René's URL Explorer Experiment


Title: GitHub - christinec-dev/PhishingURLModel: Model which predicts Phishing attempts using URL - including special characters, redirects, SSL, and domain information.

Open Graph Title: GitHub - christinec-dev/PhishingURLModel: Model which predicts Phishing attempts using URL - including special characters, redirects, SSL, and domain information.

X Title: GitHub - christinec-dev/PhishingURLModel: Model which predicts Phishing attempts using URL - including special characters, redirects, SSL, and domain information.

Description: Model which predicts Phishing attempts using URL - including special characters, redirects, SSL, and domain information. - christinec-dev/PhishingURLModel

Open Graph Description: Model which predicts Phishing attempts using URL - including special characters, redirects, SSL, and domain information. - christinec-dev/PhishingURLModel

X Description: Model which predicts Phishing attempts using URL - including special characters, redirects, SSL, and domain information. - christinec-dev/PhishingURLModel

Opengraph URL: https://github.com/christinec-dev/PhishingURLModel

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:fbb672bc-f265-450a-2514-0788fa5b890d
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8D4E:11CC1B:1D5124E:27A924D:698C579D
html-safe-nonce373e28d2f10d540424755136f4b96ca4a3397ca4b3a3b8a97143eaf6697400bc
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4RDRFOjExQ0MxQjoxRDUxMjRFOjI3QTkyNEQ6Njk4QzU3OUQiLCJ2aXNpdG9yX2lkIjoiNDM5MTU3NDAwNTc0OTY2Nzc0MSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac0a5b5d4287c60c4e5494ac55a226d46ed52191608745eaf58fa8f472c8ecc9ee
hovercard-subject-tagrepository:967466699
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/christinec-dev/PhishingURLModel
twitter:imagehttps://opengraph.githubassets.com/8cb793894bec4fc93bac316a02325d8212f7d8cbb6150dd7be3baba33dc4dcca/christinec-dev/PhishingURLModel
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/8cb793894bec4fc93bac316a02325d8212f7d8cbb6150dd7be3baba33dc4dcca/christinec-dev/PhishingURLModel
og:image:altModel which predicts Phishing attempts using URL - including special characters, redirects, SSL, and domain information. - christinec-dev/PhishingURLModel
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/christinec-dev/PhishingURLModel git https://github.com/christinec-dev/PhishingURLModel.git
octolytics-dimension-user_id87696858
octolytics-dimension-user_loginchristinec-dev
octolytics-dimension-repository_id967466699
octolytics-dimension-repository_nwochristinec-dev/PhishingURLModel
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id967466699
octolytics-dimension-repository_network_root_nwochristinec-dev/PhishingURLModel
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fchristinec-dev%2FPhishingURLModel
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fchristinec-dev%2FPhishingURLModel
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=christinec-dev%2FPhishingURLModel
Reloadhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
Reloadhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
Reloadhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
christinec-dev https://patch-diff.githubusercontent.com/christinec-dev
PhishingURLModelhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fchristinec-dev%2FPhishingURLModel
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fchristinec-dev%2FPhishingURLModel
Star 1 https://patch-diff.githubusercontent.com/login?return_to=%2Fchristinec-dev%2FPhishingURLModel
phishingurlmodel-gpheh7xkq9urwtjkz6eyzm.streamlit.apphttps://phishingurlmodel-gpheh7xkq9urwtjkz6eyzm.streamlit.app
1 star https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/stargazers
0 forks https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/forks
Branches https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/branches
Tags https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/tags
Activity https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fchristinec-dev%2FPhishingURLModel
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fchristinec-dev%2FPhishingURLModel
Code https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
Issues 0 https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/issues
Pull requests 0 https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/pulls
Actions https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/actions
Projects 0 https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/projects
Security 0 https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/security
Insights https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/pulse
Code https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
Issues https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/issues
Pull requests https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/pulls
Actions https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/actions
Projects https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/projects
Security https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/security
Insights https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/pulse
Brancheshttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/branches
Tagshttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/tags
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/branches
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/tags
9 Commitshttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/commits/main/
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/commits/main/
cachehttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/tree/main/cache
cachehttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/tree/main/cache
datahttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/tree/main/data
datahttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/tree/main/data
app.pyhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/app.py
app.pyhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/app.py
phishing_model.pklhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/phishing_model.pkl
phishing_model.pklhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/phishing_model.pkl
readME.mdhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/readME.md
readME.mdhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/readME.md
requirements.txthttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/requirements.txt
scaler.pklhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/scaler.pkl
scaler.pklhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/blob/main/scaler.pkl
READMEhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#phishing-url-detection-random-forest-classification
Kagglehttps://www.kaggle.com/code/christinecoomans/phishing-url-detection-notebook
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#description
herehttps://phishingurlmodel-gpheh7xkq9urwtjkz6eyzm.streamlit.app
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#data-acquisition
Download Datahttps://www.kaggle.com/datasets/danielfernandon/web-page-phishing-dataset
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#key-features-of-the-dataset
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#features
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#project-structure
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#installation
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#prerequisites
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#running-the-notebook
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#sample-visualization
PhishTankhttps://phishtank.org/phish_archive.php
https://private-user-images.githubusercontent.com/87696858/434514235-e7f5d955-f688-4434-975a-ed5b0d00dc3c.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.oT_PcJdKZsb8J_e-o3QI1vcl9lQ1xU5WBGOQc2Sj-fw
https://private-user-images.githubusercontent.com/87696858/434514233-2e48e280-0654-4481-94b7-bff044a52124.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.EH_t_zkGOSn6CDvZ1G6bmMfhNuo2JQdwTeS_cNxeB3I
https://private-user-images.githubusercontent.com/87696858/434514225-b8693334-b7a5-456f-9a1f-d4702dea3008.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3NzA4MDU0NTAsIm5iZiI6MTc3MDgwNTE1MCwicGF0aCI6Ii84NzY5Njg1OC80MzQ1MTQyMjUtYjg2OTMzMzQtYjdhNS00NTZmLTlhMWYtZDQ3MDJkZWEzMDA4LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNjAyMTElMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjYwMjExVDEwMTkxMFomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTlhYTQ1OWNjMzY4MmJiZTY2MjBhMmZiYjM2YjNkZDU1NGYwMDgzZmZlOWFkNjk0OTBjYzUzMjg2YTg5YjliN2QmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0In0.T4ek6jq9eKeETSt3Oh1ay6ErUpTiygyrqPgACafznI0
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#license
https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#contact
LinkedInhttps://www.linkedin.com/in/christine-coomans/
phishingurlmodel-gpheh7xkq9urwtjkz6eyzm.streamlit.apphttps://phishingurlmodel-gpheh7xkq9urwtjkz6eyzm.streamlit.app
machine-learning https://patch-diff.githubusercontent.com/topics/machine-learning
random-forest https://patch-diff.githubusercontent.com/topics/random-forest
phishing https://patch-diff.githubusercontent.com/topics/phishing
Readme https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
Activityhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/activity
1 starhttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/watchers
0 forkshttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fchristinec-dev%2FPhishingURLModel&report=christinec-dev+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/releases
Packages 0https://patch-diff.githubusercontent.com/users/christinec-dev/packages?repo_name=PhishingURLModel
Please reload this pagehttps://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel
Python 100.0% https://patch-diff.githubusercontent.com/christinec-dev/PhishingURLModel/search?l=python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.