May 9th - 11th, 2023

Machine Learning Safety & Security

Learn the latest models, advancements, and trends from the top practitioners behind two of data science’s hottest topics
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FOCUS AREA OVERVIEW

Pause for a moment to realize the number of machine learning models trained on crowdsourced data from social media and other web sources, and realize how easy it is to poison training data. This is one of the many treats raised when accessing machine learning safety Driven by concerns around foundational models, autonomous systems, and large-scale models, ML Safety is quickly becoming a key topic encompassing many areas of AI and ML. Adversarial attacks, backdoor model vulnerabilities, real-world deployment tail risks, risk monitoring, and boosting model defenses are a few of the topics that fall under the Machine Learning Safety umbrella.

ODSC East is one of the first applied data science and machine learning conferences to address this fast-trending topic.

TOPICS YOU'LL LEARN


Transparency & Explainability in Machine Learning

Differential Privacy & Federated Learning

Cybersecurity and Machine Learning

Idenifying Bias in Machine Learning

Data Privacy and Confidentiality

Safe Machine Learning & Deep Learning

Safe Autonomous Systems Control

Ethical and Legal Consequences of Unsafe Machine Learning

Engineering Safety in Machine Learning

Identifying & Fixing Vulnerabilities in the Machine Learning

Realiabilty in Critical Machine Learning Systems

Security Risks in Machine Learning and Deep Learning

Data & Poisoning Attacks in Machine Learning

Identifying Backdoor Attacks on Machine Learning

Deep learning and Adversarial Attacks

Adverserial Attacks on Autonomous Systems

Understanding Transfer Learning Attacks

Using Machine Learning to Detect Malicious Activity

Some of Our Past Machine Learning Safety & Security Speakers


Speakers Coming Soon

You Will Meet


  • Top speakers and practitioners in Machine Learning Safety

  • Data Scientists, Machine Learning Engineers, and AI Experts interested in risk in AI

  • Business professionals who want to understand safe machine learning

  • Core contributors in the fields of Machine Learning and Deep Learning

  • Software Developers focused on building safe machine learning and deep learning

  • Technologist seeking to better understand AI and machine learning risks and vulnerabilities

  • CEOs, CTOs, CIOs and other c-suite decision makers

  • Data Science Enthusiasts

Why Attend?


Immerse yourself in talks, tutorials, and workshops on Machine Learning and Deep Learning tools, topics, models and advanced trends

Expand your network and connect with like-minded attendees to discover how Machine Learning and Deep Learning knowledge can transform not only your data models but also your business and career

Meet and connect with the core contributors and top practitioners in the expanding and exciting fields of Machine Learning and Deep Learning

Learn how the rapid rise of intelligent machines is revolutionizing how we make sense of data in the real world and its coming impact on the domains of business, society, healthcare, finance, manufacturing, and more

ODSC EAST 2023 | May 9th-11th

Register Now & Save 60%

ODSC Newsletter

Stay current with the latest news and updates in open source data science. In addition, we’ll inform you about our many upcoming Virtual and in person events in Boston, NYC, Sao Paulo, San Francisco, and London. And keep a lookout for special discount codes, only available to our newsletter subscribers!

Open Data Science

 

 

 

Open Data Science
One Broadway
Cambridge, MA 02142
info@odsc.com

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