analyzing pwned passwords with spark
play

Analyzing Pwned Passwords with Spark Kelley Robinson - PowerPoint PPT Presentation

Apr 27, 2023 •256 likes •606 views

Analyzing Pwned Passwords with Spark Kelley Robinson @kelleyrobinson Developer Evangelist + @KELLEYROBINSON BIG DATA & SECURITY Spark: then and now The state of passwords Spark in action Big Data Security BIG DATA & SECURITY

  2. Analyzing Pwned Passwords with Spark Kelley Robinson @kelleyrobinson Developer Evangelist

  4. +

  5. @KELLEYROBINSON BIG DATA & SECURITY 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. @KELLEYROBINSON BIG DATA & SECURITY Spark Abstractions Then RDD (Resilient Distributed Dataset) DataFrames / Datasets Now

  9. @KELLEYROBINSON BIG DATA & SECURITY RDDs • Immutable & distributed collection • Unstructured data • Low-level transformation and control https://databricks.com/blog/2016/07/14/a-tale-of-three-apache-spark-apis-rdds-dataframes-and-datasets.html

  10. BIG DATA & SECURITY @KELLEYROBINSON https://databricks.gitbooks.io/databricks-spark-knowledge-base/content/best_practices/prefer_reducebykey_over_groupbykey.html

  11. @KELLEYROBINSON BIG DATA & SECURITY Datasets • Structured data • Strongly typed • Fast https://databricks.com/blog/2016/07/14/a-tale-of-three-apache-spark-apis-rdds-dataframes-and-datasets.html

  12. @KELLEYROBINSON BIG DATA & SECURITY Datasets • Structured data • Strongly typed • Fast • SQL DSLs

  13. BIG DATA & SECURITY @KELLEYROBINSON Apache Spark Ecosystem

  14. BIG DATA & SECURITY @KELLEYROBINSON Scala has the most robust language API

  15. BIG DATA & SECURITY @KELLEYROBINSON https://www.slideshare.net/databricks/composable-parallel-processing-in-apache-spark-and-weld

  16. BIG DATA & SECURITY @KELLEYROBINSON https://twitter.com/CamJo89/status/996497423621996544

  17. @KELLEYROBINSON BIG DATA & SECURITY Spark: then and now The state of passwords Spark in action Big Data ∩ Security

  21. @KELLEYROBINSON BIG DATA & SECURITY Spark: then and now The state of passwords Spark in action Big Data ∩ Security

  22. https://twitter.com/dog_rates/status/986762231290490881

  23. @KELLEYROBINSON BIG DATA & SECURITY Benefits Fast Flexible Good for exploration Proven for large systems

  24. @KELLEYROBINSON BIG DATA & SECURITY Challenges Opaque error messages Operationalizing Documentation http://heather.miller.am/blog/launching-a-spark-cluster-part-1.html

  26. BIG DATA & SECURITY @KELLEYROBINSON 👎💰 The missing Spark documentation https://jaceklaskowski.gitbooks.io/mastering-apache-spark/content/

  27. @KELLEYROBINSON BIG DATA & SECURITY Spark: then and now The state of passwords Spark in action Big Data ∩ Security

  28. BIG DATA & SECURITY @KELLEYROBINSON

  29. @KELLEYROBINSON

  30. BIG DATA & SECURITY

  31. THANK YOU! @kelleyrobinson

  32. BIG DATA & SECURITY @KELLEYROBINSON Spark Resources • Apache Spark • Jacek's Spark Documentation • Zeppelin • RDDs vs. Datasets • Running Spark on a Cluster Security Resources • Pwned Passwords • Reverse SHA1 hashes • LastPass and 1Password • 2FA Guides

Recommend

User Authentication and Passwords Storing Passwords Selecting Passwords CSS322: Security and

User Authentication and Passwords Storing Passwords Selecting Passwords CSS322: Security and

CSS322 Passwords Authentication Passwords Entropy User Authentication and Passwords Storing Passwords Selecting Passwords CSS322: Security and Cryptography Sirindhorn International Institute of Technology Thammasat University Prepared by

670 views • 28 slides
Analyzing astronomical data with Apache Spark Julien Peloton In collaboration with Christian

Analyzing astronomical data with Apache Spark Julien Peloton In collaboration with Christian

Analyzing astronomical data with Apache Spark Julien Peloton In collaboration with Christian Arnault & St ephane Plaszczynski Laboratoire de lAcc el erateur Lin eaire Statistical challenges for large-scale structure in the

407 views • 20 slides
Intr Intro o to Spark to Spark and Spark and Spark SQL SQL AMP Camp 2014 Michael Armbrust -

Intr Intro o to Spark to Spark and Spark and Spark SQL SQL AMP Camp 2014 Michael Armbrust -

Intr Intro o to Spark to Spark and Spark and Spark SQL SQL AMP Camp 2014 Michael Armbrust - @michaelarmbrust What is Apache Spark? Fast and general cluster computing system, interoperable with Hadoop, included in all major distros

667 views • 43 slides
Good Passwords, Bad Passwords, and How to See the Difference David Klaftenegger Department of

Good Passwords, Bad Passwords, and How to See the Difference David Klaftenegger Department of

Good Passwords, Bad Passwords, and How to See the Difference David Klaftenegger Department of Information Technology Uppsala University, Sweden 20. January 2020 Caveat Auditor Background Passwords this talk contains opinions Diceware

447 views • 43 slides
Analyzing Weather Data with Apache Spark Jeremie Juban Tom Kunicki Introduction Who we

Analyzing Weather Data with Apache Spark Jeremie Juban Tom Kunicki Introduction Who we

Analyzing Weather Data with Apache Spark Jeremie Juban Tom Kunicki Introduction Who we are Professional Services Division of The Weather Company What we do Aviation Energy Insurance Retail Apache

443 views • 19 slides
PASSWORDS CS682: Advanced Security Topics Vasiliki Panteli 3/9/2020 Passwords 1 Passwords

PASSWORDS CS682: Advanced Security Topics Vasiliki Panteli 3/9/2020 Passwords 1 Passwords

PASSWORDS CS682: Advanced Security Topics Vasiliki Panteli 3/9/2020 Passwords 1 Passwords Passwords is a user authentication mechanism that is widely adopted for many years Methods for user authentication: Something you know

901 views • 52 slides
Security: Some Fun with Passwords How to handle Passwords: the Basics Rainbow Attacks Not

Security: Some Fun with Passwords How to handle Passwords: the Basics Rainbow Attacks Not

CSCE Intro to Computer Systems Security - Passwords Security: Some Fun with Passwords How to handle Passwords: the Basics Rainbow Attacks Not too long ago Hi, I forgot my password! Let me help you. What is your name? My Name is John

369 views • 5 slides
Spark Code Camp Discover Spark Streaming & Spark SQL Project Overview Focus on Spark

Spark Code Camp Discover Spark Streaming & Spark SQL Project Overview Focus on Spark

Spark Code Camp Discover Spark Streaming & Spark SQL Project Overview Focus on Spark Streaming and Spark SQL Explored Streaming API of Apache Spark on Ukko Cluster Window based Stream Content Direct Stream content

221 views • 9 slides
Setting Strong Encrypted Passwords Configuring Password Encryption for Clear Text Passwords Cisco

Setting Strong Encrypted Passwords Configuring Password Encryption for Clear Text Passwords Cisco

Setting Strong Encrypted Passwords Configuring Password Encryption for Clear Text Passwords Cisco IOS stores passwords in clear text in network device configuration files for several features such as passwords for local and remote CLI sessions,

354 views • 13 slides
STUDENT PASSWORDS GUI DEL I NES FOR 2 0 1 9 -2 020 S T U D E N T S , U P D A T E Y O U R P A

STUDENT PASSWORDS GUI DEL I NES FOR 2 0 1 9 -2 020 S T U D E N T S , U P D A T E Y O U R P A

STUDENT PASSWORDS GUI DEL I NES FOR 2 0 1 9 -2 020 S T U D E N T S , U P D A T E Y O U R P A S S W O R D F R O M H O M E ! Students: Update your password this summer from home! Student passwords were reset on 7/3/2019. Please follow the

525 views • 14 slides
Spark Technology 1. Spark main objectives 2. RDD concepts and operations 3. SPARK application

Spark Technology 1. Spark main objectives 2. RDD concepts and operations 3. SPARK application

10/05/2019 Big Data : Informatique pour les donnes et calculs massifs 7 SPARK technology Stphane Vialle Stephane.Vialle@centralesupelec.fr http://www.metz.supelec.fr/~vialle Spark Technology 1. Spark main objectives 2. RDD concepts

818 views • 39 slides
High Integrity Ada with SPARK Praxis Critical Systems 1 SPARK and the SPARK Examiner What is

High Integrity Ada with SPARK Praxis Critical Systems 1 SPARK and the SPARK Examiner What is

High Integrity Ada with SPARK Praxis Critical Systems 1 SPARK and the SPARK Examiner What is SPARK? A sub-language of Ada 83 and 95 with particular properties that make it ideally suited to the most critical of applications: completely

848 views • 10 slides
Passwords in the Wild Passwords in the Wild Who am I...? My blog... SkullSecurity.org Random

Passwords in the Wild Passwords in the Wild Who am I...? My blog... SkullSecurity.org Random

Passwords in the Wild Passwords in the Wild Who am I...? My blog... SkullSecurity.org Random research, rants, etc. Nmap dev news Password database I post updates to Twitter https://twitter.com/iagox86 My job... Tenable Network Security

990 views • 88 slides
User Authentication Storing Passwords Selecting Passwords ITS335: IT Security Tokens

User Authentication Storing Passwords Selecting Passwords ITS335: IT Security Tokens

ITS335 User Authentication Authentication Passwords User Authentication Storing Passwords Selecting Passwords ITS335: IT Security Tokens Biometrics Sirindhorn International Institute of Technology Summary Thammasat University Prepared

663 views • 40 slides
Pwned: Protecting Yourself in the 2019 By Dallin Warne 1 Why are you a target? 99% Money

Pwned: Protecting Yourself in the 2019 By Dallin Warne 1 Why are you a target? 99% Money

Pwned: Protecting Yourself in the 2019 By Dallin Warne 1 Why are you a target? 99% Money 1% Everything else (revenge, activism, hate, espionage, etc) Why do they do it? Because it works. 3% 5% clicks on phishing links, down

581 views • 23 slides
Crypto with Passwords Lecture 22 Passwords Password or passphrase: Low-entropy shared secret

Crypto with Passwords Lecture 22 Passwords Password or passphrase: Low-entropy shared secret

Crypto with Passwords Lecture 22 Passwords Password or passphrase: Low-entropy shared secret Typical goal: client authenticating to server, without being tied to a device holding a cryptographic key. On authentication, a session key should be

344 views • 11 slides
Plug-N-Pwned: Comprehensive Vulnerability Analysis of OBD-II Dongles as A New Over-the-Air Attack

Plug-N-Pwned: Comprehensive Vulnerability Analysis of OBD-II Dongles as A New Over-the-Air Attack

Plug-N-Pwned: Comprehensive Vulnerability Analysis of OBD-II Dongles as A New Over-the-Air Attack Surface in Automotive IoT Haohuang Wen 1 , Qi Alfred Chen 2 , Zhiqiang Lin 1 1 Ohio State University 2 University of California, Irvine USENIX

278 views • 26 slides
Spark Processing 101 September 10, 2015 Justin Sun Overview What is Spark? SparkContext

Spark Processing 101 September 10, 2015 Justin Sun Overview What is Spark? SparkContext

Spark Processing 101 September 10, 2015 Justin Sun Overview What is Spark? SparkContext Resilient Distributed Datasets (RDDs) Transformations Actions Code Examples Resources What is Spark? General cluster

356 views • 10 slides
The Long and Short of Passwords Rich Shay November 5, 2009 1 / 34 The Long and Short of

The Long and Short of Passwords Rich Shay November 5, 2009 1 / 34 The Long and Short of

The Long and Short of Passwords The Long and Short of Passwords Rich Shay November 5, 2009 1 / 34 The Long and Short of Passwords Motivation for Studying Passwords Outline Motivation for Studying Passwords 1 2 Overview of Password Failure

373 views • 36 slides
SPARK G N I T E R R A M E V I T A E C u s t o m L o g o P r o j e c t Introduction

SPARK G N I T E R R A M E V I T A E C u s t o m L o g o P r o j e c t Introduction

C K PROPOSAL SPARK G N I T E R R A M E V I T A E C u s t o m L o g o P r o j e c t Introduction We are excited to quote on your logo design project and believe that Spark is a perfect fit for your needs. Concept Presentation

554 views • 30 slides
Authentication of People what you know (passwords) what you have (keys) what you are

Authentication of People what you know (passwords) what you have (keys) what you are

people 1 Authentication of People what you know (passwords) what you have (keys) what you are (biometric devices) where you are (physical) October 26, 2000 people 2 Passwords initial password distribution (students)

559 views • 13 slides
SPARK NEW ZEALAND ANNUAL MEETING 2015 Spark New Zealand 2015 Spark New Zealand 2015 2 Order of

SPARK NEW ZEALAND ANNUAL MEETING 2015 Spark New Zealand 2015 Spark New Zealand 2015 2 Order of

SPARK NEW ZEALAND ANNUAL MEETING 2015 Spark New Zealand 2015 Spark New Zealand 2015 2 Order of Meeting: Introductions and formalities Chairmans address Managing Director update Resolutions Shareholder questions Conduct of polls Meeting

421 views • 38 slides
Distributing Matrix Computations with Spark MLlib Reza Zadeh A General Platform Standard libraries

Distributing Matrix Computations with Spark MLlib Reza Zadeh A General Platform Standard libraries

Distributing Matrix Computations with Spark MLlib Reza Zadeh A General Platform Standard libraries included with Spark Spark MLlib Spark SQL GraphX Streaming machine structured graph learning real-time Spark Core Outline Introduction to

682 views • 40 slides
Authentication of People what you know (passwords) what you have (keys) what you are

Authentication of People what you know (passwords) what you have (keys) what you are

people 1 Authentication of People what you know (passwords) what you have (keys) what you are (biometric devices) where you are (physical) Slide 1 Passwords initial password distribution (students) limit password guessing

305 views • 7 slides

More recommend