Secure Software Systems Group

    Trustworthy Machine Learning for Privacy & Security

    Ransomware Detection with Machine Learning

    Data has become more critical than ever in today's digital transformation era. The amount of data we produce daily is astonishing — every day, hundreds of millions of people are taking photos, making videos,  and exchanging messages. Given such trends,  the importance of database security is hard to overestimate: The rapid growth of the data volume stored in the databases in cloud environments and enterprise data centers makes them attractive attack targets. ❯ More

    Smarter Contracts - Vulnerability Detection using Deep Neural Networks

    Smart Contracts are computer programs that execute on a blockchain. The nature of blockchains allows one to run Smart Contracts in a trustless and decentralized environment. In this project, we demonstrate the effectiveness of Deep Neural Networks in the domain of Smart Contract vulnerability detection. ❯ More

    Private AI Collaborative Research Institute

    Intel, in collaboration with Avast and Borsetta, launched the Private AI Collaborative Research Institute to advance and develop technologies in privacy and trust for decentralized AI.  ❯ More