Nosql Injection in Buffalo
How Nosql Injection Manifests in Buffalo
Nosql Injection in Buffalo applications typically occurs when user input is directly interpolated into MongoDB queries without proper sanitization. Buffalo's default setup with Pop and MongoDB drivers can be vulnerable if developers aren't aware of the specific patterns that lead to injection.
The most common attack vector involves query operators being injected through request parameters. For example, consider this vulnerable Buffalo handler:
func UsersList(c buffalo.Context) error {
// Vulnerable: user input directly used in query
username := c.Param("username")
var users []models.User
err := models.DB().Where("username", username).All(&users)
if err != nil {
return err
}
return c.Render(200, r.JSON(users))
}An attacker could exploit this by sending username[$ne]= to bypass authentication or retrieve all users. The MongoDB driver interprets $ne as the "not equals" operator, returning all documents where username exists.
Another Buffalo-specific pattern involves using query parameters to control query operators:
func SearchProducts(c buffalo.Context) error {
// Vulnerable: operator injection possible
operator := c.Param("op")
value := c.Param("value")
query := bson.M{}
query[operator] = value
var products []models.Product
err := models.DB().Where(query).All(&products)
if err != nil {
return err
}
return c.Render(200, r.JSON(products))
}Attackers can craft requests like op[$where]=this.password.length>0 to execute arbitrary JavaScript in MongoDB's query engine, or use op[$regex]=.* for regular expression injection.
Buffalo's Pop ORM, while excellent for SQL databases, doesn't provide built-in protection for MongoDB queries. Developers must manually validate and sanitize input when working with NoSQL databases in Buffalo applications.
Buffalo-Specific Detection
Detecting Nosql Injection in Buffalo applications requires both static analysis and dynamic scanning. For static analysis, look for patterns where request parameters are directly used in MongoDB queries without validation.
Using middleBrick's CLI tool, you can scan your Buffalo API endpoints for NoSQL injection vulnerabilities:
npx middlebrick scan http://localhost:3000/api/users
npx middlebrick scan http://localhost:3000/api/products/searchmiddleBrick's NoSQL injection detection specifically tests for:
- Query operator injection (
$ne,$gt,$regex,$where) - Logical operator injection (
$or,$and) - JavaScript execution via
$whereclauses - Object injection through malformed BSON
The scanner sends payloads like:
username[$ne]=
password[$regex]=.*
$or[0][username]=admin&$or[1][username]=user
$where=this.constructor.constructor('return process')().mainModule.require('fs').readFileSync('/etc/passwd')middleBrick's dashboard provides a security score (A-F) and shows which endpoints are vulnerable, with severity levels and remediation guidance specific to Buffalo's architecture.
For continuous monitoring, integrate middleBrick into your Buffalo CI/CD pipeline using the GitHub Action:
name: Security Scan
on: [push, pull_request]
jobs:
security:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Run middleBrick Scan
uses: middlebrick/middlebrick-action@v1
with:
target: http://localhost:3001
fail-on-severity: high
token: ${{ secrets.MIDDLEBRICK_TOKEN }}Buffalo-Specific Remediation
Remediating Nosql Injection in Buffalo applications requires input validation and safe query construction patterns. Here are Buffalo-specific approaches:
First, validate and whitelist allowed operators:
func UsersList(c buffalo.Context) error {
username := c.Param("username")
// Whitelist validation
if username != "" && !isValidUsername(username) {
return c.Error(400, errors.New("invalid username format"))
}
var users []models.User
query := bson.M{}
if username != "" {
// Use parameterized queries or exact matching
query["username"] = username
}
err := models.DB().Where(query).All(&users)
if err != nil {
return err
}
return c.Render(200, r.JSON(users))
}
func isValidUsername(input string) bool {
// Allow only alphanumeric and basic characters
matched, _ := regexp.MatchString(`^[a-zA-Z0-9_.-]+$`, input)
return matched
}For search endpoints, use explicit field mapping instead of dynamic operator injection:
func SearchProducts(c buffalo.Context) error {
filters := c.Params()
query := bson.M{}
// Explicitly map allowed fields
allowedFields := map[string]bool{"category": true, "price": true, "in_stock": true}
for key, values := range filters {
if !allowedFields[key] {
continue // Skip unknown fields
}
// Handle array values for $in queries safely
if len(values) > 1 {
query[key] = bson.M{"$in": values}
} else {
query[key] = values[0]
}
}
var products []models.Product
err := models.DB().Where(query).All(&products)
if err != nil {
return err
}
return c.Render(200, r.JSON(products))
}For complex queries, use Buffalo's middleware to sanitize input:
func NoSQLSanitizer(next buffalo.Handler) buffalo.Handler {
return func(c buffalo.Context) error {
// Sanitize all parameters
for key, value := range c.Params() {
if containsOperator(value) {
return c.Error(400, errors.New("invalid query parameter"))
}
}
return next(c)
}
}
func containsOperator(value string) bool {
operators := []string{"$ne", "$gt", "$lt", "$regex", "$where", "$or", "$and"}
for _, op := range operators {
if strings.Contains(value, op) {
return true
}
}
return false
}Register this middleware in your buffalo.App:
app := buffalo.New(buffalo.Options{
Env: env,
})
app.Use(middleware.PopTransaction)
app.Use(NoSQLSanitizer) // Add NoSQL injection protection
app.GET("/api/users/search", UsersSearch)
app.GET("/api/products/search", SearchProducts)