Browsing by Subject "anomaly detection"

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Fine-grained, Content-agnostic Network Traffic Analysis for Malicious Activity Detection

Feng, Yebo (University of Oregon, 2024-01-09)

The rapid evolution of malicious activities in network environments necessitates the development of more effective and efficient detection and mitigation techniques. Traditional traffic analysis (TA) approaches have ...
The Applications of Machine Learning Techniques in Networked Systems

Jamshidi, Soheil (University of Oregon, 2020-12-08)

Many large networked systems ranging from the Internet to ones deployed atop the Internet (e.g., Amazon) play critical roles in our daily lives. In these systems, individual nodes (e.g., a computer) establish a physical ...