Francisco Pereira

Understanding Object Affordances Through Verb Usage Patterns.

2020 · arXiv (Cornell University)

In order to interact with objects in our environment, we rely on an understanding of the actions that can be performed on them, and the extent to which they rely or have an effect on …

Peregrine: ML-based Malicious Traffic Detection for Terabit Networks

2024 · arXiv (Cornell University)

Malicious traffic detectors leveraging machine learning (ML), namely those incorporating deep learning techniques, exhibit impressive detection capabilities across multiple attacks. However, their effectiveness becomes compromised when deployed in networks handling Terabit-speed traffic. In practice, these …