All Things Open Opening Keynote

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All Things Open

All Things Open 2014 - Day 1 Wednesday, October 22nd, 2014 Dwight Merriman Founder of MongoDB Opening Keynote

All Things Open Keynote
Dwight Merriman
October 22, 2014

shape

shape
size

shape
size
speed

shape
size
speed
approach

shape
size
speed
approach
application

Feeding the Planet

Connecting the Planet

Safeguarding the Planet

what are you
working on?

Thanks
Dwight Merriman
@dmerr
dwight@mongodb.com
www.mongodb.org
www.bsonspec.org

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Deploying Models at Scale with Apache Beam

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Presented at All Things Open 2023 Presented by Christine Abernathy - F5, Inc. Title: Fortifying the Future: Tackling Security Challenges in AI/ML Applications Abstract: As Artificial Intelligence (AI) and Machine Learning (ML) applications continue to surge, it is crucial to be aware of and address the security risks associated with these technologies. In this talk, Christine will explore AI/ML failure modes, threats, and mitigation strategies. She will guide you through the fundamentals of ML models then introduce you to key security challenges such as adversarial attacks, data poisoning, model inversion, model stealing, and membership inference attacks, using real-world examples to demonstrate their potential impact. Christine will also discuss privacy and ethical considerations in ML, touching upon techniques like federated learning and shedding light on the current regulatory landscape surrounding security risks. If you are developing AI/ML applications or incorporating AI/ML components into your technology stack, check out this talk. You will walk away with a deeper understanding of the current AI/ML security landscape and a toolkit to help you address these risks, enabling you to build safer, more secure, and privacy-aware applications. Find more info about All Things Open: On the web: https://www.allthingsopen.org/ Twitter: https://twitter.com/AllThingsOpen LinkedIn: https://www.linkedin.com/company/all-things-open/ Instagram: https://www.instagram.com/allthingsopen/ Facebook: https://www.facebook.com/AllThingsOpen Mastodon: https://mastodon.social/@allthingsopen Threads: https://www.threads.net/@allthingsopen 2023 conference: https://2023.allthingsopen.org/

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1. All Things Open Keynote Dwight Merriman October 22, 2014

2.

5. shape size speed

6. shape size speed approach

7. shape size speed approach application

8. Feeding the Planet

9. Connecting the Planet

10. Safeguarding the Planet

11. what are you working on?

12. Thanks Dwight Merriman @dmerr dwight@mongodb.com www.mongodb.org www.bsonspec.org

Hinweis der Redaktion

intro self? “big data” “nosql” Data Layer Inflection data science VS building things
unstructured data -> new data shapes
Data can manage roadways and help reduce car accidents at Edeva AB Chicago
these are big tangible things applies to all industries