Prevention of NoSQL injection attacks
import play.api.libs.json.Json
import play.modules.reactivemongo.json.collection.JSONCollection
import play.modules.reactivemongo.{MongoController, ReactiveMongoApi, ReactiveMongoComponents}
import reactivemongo.api.Cursor
import reactivemongo.bson.BSONDocument
def findUser(username: String) = Action.async {
// Fetch the collection
val futureCollection: Future[JSONCollection] = database.map(_.collection[JSONCollection]("users"))
val query = Json.obj("username" -> username)
// Find the user
futureCollection.flatMap(_.find(query).cursor[JsObject]().collect[List]())
}
The above Scala code is a simple Play framework controller that interacts with a MongoDB NoSQL database using the ReactiveMongo library.
The
findUser
function is supposed to find a user in the "users" collection based on the provided username. However, it is vulnerable to NoSQL injection because it directly uses the string input
username
to construct a JSON query object without any sort of validation or sanitization.
An attacker could exploit this by providing a specially crafted string that modifies the query, potentially allowing them to fetch sensitive data or perform unauthorized actions. For example, they could provide a string like
{$ne: null}
, which would return all users because the query effectively becomes "find all users where username is not equal to null".
This is a serious vulnerability because it allows an attacker to manipulate the query and potentially access sensitive data. It's also a common mistake when developing applications that use NoSQL databases because developers often assume that they don't need to worry about SQL injection-like attacks. However, NoSQL databases have their own set of injection vulnerabilities that need to be addressed.
import play.api.libs.json.Json
import play.modules.reactivemongo.json.collection.JSONCollection
import play.modules.reactivemongo.{MongoController, ReactiveMongoApi, ReactiveMongoComponents}
import reactivemongo.api.Cursor
import reactivemongo.bson.BSONDocument
import org.apache.commons.lang3.StringUtils
def findUser(username: String) = Action.async {
// Validate the input
if (StringUtils.isBlank(username) || StringUtils.containsWhitespace(username)) {
Future.failed(new IllegalArgumentException("Invalid username"))
} else {
// Fetch the collection
val futureCollection: Future[JSONCollection] = database.map(_.collection[JSONCollection]("users"))
val query = Json.obj("username" -> username)
// Find the user
futureCollection.flatMap(_.find(query).cursor[JsObject]().collect[List]())
}
}
The updated code includes input validation using Apache Commons Lang, which is a library that provides helper utilities for the java.lang API, such as String manipulation methods.
The
StringUtils.isBlank(username)
checks if the username is either null, empty, or whitespace. The
StringUtils.containsWhitespace(username)
checks if the username contains any whitespace characters. If either of these conditions is true, the function will fail with an
IllegalArgumentException
.
This validation step helps to sanitize the user input and prevent NoSQL injection attacks by ensuring that the username does not contain any malicious code that could be executed in the NoSQL query.
In addition to this, it's recommended to implement proper access controls to limit the privileges of database operations, regularly update and patch the database and related libraries to fix any known vulnerabilities, and implement logging and monitoring to detect and respond to any suspicious database activities.