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Title: GitHub - jthack/PIPE: Prompt Injection Primer for Engineers

Open Graph Title: GitHub - jthack/PIPE: Prompt Injection Primer for Engineers

X Title: GitHub - jthack/PIPE: Prompt Injection Primer for Engineers

Description: Prompt Injection Primer for Engineers. Contribute to jthack/PIPE development by creating an account on GitHub.

Open Graph Description: Prompt Injection Primer for Engineers. Contribute to jthack/PIPE development by creating an account on GitHub.

X Description: Prompt Injection Primer for Engineers. Contribute to jthack/PIPE development by creating an account on GitHub.

Opengraph URL: https://github.com/jthack/PIPE

X: @github

direct link

Domain: github.com

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Links:

Skip to contenthttps://github.com/jthack/PIPE#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjthack%2FPIPE
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fjthack%2FPIPE
Sign up https://github.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=jthack%2FPIPE
Reloadhttps://github.com/jthack/PIPE
Reloadhttps://github.com/jthack/PIPE
Reloadhttps://github.com/jthack/PIPE
jthack https://github.com/jthack
PIPEhttps://github.com/jthack/PIPE
Notifications https://github.com/login?return_to=%2Fjthack%2FPIPE
Fork 62 https://github.com/login?return_to=%2Fjthack%2FPIPE
Star 551 https://github.com/login?return_to=%2Fjthack%2FPIPE
551 stars https://github.com/jthack/PIPE/stargazers
62 forks https://github.com/jthack/PIPE/forks
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Actions https://github.com/jthack/PIPE/actions
Projects https://github.com/jthack/PIPE/projects
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Tagshttps://github.com/jthack/PIPE/tags
https://github.com/jthack/PIPE/branches
https://github.com/jthack/PIPE/tags
26 Commitshttps://github.com/jthack/PIPE/commits/main/
https://github.com/jthack/PIPE/commits/main/
README.mdhttps://github.com/jthack/PIPE/blob/main/README.md
README.mdhttps://github.com/jthack/PIPE/blob/main/README.md
flowchart.pnghttps://github.com/jthack/PIPE/blob/main/flowchart.png
flowchart.pnghttps://github.com/jthack/PIPE/blob/main/flowchart.png
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table.pnghttps://github.com/jthack/PIPE/blob/main/table.png
table.pnghttps://github.com/jthack/PIPE/blob/main/table.png
READMEhttps://github.com/jthack/PIPE
https://github.com/jthack/PIPE#pipe---prompt-injection-primer-for-engineers
https://github.com/jthack/PIPE#table-of-contents
1. Introductionhttps://github.com/jthack/PIPE#introduction
2. Backgroundhttps://github.com/jthack/PIPE#background
3. Do I need to worry about prompt injection?https://github.com/jthack/PIPE#worry
4. Flowcharthttps://github.com/jthack/PIPE#flowchart
5. Attack Scenarioshttps://github.com/jthack/PIPE#attackscenarios
6. New Vectors for Traditional Web Vulnerabilitieshttps://github.com/jthack/PIPE#newvectors
7. Mitigationshttps://github.com/jthack/PIPE#mitigations
9. Multi-modal Considerationshttps://github.com/jthack/PIPE#multimodal
10. Hacking on AI-Powered Appshttps://github.com/jthack/PIPE#pentesting
11. Conclusionhttps://github.com/jthack/PIPE#conclusion
herehttps://github.com/jthack/PIPE/blob/main/pipe.pdf
https://github.com/jthack/PIPE#note-if-youd-rather-read-the-pdf-click-here
https://github.com/jthack/PIPE/blob/main/pipe.png
https://github.com/jthack/PIPE#introduction
https://github.com/jthack/PIPE#risk-factors
https://github.com/jthack/PIPE#background
https://github.com/jthack/PIPE#understanding-the-basics
https://github.com/jthack/PIPE#key-terms
https://github.com/jthack/PIPE#do-i-need-to-worry-about-prompt-injection
https://github.com/jthack/PIPE#1-untrusted-input
https://github.com/jthack/PIPE#2-impactful-functionality
https://github.com/jthack/PIPE#attack-scenarios
https://github.com/jthack/PIPE#new-vectors-for-traditional-web-vulnerabilities
https://github.com/jthack/PIPE#ssrf-server-side-request-forgery
https://github.com/jthack/PIPE#sql-injection
https://github.com/jthack/PIPE#remote-code-execution-rce
https://github.com/jthack/PIPE#cross-site-scripting-xss
https://github.com/jthack/PIPE#insecure-direct-object-references-idor
https://github.com/jthack/PIPE#other-vulnerabilities
https://github.com/jthack/PIPE#mitigations
https://github.com/jthack/PIPE#existing-solutions
NeMohttps://github.com/NVIDIA/NeMo
Rebuffhttps://github.com/protectai/rebuff
https://github.com/jthack/PIPE#dual-llm-approach
blog posthttps://simonwillison.net/2023/Apr/25/dual-llm-pattern/#dual-llms-privileged-and-quarantined
https://github.com/jthack/PIPE#high-level-mitigation-principles
bloghttps://rez0.blog/hacking/2023/04/19/prompt-injection-and-mitigations.html
https://github.com/jthack/PIPE#multi-modal-prompt-injection
https://github.com/jthack/PIPE#image
https://twitter.com/wunderwuzzi23/status/1679676160341581824https://twitter.com/wunderwuzzi23/status/1679676160341581824
https://github.com/jthack/PIPE#voice
https://github.com/jthack/PIPE#video
https://github.com/jthack/PIPE#hacking-on-ai-powered-apps
promptmaphttps://github.com/utkusen/promptmap
https://github.com/jthack/PIPE#conclusion
https://github.com/jthack/PIPE#attributions
Joseph Thacker (rez0)https://twitter.com/rez0__
Hrishihttps://twitter.com/hrishioa
Justin Gardner (Rhynorater)https://twitter.com/Rhynorater/
Daniel Miesslerhttps://twitter.com/danielmiessler
Readme https://github.com/jthack/PIPE#readme-ov-file
Please reload this pagehttps://github.com/jthack/PIPE
Activityhttps://github.com/jthack/PIPE/activity
551 starshttps://github.com/jthack/PIPE/stargazers
9 watchinghttps://github.com/jthack/PIPE/watchers
62 forkshttps://github.com/jthack/PIPE/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fjthack%2FPIPE&report=jthack+%28user%29
Releaseshttps://github.com/jthack/PIPE/releases
Packages 0https://github.com/users/jthack/packages?repo_name=PIPE
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

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