14 citations · 36 across the 10 of their papers we have counts for
4 papers · 1 filter
DeltaMCP: Incremental Regeneration via Spec-Aware Transformation for MCP servers
Aditya Pujara, Xiaogang Zhu, Hsiang-Ting Chen
The rapid development of LLMs coupled with the introduction of Model Context Protocol (MCP) has revolutionized how intelligent agents interact with APIs through deterministic and s…
Your Fix Is My Exploit: Enabling Comprehensive DL Library API Fuzzing with Large Language Models
Kunpeng Zhang, Shuai Wang, Jitao Han +4
Deep learning (DL) libraries, widely used in AI applications, often contain vulnerabilities like buffer overflows and use-after-free errors. Traditional fuzzing struggles with the…
A Feature-Oriented Corpus for Understanding, Evaluating and Improving Fuzz Testing
Xiaogang Zhu, Xiaotao Feng, Tengyun Jiao +4
Fuzzing is a promising technique for detecting security vulnerabilities. Newly developed fuzzers are typically evaluated in terms of the number of bugs found on vulnerable programs…
Bug Searching in Smart Contract
Xiaotao Feng, Qin Wang, Xiaogang Zhu +1
With the frantic development of smart contracts on the Ethereum platform, its market value has also climbed. In 2016, people were shocked by the loss of nearly $50 million in crypt…