From cbc41cc47675e0dc75413b5e1d142959c0585702 Mon Sep 17 00:00:00 2001 From: Anmol Goel Date: Mon, 29 Jan 2024 22:09:05 +0530 Subject: [PATCH 01/11] setting up --- cognigaurd-web/manifest.json | 91 ++++++++++++++++++------------------ 1 file changed, 46 insertions(+), 45 deletions(-) diff --git a/cognigaurd-web/manifest.json b/cognigaurd-web/manifest.json index a3cbf78..cced7d9 100644 --- a/cognigaurd-web/manifest.json +++ b/cognigaurd-web/manifest.json @@ -1,53 +1,54 @@ { - "manifest_version": 3, - "name": "CogniGuard", - "version": "0.1.0", - "description": "Detects dark patterns on websites.", - "permissions": [ - "activeTab", - "storage", - "tabs", - "notifications" - - ], - "host_permissions": [ - "https://*/*", - "http://*/*" - ], + "manifest_version": 3, + "name": "CogniGuard", + "version": "0.1.0", + "description": "Detects dark patterns on websites.", + "permissions": [ + "activeTab", + "storage", + "tabs", + "scripting", + "notifications", + "activeTab" - "action": { - "default_icon": { - "16": "assets/images/icon-black.png", - "24": "assets/images/icon-black.png", - "32": "assets/images/icon-black.png" - }, - "default_title": "CogniGuard", - "default_popup": "popup.html" + ], + "host_permissions": [ + "https://*/*", + "http://*/*" + ], + + "action": { + "default_icon": { + "16": "assets/images/icon-black.png", + "24": "assets/images/icon-black.png", + "32": "assets/images/icon-black.png" }, + "default_title": "CogniGuard", + "default_popup": "popup.html" + }, - "background": { - "service_worker": "background.js" - }, + "background": { + "service_worker": "background.js" + }, - - "content_scripts": [ - { - "matches": [""], - "js": ["content.js"] - } - ], - "web_accessible_resources": [ - { - "resources": [ - "assets/images/icon-black.png", - "assets/images/fg-scan.jpg" - ], + + "content_scripts": [ + { + "matches": [""], + "js": ["content.js"] + } + ], + "web_accessible_resources": [ + { + "resources": [ + "assets/images/icon-black.png", + "assets/images/fg-scan.jpg" + ], - "matches": [""] - } + "matches": [""] + } - ] + ] - - } - \ No newline at end of file + +} From 13011bc4649c4fdd1bc09714904063484121c28f Mon Sep 17 00:00:00 2001 From: Anmol Goel Date: Mon, 29 Jan 2024 22:10:07 +0530 Subject: [PATCH 02/11] setting up background.js --- cognigaurd-web/background.js | 73 ++++++++++++++++++++++++++++++++++-- 1 file changed, 69 insertions(+), 4 deletions(-) diff --git a/cognigaurd-web/background.js b/cognigaurd-web/background.js index 2d98db3..7f4e5a3 100644 --- a/cognigaurd-web/background.js +++ b/cognigaurd-web/background.js @@ -1,10 +1,75 @@ -chrome.runtime.onMessage.addListener( - function(request, sender, sendResponse) { +const sendWebsiteData = (dat , type) => { + const websiteData = { + img: dat, + type:type + // Add more data as needed + }; + + // Send data to API + fetch(apiUrl +"price-manipulation/", { + + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify(websiteData), + }) + .then(response => { + if (!response.ok) { + throw new Error("Error sending website data to API"); + } + return response.json(); + }) + // .then(apiResponse => { + // console.log("API Response:", apiResponse); + // }) + .catch(error => { + console.error("Error:", error); + }); +}; + +chrome.tabs.onUpdated.addListener(function(tabId, changeInfo,tab) { + if (changeInfo.status == 'complete' && !tab.url.startsWith('chrome://')) { + chrome.scripting.executeScript({ + target: { tabId: tabId }, + files: ['popup_detectV2.js'] + }); + } +}); + +let lastMessageTime = Date.now(); + +chrome.runtime.onMessage.addListener(function(request, sender, sendResponse) { if (request.message === "open_popup") { chrome.tabs.query({active: true, currentWindow: true}, function(tabs) { chrome.tabs.sendMessage(tabs[0].id, {"message": "open_popup"}); }); } - } - ); + + const currentTime = Date.now(); + + + if (currentTime - lastMessageTime < 3000) { + lastMessageTime = currentTime; + return; // Ignore the message if it's within 1 second of the previous message + } + + lastMessageTime = currentTime; + + if (request.message == "center popup" || request.message == "side popup") { + const tabId = sender.tab.id; + + chrome.tabs.captureVisibleTab(null, {}, function (dataUrl){ + console.log('Popup detected on ' + sender.tab.url); + sendWebsiteData(dataUrl, request.message); + }); + + // console.log('Popup count for tab ' + tabId + ': ' + popup_cnt[tabId]); + } else { + console.log(request.message); + sendWebsiteData(dataUrl, request.message); + } +}); + + \ No newline at end of file From f2315ed240f39e9b9a9df9940c98a8bbf612e0fa Mon Sep 17 00:00:00 2001 From: Anmol Goel Date: Mon, 29 Jan 2024 22:11:23 +0530 Subject: [PATCH 03/11] redacted method intersection observer --- cognigaurd-web/pop_detect_redacted.js | 30 +++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) create mode 100644 cognigaurd-web/pop_detect_redacted.js diff --git a/cognigaurd-web/pop_detect_redacted.js b/cognigaurd-web/pop_detect_redacted.js new file mode 100644 index 0000000..1c95a40 --- /dev/null +++ b/cognigaurd-web/pop_detect_redacted.js @@ -0,0 +1,30 @@ +observers=new IntersectionObserver(function(entries){ + entries.forEach(function(entry){ + // console.log(entry); + if(entry.isIntersecting){ + if(Math.abs(entry.boundingClientRect.left+(entry.boundingClientRect.width/2)- window.innerWidth/2) < 15 && Math.abs(entry.boundingClientRect.top+(entry.boundingClientRect.height/2) - window.innerHeight/2) < 15){ + // console.log(entry) + } + } + }); + },{threshold:1}); + + target=null; + document.querySelectorAll("*").forEach(function(target){ + observers.observe(target); + }); + + + console.log(document.getElementsByClassName("grid grid-cols-7 md:grid-cols-12 mx-auto h-full relative").getboundingClientRect); + + // once finalizing a popup element eliminate the intersectionobserver then just observe it to reduce computataion + // add more filters to prevent false positive + // like : keyword matching in text + /* + z index + centering + close button + modal + background opacity + + */ \ No newline at end of file From 1206a5d55acec646b6e8566b898c649ffea0df21 Mon Sep 17 00:00:00 2001 From: Anmol Goel Date: Mon, 29 Jan 2024 22:12:18 +0530 Subject: [PATCH 04/11] mutataion obser new apraoch --- cognigaurd-web/popup_detectV2.js | 44 ++++++++++++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 cognigaurd-web/popup_detectV2.js diff --git a/cognigaurd-web/popup_detectV2.js b/cognigaurd-web/popup_detectV2.js new file mode 100644 index 0000000..e9d871d --- /dev/null +++ b/cognigaurd-web/popup_detectV2.js @@ -0,0 +1,44 @@ +prev_node = ""; + +observer = new MutationObserver(function (mutations) { + mutations.forEach((mutation) => { + if (mutation.attributeName === "style") { + try { + let elems = document.querySelectorAll("." + mutation.target.className); + + if (prev_node === mutation.target.className) return; + + if (elems.length <= 30) { + Array.from(elems).forEach((elem) => { + + temp = elem.getBoundingClientRect(); + + if (Math.abs(temp.left + temp.width / 2 - window.innerWidth / 2) <30 && Math.abs(temp.top + temp.height / 2 - window.innerHeight / 2) < 30) { + chrome.runtime.sendMessage({ + message: "center popup" + }); + return; + } + + else { + chrome.runtime.sendMessage({ + message: "side popup" + }); + + return; + } + }); + } + } + + catch (err) {} + prev_node = mutation.target.className; + } + }); +}); + +observer.observe(document, { + attributes: true, + childList: true, + subtree: true, +}); From 0357d1d85b8092b5cf3412cc54c6b60661466d3c Mon Sep 17 00:00:00 2001 From: Anmol Goel Date: Tue, 30 Jan 2024 08:31:30 +0530 Subject: [PATCH 05/11] ml for popup_detect almost done --- api/cogniguard/manage.py | 22 ++++++++++++++++++ api/home/popup_detect_ml.py | 45 +++++++++++++++++++++++++++++++++++++ api/home/urls.py | 4 ++-- api/home/views.py | 5 ++++- 4 files changed, 73 insertions(+), 3 deletions(-) create mode 100644 api/cogniguard/manage.py create mode 100644 api/home/popup_detect_ml.py diff --git a/api/cogniguard/manage.py b/api/cogniguard/manage.py new file mode 100644 index 0000000..d4132bd --- /dev/null +++ b/api/cogniguard/manage.py @@ -0,0 +1,22 @@ +#!/usr/bin/env python +"""Django's command-line utility for administrative tasks.""" +import os +import sys + + +def main(): + """Run administrative tasks.""" + os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'cogniguard.settings') + try: + from django.core.management import execute_from_command_line + except ImportError as exc: + raise ImportError( + "Couldn't import Django. Are you sure it's installed and " + "available on your PYTHONPATH environment variable? Did you " + "forget to activate a virtual environment?" + ) from exc + execute_from_command_line(sys.argv) + + +if __name__ == '__main__': + main() diff --git a/api/home/popup_detect_ml.py b/api/home/popup_detect_ml.py new file mode 100644 index 0000000..cfbc0b7 --- /dev/null +++ b/api/home/popup_detect_ml.py @@ -0,0 +1,45 @@ +from keras.models import load_model # TensorFlow is required for Keras to work +from PIL import Image, ImageOps #TODO: Install pillow instead of PIL +import numpy as np + + +def predict(img): + # Disable scientific notation for clarity + np.set_printoptions(suppress=True) + + # Load the model + model = load_model("keras_Model.h5", compile=False) + + # Load the labels + class_names = open("labels.txt", "r").readlines() + + # Create the array of the right shape to feed into the keras model + # The 'length' or number of images you can put into the array is + # determined by the first position in the shape tuple, in this case 1 + data = np.ndarray(shape=(1, 224, 224, 3), dtype=np.float32) + + + image = img.convert("RGB") + + # resizing the image to be at least 224x224 and then cropping from the center + size = (224, 224) + image = ImageOps.fit(image, size, Image.Resampling.LANCZOS) + + # turn the image into a numpy array + image_array = np.asarray(image) + + # Normalize the image + normalized_image_array = (image_array.astype(np.float32) / 127.5) - 1 + + # Load the image into the array + data[0] = normalized_image_array + + # Predicts the model + prediction = model.predict(data) + index = np.argmax(prediction) + class_name = class_names[index] + confidence_score = prediction[0][index] + + # Print prediction and confidence score + print("Class:", class_name[2:], end="") + print("Confidence Score:", confidence_score) diff --git a/api/home/urls.py b/api/home/urls.py index d379b5d..8f5a0d4 100644 --- a/api/home/urls.py +++ b/api/home/urls.py @@ -5,5 +5,5 @@ urlpatterns = [ path("", views.index, name="home"), path("faqs/", views.faqs, name="faqs"), - -] + path("popup_detect/", views.popup_detect, name="popup_detect"), +] \ No newline at end of file diff --git a/api/home/views.py b/api/home/views.py index f7686f7..445c79c 100644 --- a/api/home/views.py +++ b/api/home/views.py @@ -6,4 +6,7 @@ def index(request): return render(request, "index.html") def faqs(request): - return render(request, "faqs.html") \ No newline at end of file + return render(request, "faqs.html") + +def popup_detect(request): + pass \ No newline at end of file From 6d2d0b1268511a312f4c5304f64f31f79bbcb627 Mon Sep 17 00:00:00 2001 From: Anmol Goel Date: Tue, 30 Jan 2024 09:32:18 +0530 Subject: [PATCH 06/11] initial --- api/home/keras_model.h5 | Bin 0 -> 2453432 bytes api/home/labels.txt | 3 +++ api/home/popup_detect_ml.py | 6 ++++-- api/home/views.py | 7 ++++++- 4 files changed, 13 insertions(+), 3 deletions(-) create mode 100644 api/home/keras_model.h5 create mode 100644 api/home/labels.txt diff --git a/api/home/keras_model.h5 b/api/home/keras_model.h5 new file 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