Xinyue Wang

collaborators

Showing cs.CRShow all

2 papers · 1 filter

cs.CR2026

Resource Consumption Threats in Large Language Models

Yuanhe Zhang, Xinyue Wang, Zhican Chen +8

Given limited and costly computational infrastructure, resource efficiency is a key requirement for large language models (LLMs). Efficient LLMs increase service capacity for provi…

cs.CR2025

$P D^{3} F$ : A Pluggable and Dynamic DoS-Defense Framework Against Resource Consumption Attacks Targeting Large Language Models

Yuanhe Zhang, Xinyue Wang, Haoran Gao +4

Large Language Models (LLMs), due to substantial computational requirements, are vulnerable to resource consumption attacks, which can severely degrade server performance or even c…

Resource Consumption Threats in Large Language Models

PD3F: A Pluggable and Dynamic DoS-Defense Framework Against Resource Consumption Attacks Targeting Large Language Models

$P D^{3} F$ : A Pluggable and Dynamic DoS-Defense Framework Against Resource Consumption Attacks Targeting Large Language Models