Spam ∅

A Spam Detector Extension

Spam ∅ - A Spam Detector Extension

Spam ∅ is a Chrome extension developed by students of Bicol University. It uses a machine learning model, trained with a Naive Bayes Classifier Algorithm, to detect spam comments on YouTube. The extension collects comments from YouTube using the YouTube Data API and classifies them as spam or ham based on predefined criteria. The model was evaluated using various metrics to ensure accuracy.

Extension stats

Users: 62

Rating: 5.00

Version: 1.1 (Last updated: 2023-05-13)

Creation date: 2023-04-26

Permissions:

activeTab
tabs

Size: 5.19M

Email: bl*****@gmail.com

URLs: Privacy policy

Full description: See detailed description

Ranking

# 80,491 ▼ 61

Other rankings

#755 in Social Networking ▲ 13 #65 in machine learning algorithms keyword 6 ▼ 3 #108 in algorithm keyword 2 ▲ 7 #236 in summarize youtube keyword 48 ▲ 4 #254 in detect keyword 15 ▲ 17

Other platforms

Not available on Android

Not available on Firefox

Not available on Edge

User reviews

amazing tool. i hope more sites will be available

by

vientodemaraccom, 2023-05-11

Works very well on youtube, wish it works on other platforms too.

by

Adzu Adzu, 2023-04-30

View all user reviews

Extension safety

Risk impact

Spam ∅ requires a few sensitive permissions. Exercise caution before installing.

Risk impact analysis details

Critical Grants access to browser tabs, which can be used to track user browsing habits and history, presenting a privacy concern.
High ******* ******* **** *** ****** ***** *** ***** ** ******* **** ********* ********* ** * *********** *****
Low ******* ****** ** *** ********* ********

Risk likelihood

We don't have sufficient data to confidently determine the risk likelihood of Spam ∅. Use it at your own risk.

Risk likelihood analysis details

High This extension has low user count. Unpopular extensions may not be stable or safe.
Low **** ********* *** ******* **** **** * ****** **** ***** ******** *** **** ****** ** ** ****** *** *****
Low **** ********* *** ***** **** **** * ****** **** ***** ********** *** **** ****** ** ** ****** *** *****
Good **** ********* ** * ******** ********* ** ****** *** *****
Good **** ********* *** **** **** *******

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