Limitation of Naive Bayes Classifier in Pinpointing Vulnerabilities in JavaScript Files

[prayas7102]

While utilizing the Naive Bayes classifier to detect brute force attacks, validate inputs, identify insecure authentication, and analyze security headers, the model is unable to pinpoint the exact line of code in the test JavaScript file where the vulnerability exists. This is unlike cases such as detecting callback hell or unsafe regex, where specific vulnerable lines can be identified.

Ouptut in case of detecting brute force attacks, validate inputs, identify insecure authentication, and analyze security headers:

Desired Output (in case of detecting callback hell, unsafe regex):

Files to be referred/altered for this change:

1. DetectBruteForceAttack.ts
2. DetectInputValidation.ts
3. InsecureAuthentication.ts
4. AnalyzeSecurityHeaders.ts

Make sure the end user/developer (who downloads the NPM package) is able to smoothly run the NPM package after these changes.

[Xzanam]

Hi , I 'd like to work on this

[prayas7102]

Hi , I 'd like to work on this

Sure go ahead, and also tell how you're going to achieve this. Before getting this issue assigned.