Projects

Secure Machine Learning

Deep learning deployments, especially in safety- and health-critical applications, must account for the security or else malicious attackers will be able to engineer misbehavior with potentially disastrous consequences (autonomous car crashes, for instance). How we can safely and securely deploy ML/AI technology in the real-world?

Continue reading “Secure Machine Learning”

Hardware Security

Most semiconductor companies don’t the resources to manufacture computer chips. Advanced semiconductor chips are manufactured at one of a small number of “fabs” and several countries, India for example, do not have any on-shore fab. So, chip manufacturing is outsourced off-shore. But this raises a question of trusthow can we guarantee the security of off-shore chip fabrication?

Continue reading “Hardware Security”