April 19th - 21st, 2022

Machine Learning Safety & Security

Learn the latest models, advancements, and trends from the top practitioners behind two of data science’s hottest topics
Register & Save 70%

    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

    PAST ODSC SPEAKERS

    ODSC is honored to have hosted some of the best and brightest in the field of machine learning,  data science, and AI


    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 2022 | April 19th-21st

    Register here
    Open Data Science

     

     

     

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

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