify, corrupt, or permanently delete model weights (`.safetensors`) or configuration files unless in a controlled recovery test.


* 
**Non-Destructive Scanning:** When utilizing the `zmq_scanner.py`, ensure scanning rates do not exceed bandwidth thresholds that could cause Denial of Service (DoS) to legitimate AI infrastructure.



### **B. Disclosure & Reporting**

* 
**Responsible Disclosure:** Any new variants of the **Pickle-based RCE** or **Supply Chain Hijacking** discovered during research must be reported to the relevant vendors (e.g., Meta AI Security) before public dissemination.


* 
**Indicator of Compromise (IOC) Sharing:** Defensive teams should use the findings to generate **Snort/Suricata** rules and **YARA** signatures to protect the broader AI ecosystem.



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## 3. TECHNICAL RISK ASSESSMENT (CVSS 10.0 - CRITICAL)

Users must acknowledge the extreme lethality of the documented techniques. The **CVE-2024-50050** vulnerability is a "Trojan Horse" that allows for complete systemic takeover:

* 3.1. RCE via PVM: The ability to inject malicious opcodes (e.g., `GLOBAL` opcode for `os.system`) directly into the inference server allows for arbitrary code execution with the privileges of the AI service.


* 3.2. GPU Hijacking: Unauthorized control of NVIDIA A100/H100 clusters leads to significant financial loss and resource exhaustion.


* 3.3. Intellectual Property Theft: Direct access to memory allows for **Model Inversion Attacks** and the theft of proprietary model weights valued at millions of USD.


* 3.4. Supply Chain Poisoning: The methodology for poisoning `setup.py` and creating "Trusted" GitHub forks can compromise thousands of downstream enterprise integrators simultaneously.



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## 4. MANDATORY SECURITY HARDENING (PURPLE TEAM VIEW)

The primary objective of this documentation is **DEFENSIVE ENHANCEMENT**. Every Red Team exercise must conclude with the implementation of these deterministic hardening rules:

1. 
**Eliminate Pickle:** Permanently replace `pickle.loads()` with safe alternatives like **JSON**, **Protobuf**, or **Safetensors**.


2. 
**Enforce ZMQ_CURVE:** All ZeroMQ transport layers must utilize Public/Private Key encryption to prevent unauthorized socket injection.


3. 
**Kernel-Level Isolation:** Deploy all AI Inference Stacks within **gVisor** or **Kata Containers** to prevent RCE-based container escapes to the host system.


4. 
**Network Segmentation:** Strictly isolate AI servers from the public internet using micro-segmentation; restrict ingress to known application nodes only.



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## 5. USER AFFIRMATION

By accessing the **HYPOTESIS_SUPPLYCHAINCYBERATTACK** documentation, you affirm that:

1. You are a certified security professional or researcher.
2. You will use this knowledge exclusively for ethical, defensive, and authorized purposes.
3. You understand that the author provides this material "AS-IS" with no warranties of any kind.

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**DETERMINISTIC STATUS: VERIFIED_LEGAL_FRAMEWORK** **AUTHOR: SASTRA_ADI_WIGUNA [PURPLE_ELITE_TEAMING]** **VERSION: 2.0.26-SECURE** 

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*Failure to comply with these terms may lead to severe legal repercussions and exclusion from the elite security community.*