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feat(python): add NoSQLi rule for mongodb (CWE-943) (#419)
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elsapet committed May 30, 2024
1 parent e43f6ab commit 097b916
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172 changes: 172 additions & 0 deletions rules/python/lang/nosql_injection.yml
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imports:
- python_shared_common_user_input
- python_shared_lang_import1
- python_shared_lang_import2
patterns:
- pattern: |
$<MONGODB_COLLECTION>.$<METHOD>($<...>$<USER_INPUT>$<...>)
filters:
- variable: MONGODB_COLLECTION
detection: python_lang_nosql_injection_mongodb_collection
scope: cursor
- variable: METHOD
values:
- bulk_write
- insert_one
- insert_many
- replace_one
- update_one
- update_many
- delete_one
- delete_many
- find
- find_one
- find_one_and_delete
- find_one_and_replace
- find_one_and_update
- variable: USER_INPUT
detection: python_lang_nosql_injection_user_input
scope: result
auxiliary:
- id: python_lang_nosql_injection_mongodb_collection
patterns:
- pattern: $<MONGO_DB>[$<STR>]
filters:
- variable: MONGO_DB
detection: python_lang_nosql_injection_mongodb_database
scope: result
- variable: STR
string_regex: \A.*\z
- pattern: $<MONGO_DB>.$<COLLECTION>
filters:
- variable: MONGO_DB
detection: python_lang_nosql_injection_mongodb_database
scope: result
- not:
variable: COLLECTION
values:
- codec_options
- read_preference
- write_concern
- read_concern
- client
- name
- id: python_lang_nosql_injection_mongodb_database
patterns:
- pattern: $<MONGO_CLIENT>[$<STR>]
filters:
- variable: MONGO_CLIENT
detection: python_lang_nosql_injection_mongodb_client
scope: result
- variable: STR
string_regex: \A.*\z
- pattern: $<MONGO_CLIENT>.$<DB>
filters:
- variable: MONGO_CLIENT
detection: python_lang_nosql_injection_mongodb_client
scope: cursor
- not:
variable: DB
values:
- topology_description
- address
- primary
- secondaries
- arbiters
- is_primary
- is_mongos
- nodes
- codec_options
- read_preference
- write_concern
- read_concern
- options
- id: python_lang_nosql_injection_mongodb_client
patterns:
- pattern: $<MONGO_CLIENT>($<STR>)
filters:
- variable: STR
string_regex: \A.*\z
- variable: MONGO_CLIENT
detection: python_shared_lang_import1
scope: cursor
filters:
- variable: MODULE1
values: [pymongo]
- variable: NAME
values: [MongoClient]
- id: python_lang_nosql_injection_user_input
sanitizer: python_lang_nosql_injection_sanitizer
patterns:
- pattern: $<USER_INPUT>
filters:
- variable: USER_INPUT
detection: python_shared_common_user_input
scope: cursor
- id: python_lang_nosql_injection_sanitizer
patterns:
- str($<!>$<_>)
- pattern: $<BSON_TYPE>($<!>$<_>)
filters:
- variable: BSON_TYPE
detection: python_shared_lang_import1
scope: cursor
filters:
- variable: MODULE1
values: [bson]
- variable: NAME
values: [ObjectId]
- pattern: $<BSON_TYPE>($<!>$<_>)
filters:
- variable: BSON_TYPE
detection: python_shared_lang_import2
scope: cursor
filters:
- variable: MODULE1
values: [bson]
- variable: MODULE2
values:
- int64
- decimal128
- datetime_ms
- variable: NAME
values:
- Int64
- Decimal128
- DatetimeMS
languages:
- python
severity: critical
metadata:
description: Unsanitized input in NoSQL query
remediation_message: |
## Description
Using unsanitized data in NoSQL queries exposes your application to NoSQL injection attacks. This vulnerability arises when user input, request data, or any externally influenced data is directly passed into a NoSQL query function without proper sanitization.
## Remediations
- **Do not** include raw, unsanitized user input in NoSQL queries. This practice can lead to NoSQL injection vulnerabilities.
```python
query = '{ "username": "' + unsafe_input + '" }'
collection.findOne(query) # unsafe
```
- **Do** use parameterized queries instead of concatenating strings. This ensures that you take advantage of any built-in input sanitization that your NoSQL client may offer.
```python
collection.findOne({ "username": unsafe_input });
```
- **Do** sanitize and validate all input data before using it in NoSQL queries. Ensuring data is properly sanitized and validated can prevent NoSQL injection attacks. For example, you could parse external data as a string or convert the data into an appropriate BSON type.
```python
username = request.GET.get("username")
collection.findOne({ "username": str(unsafe_input) });
# or
collection.findOne({ "uuid": bson.ObjectId(unsafe_input) })
```
## References
- [OWASP NoSQL injection explained](https://owasp.org/www-project-web-security-testing-guide/latest/4-Web_Application_Security_Testing/07-Input_Validation_Testing/05.6-Testing_for_NoSQL_Injection)
cwe_id:
- 943
id: python_lang_nosql_injection
documentation_url: https://docs.bearer.com/reference/rules/python_lang_nosql_injection
20 changes: 20 additions & 0 deletions tests/python/lang/nosql_injection/test.js
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const {
createNewInvoker,
getEnvironment,
} = require("../../../helper.js")
const { ruleId, ruleFile, testBase } = getEnvironment(__dirname)

describe(ruleId, () => {
const invoke = createNewInvoker(ruleId, ruleFile, testBase)

test("nosql_injection", () => {
const testCase = "main.py"

const results = invoke(testCase)

expect(results).toEqual({
Missing: [],
Extra: []
})
})
})
41 changes: 41 additions & 0 deletions tests/python/lang/nosql_injection/testdata/main.py
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from pymongo import MongoClient

def bad(request):
user_input = request.GET.get('user_data')

client = MongoClient('mongodb://localhost:27017/')
db = client['my_db']
collection = db['customers']
# bearer:expected python_lang_nosql_injection
collection.find_one({ "username": user_input })

collection = db.customers
# bearer:expected python_lang_nosql_injection
collection.find_one({ "username": user_input })

query = '{ "username": "' + user_input + '" }'
# bearer:expected python_lang_nosql_injection
customer = collection.find_one(query)

query = json.loads('{ "username": "' + user_input + '" }')
# bearer:expected python_lang_nosql_injection
customer = collection.find_one(query)

# bearer:expected python_lang_nosql_injection
collection.find_one( { "cart_total": request.GET.get('total') } )


from bson import ObjectId
from bson.decimal128 import Decimal128

def ok(request):
user_input = request.GET.get('username')

client = MongoClient('mongodb://localhost:27017/')
db = client['my_db']
collection = db['customers']
collection.find_one( { "username": str(user_input) } )

collection.find_one( { "uuid": ObjectId(user_uuid) } )
collection.find_one( { "cart_total": Decimal128(request.GET.get('total')) } )

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