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Analyzing Pwned Passwords with Spark - OWASP Meetup July 2018
- 2. Analyzing Pwned Passwords with Spark Kelley Robinson @kelleyrobinson Developer Evangelist, Account Security
- 3. 👋 ☎
- 4. +👋 ☎ 🔐
- 5. BIG DATA & SECURITY @KELLEYROBINSON Spark: then and now The state of passwords Spark in action Big Data & Security
- 6. BIG DATA & SECURITY @KELLEYROBINSON
- 7. BIG DATA & SECURITY @KELLEYROBINSON Apache Spark Ecosystem
- 8. BIG DATA & SECURITY @KELLEYROBINSON Spark Abstractions Then Now RDD (Resilient Distributed Dataset) DataFrames
- 9. https://databricks.com/blog/2016/07/14/a-tale-of-three-apache-spark-apis-rdds-dataframes-and-datasets.html @KELLEYROBINSONBIG DATA & SECURITY RDDs • Immutable & distributed collection • Unstructured data • Low-level transformation and control
- 10. BIG DATA & SECURITY https://databricks.com/blog/2016/07/14/a-tale-of-three-apache-spark-apis-rdds-dataframes-and-datasets.html @KELLEYROBINSON DataFrames • Structured data • Fast • SQL DSLs
- 11. BIG DATA & SECURITY @KELLEYROBINSON Apache Spark Ecosystem
- 12. BIG DATA & SECURITY @KELLEYROBINSON Python is the future of Spark
- 13. BIG DATA & SECURITY https://www.slideshare.net/databricks/composable-parallel-processing-in-apache-spark-and-weld @KELLEYROBINSON
- 14. The State of Passwords
- 17. @KELLEYROBINSONBIG DATA & SECURITY Spark in action
- 18. BIG DATA & SECURITY @KELLEYROBINSON http://www.commitstrip.com/en/2018/04/27/security-security-security/?
- 19. Benefits of Spark Fast Flexible Good for exploration Proven for large systems BIG DATA & SECURITY @KELLEYROBINSON
- 20. Challenges Opaque error messages Operationalizing Documentation http://heather.miller.am/blog/launching-a-spark-cluster-part-1.html BIG DATA & SECURITY @KELLEYROBINSON
- 21. 🤔
- 22. @KELLEYROBINSONBIG DATA & SECURITY Big Data & Security
- 23. BIG DATA & SECURITY @KELLEYROBINSON
- 24. @KELLEYROBINSON
- 25. BIG DATA & SECURITY @KELLEYROBINSON Passwords aren't great. But they aren't going away anytime soon.
- 26. BIG DATA & SECURITY @KELLEYROBINSON Aim for a seamless user experience. ]
- 27. BIG DATA & SECURITY @KELLEYROBINSON Developers have the responsibility to secure authentication.
- 28. BIG DATA & SECURITY https://twitter.com/PWTooStrong @KELLEYROBINSON
- 29. Further Reading on Pwned Passwords https://twilio.com/blog/2018/06/analyzing-pwned-passwords-with-apache-spark.html https://www.troyhunt.com/pwned-passwords-in-practice-real-world-examples-of-blocking-the-worst-passwords/ https://www.twilio.com/blog/2018/06/round-up-libraries-for-checking-pwned-passwords-in-your-7-favorite-languages.html
- 31. Resources • Apache Spark • Jacek's Spark Documentation • Zeppelin • RDDs vs. Datasets • Running Spark on a Cluster • Debugging PySpark (Video) (Slides) • 2FA Guides • Pwned Passwords Further Reading @KELLEYROBINSONBIG DATA & SECURITY