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https://github.com/yilmaztolga/awesome-data-privacy

A curated list of data privacy and security resources
https://github.com/yilmaztolga/awesome-data-privacy

List: awesome-data-privacy

awesome data-privacy gdpr personally-identifiable-information privacy security

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A curated list of data privacy and security resources

Awesome Lists containing this project

README 

        
# Awesome Data Privacy and Security [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

> A curated list of data privacy and security resources



### Content

---

* [Courses](#courses)

* [Books](#books)

* [Guides and Checklists](#guides-and-checklists)

* [Tools and Libraries](#tools-and-libraries)

* [Tutorials](#tutorials)

* [Journals](#journals)

* [Conferences](#conferences)

* [Related Awesome Lists](#related-awesome-lists)

* [Subreddits](#subreddits)

* [Certifications](#certifications)

* [Miscellaneous](#miscellaneous)



### Courses

---

* [PSU  -  Privacy in Statistical Databases](http://www.cse.psu.edu/~ads22/courses/privacy598d/www/) (Fall 2007)

* [UPENN - Data Privacy](http://www.cis.upenn.edu/~aaroth/courses/privacyF11.html) (Fall 2011)

* [WUSTL - Data Security](https://www.cse.wustl.edu/~ychen/505A/Slides/lecture.html)

* [CMU - Privacy and Anonymity in Data](https://dataprivacylab.org/courses/pad1/index.html)

* [Bilkent - Data Privacy](http://www.cs.bilkent.edu.tr/~erman/CS577.html) (Spring 2016)

* [PSU - Algorithmic Challenges in Data Privacy](http://www.cse.psu.edu/~ads22/privacy598/) (Spring 2010)

* [Weizmann Inst. - Foundations of Privacy](http://www.wisdom.weizmann.ac.il/~naor/COURSE/foundations_of_privacy.html) (Fall 2015)

* [Caltech - Introduction to Data Privacy](http://courses.cms.caltech.edu/cs152/index.html) (Fall 2014)

* [Harvard - Mathematical Approaches to Data Privacy](http://people.seas.harvard.edu/~salil/diffprivcourse/spring13/) (Spring 2013)

* [UT Austin - Theory and Practice of Secure Systems](http://www.cs.utexas.edu/~shmat/courses/cs380s_fall09/) (Fall 2009)

* [Udemy - Data Security](https://www.udemy.com/data-security/)

* [UWaterloo - Computer Security and Privacy](https://crysp.uwaterloo.ca/courses/cs458/S19-material/) (Spring 2019)

* [University of Vermont - Data Privacy](https://jnear.github.io/cs295-data-privacy/) (Fall 2019)

* [University of Minnesota - The Algorithmic Foundations of Data Privacy](https://zstevenwu.com/courses/f18/csci8980_dp/index.html) (Fall 2018)

* [Columbia - Privacy and Online Social Networks](https://www.cs.columbia.edu/~bala/s14/index.html) (Spring 2014)

* [Georgia Tech - Cybersecurity Lecture Series](https://cyber.gatech.edu/cyber-lecture)

* [Eindhoven University of Technology - Principles of Data Protection](https://security1.win.tue.nl/~zannone/teaching/DTM/2IMS25-20-21.html) (Fall 2020)



### Books

---

* [The Algorithmic Foundations of Differential Privacy](https://www.cis.upenn.edu/~aaroth/Papers/privacybook.pdf)

* [Differential Privacy: A Primer for a Non-technical Audience](https://privacytools.seas.harvard.edu/files/privacytools/files/pedagogical-document-dp_new.pdf)

* [The Complexity of Differential Privacy](http://privacytools.seas.harvard.edu/files/privacytools/files/complexityprivacy_1.pdf)

* [Lectures on Data Security - Modern Cryptology in Theory and Practice](https://www.springer.com/us/book/9783540657576)

* [Data and Goliath: The Hidden Battles to Collect Your Data and Control Your World](https://www.amazon.com/Data-Goliath-Battles-Collect-Control/dp/039335217X?crid=1JRRTVHWTK72I&keywords=data+security&qid=1536656236&sprefix=data+security%2Caps%2C258&sr=8-6&ref=sr_1_6)

* [The Art of Invisibility: The World's Most Famous Hacker Teaches You How to Be Safe in the Age of Big Brother and Big Data](https://www.amazon.com/Art-Invisibility-Worlds-Teaches-Brother/dp/0316380504?crid=1JRRTVHWTK72I&keywords=data+security&qid=1536656236&sprefix=data+security%2Caps%2C258&sr=8-2&ref=sr_1_2)

* [Permanent Record (by Edward Snowden)](https://amzn.to/30wxxXi)

* [Sandworm (by  Andy Greenberg)](https://amzn.to/2FVByeJ)

* [Privacy by Design (by  Nishant Bhajaria)](https://www.manning.com/books/privacy-by-design)



### Guides and Checklists

---

* [OWASP User Privacy Protection Cheat Sheet](https://www.owasp.org/index.php/User_Privacy_Protection_Cheat_Sheet)

* [Mobile privacy: a better practice guide for mobile app developers](https://www.oaic.gov.au/resources/agencies-and-organisations/guides/guide-for-mobile-app-developers.pdf)

* [Securing Personal Information: A Self-Assessment Tool for Organizations](https://www.oipc.bc.ca/guidance-documents/1439)

* [Reasonable Security Checklist for Personal Information](https://oipc.novascotia.ca/sites/default/files/publications/Reasonable%20Security%20Checklist%20for%20Personal%20Information%20(22%20Sept%2015)_0.pdf)

* [Pro Privacy: Encryption for Privacy Guide](https://proprivacy.com/guides/the-ultimate-privacy-guide)

* [EFF: Surveillance Self-Defense](https://ssd.eff.org)



### Tools and Libraries

---

#### Data Generation

* [Synthetic Data Generation Framework (SGF)](https://vbinds.ch/node/69)



#### Anonymization

* [ARX - Open Source Data Anonymization Software](https://github.com/arx-deidentifier/arx)

* [UTD Anonymization Toolbox](http://cs.utdallas.edu/dspl/cgi-bin/toolbox/index.php?go=home)

* [Amnesia](https://amnesia.openaire.eu/)

* [Anonymizer](https://github.com/DivanteLtd/anonymizer)

* [Open Anonymizer](https://sourceforge.net/projects/openanonymizer/)

* [µArgus](http://neon.vb.cbs.nl/casc/mu.htm)

* [Cornell Anonymization Toolkit](https://sourceforge.net/projects/anony-toolkit/)

* [sdcMicro](https://github.com/sdcTools/sdcMicro)

* [anonymize-it](https://github.com/elastic/anonymize-it)

* [Microsoft Presidio - Data protection and anonymization API](https://github.com/microsoft/presidio)



#### Differential Privacy

* [IBM Differential Privacy Library](https://github.com/IBM/differential-privacy-library)

* [Google- Differential Privacy Library](https://github.com/google/differential-privacy)

* [diffpriv](https://github.com/brubinstein/diffpriv)



#### Machine Learning

* [Tensorflow Privacy](https://github.com/tensorflow/privacy)

* [IBM Differential Privacy Library](https://github.com/IBM/differential-privacy-library)



#### Reporting and Analysis

* [RAPPOR by Google](https://github.com/google/rappor)

* [Fair Analytics](https://github.com/vesparny/fair-analytics)



#### GDPR

* [OpenGDPR](https://github.com/opengdpr/opengdpr)



Tools related to general privacy can be found in [privacy-respecting](https://github.com/nikitavoloboev/privacy-respecting) and [awesome-privacy](https://github.com/KevinColemanInc/awesome-privacy)



### Tutorials

---

* [Simons Institute - Differential Privacy Tutorial](https://www.youtube.com/watch?v=ekIL65D0R3o)

* Microsoft Research - Differential Privacy ([Part 1](https://www.youtube.com/watch?v=OfWj89oRD7g), [2](https://www.youtube.com/watch?v=1LTi6MmJf48), [3](https://www.youtube.com/watch?v=585hLnKDdUM), [4](https://www.youtube.com/watch?v=GQ0WCgvPdLE), [5](https://www.youtube.com/watch?v=gAvcQiFogr4))

* [CERIAS Purdue - A Practical Beginners' Guide to Differential Privacy](https://www.youtube.com/watch?v=Gx13lgEudtU)

* [USENIX - Differential Privacy: From Theory to Deployment](https://www.youtube.com/watch?v=Nvy-TspgZMs)



### Journals

---

* [IEEE Transactions on Dependable and Secure Computing (TDSC)](https://www.computer.org/web/tdsc)

* [IEEE Security and Privacy Magazine](https://publications.computer.org/security-and-privacy/)

* [IEEE Security & Privacy](https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8013)

* [ACM Transactions on Privacy and Security (TOPS)](https://dl.acm.org/citation.cfm?id=3208360)

* [International Journal of Information Security and Privacy(IJISP)](https://www.igi-global.com/journal/international-journal-information-security-privacy/1096)

* [Transactions on Data Privacy](http://www.tdp.cat/)

* [Computers and Security](https://www.journals.elsevier.com/computers-and-security)

* [IEEE Transactions on Information Forensics and Security](https://signalprocessingsociety.org/publications-resources/ieee-transactions-information-forensics-and-security)

* [Journal of Information Security and Applications](https://www.journals.elsevier.com/journal-of-information-security-and-applications)

* [International Journal of Information Security](https://www.springer.com/journal/10207)



### Conferences

---

* [IEEE Symposium on Security and Privacy](https://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000646)

* [IEEE European Symposium on Security and Privacy](https://www.ieee-security.org/TC/EuroSP2019/index.php)

* [Other Security Related Conferences](http://www.wikicfp.com/cfp/servlet/tool.search?q=security&year=f)

* [Other Privacy Related Conferences](http://www.wikicfp.com/cfp/servlet/tool.search?q=privacy&year=f)



### Related Awesome Lists  

---

* [awesome-cryptography](https://github.com/sobolevn/awesome-cryptography)

* [awesome-appsec](https://github.com/paragonie/awesome-appsec)

* [awesome-security](https://github.com/sbilly/awesome-security)

* [personal-security-checklist](https://github.com/Lissy93/personal-security-checklist)

* [awesome-web-security](https://github.com/qazbnm456/awesome-web-security)

* [privacy-respecting](https://github.com/nikitavoloboev/privacy-respecting)

* [awesome-privacy](https://github.com/KevinColemanInc/awesome-privacy)



### Subreddits

---

* [r/privacy](https://reddit.com/r/privacy)

* [r/security](https://reddit.com/r/security)

* [r/netsec](https://reddit.com/r/netsec)



### Certifications

---

* [CISSP](https://www.isc2.org/Certifications/CISSP)

* [CISM](http://www.isaca.org/Certification/CISM-Certified-Information-Security-Manager/Pages/default.aspx)

* [Q/ISP](http://www.securityuniversity.net/QISP.php)



### Miscellaneous

---

* [Privacy Patterns](https://privacypatterns.org/) Software engineering design solutions to privacy problems 

* [Data Protection Laws around the World](https://www.dlapiperdataprotection.com/)  

  (e.g., [Turkey](https://www.dlapiperdataprotection.com/index.html?c=TR&c2=&t=law), [USA](https://www.dlapiperdataprotection.com/index.html?c=US&c2=&t=law))

* [GDPR Tracker](https://gdprtracker.io/) GDPR compliance of various cloud services & subprocessors

* [Data Processor Agreements](https://github.com/tollwerk/data-processing-agreements) A collection of data processor agrements

* [Privacy Incidents Database](https://sites.google.com/site/privacyincidentsdatabase/incidents)

* [The new EU General Data Protection Regulation in Under 60 Minutes!](https://www.youtube.com/watch?v=NxgZ57BTkFQ)

* [Facebook CEO Mark Zuckerberg testimony on data privacy before Senate committee](https://www.youtube.com/watch?v=GQN4On0K7-w)

* [Data Privacy for Data Scientists](https://github.com/KIProtect/data-privacy-for-data-scientists)