Miguel Correia

Virtual Static Security Analyzer for Web Applications

2021 · 2021 IEEE 20th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

Web applications are popular victims of injection attacks such as SQL injection and cross-site scripting. Vulnerability detection tools allow preventing these attacks but are often bound to a single language and hard to port to …

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 …