trust engineering Articles

  • Augmenting our content moderation efforts through machine learning and dynamic content prioritization

    November 27, 2023

    Co-Authors: Abhishek Chandak and Ritish Verma We recognize that our 1 billion members and their over 10 billion years’ worth of collective knowledge and insights bring tremendous value to the LinkedIn community. That's why we're committed to enabling our members and customers to safely engage and connect with content. Our Trust & Safety team works diligently to...

  • Since learning frontend and backend skills, Rishika’s passion for engineering has expanded beyond her team at LinkedIn to grow into her own digital community. As she develops as an engineer, giving back has become the most rewarding part of her role. From intern to engineer—life at LinkedIn My career with LinkedIn began with a college internship, where I got to...

  • New Approaches For Detecting AI-Generated Profile Photos

    June 20, 2023

    Co-authors: Shivansh Mundra, Gonzalo Aniano Porcile, Smit Marvaniya, Hany Farid A core part of what we do on the Trust Data Team at LinkedIn is create, deploy, and maintain models that detect and prevent many types of abuse. This spans the detection and prevention of fake accounts, account takeovers, and policy-violating content. We are constantly working to...

  • platform-image-of-why-am-i-seeing-this-ad-feature

    Why am I seeing this ad?

    February 28, 2022

    Co-authors: Dhruv Bansal, Aanchal Somani, Sneha Dewan, and Vikrant Mahajan At LinkedIn, transparency is important to us, including...

  • illustration-of-content-violation-funnel

    How our content abuse defense systems work to keep members ...

    January 31, 2022

    To create a safe and trusted experience for our members, our Trust & Safety (TnS) team strives to keep content that violates our...

  • dfw-architecture

    Distributed Firewall (DFW): Network security at the host...

    October 21, 2021

    Co-authors: Matthew Davidson, Walter Marchuk, Andreas Zaugg, Michael Garate, and William Buenzle In traditional network design,...