Large language models (LLMs) have strong capabilities in solving diverse natural language
processing tasks. However, the safety and security issues of LLM systems have become the …

The end of Moore's Law and Dennard Scaling has slowed processor improvements in the
past decade. While multi-core processors have improved performance, they are limited by …

As an emerging security paradigm, machine learning (ML) based malicious traffic detection
is an essential part of automatic defense against network attacks. Powered by dedicated …

Network security is paramount in today's digital landscape, where cyberthreats continue to
evolve and pose significant risks. We propose a DPDK-based scanner based on a study on …

The 5G user plane function (UPF) is a critical inter-connection point between the data
network and cellular network infrastructure. It governs the packet processing performance of …

Programmable switches have been widely used to design network monitoring solutions that
operate in the fast data-plane level, eg, detecting heavy hitters, super-spreaders, computing …

Smartwatches are used by millions of people for applications in health, finance, and
communication. As the computational power and range of applications supported by these …

To keep up with the network speeds, many recent works propose to offload network
functions to SmartNICs. The process involves identifying packet-processing algorithms in a …

Recent work has demonstrated how programmable switches can effectively detect attack
traffic, such as denial-of-service attacks in the midst of high-volume network traffic. However …

The IT community has witnessed a transition towards the cooperation of two major
paradigms, Cloud Computing and Edge Computing, paving the way to a Cloud Continuum …