27 citations · 70 across the 44 of their papers we have counts for
15 papers · 1 filter
Demystifying Cookie Sharing Risks in WebView-based Mobile App-in-app Ecosystems
Miao Zhang, Shenao Wang, Guilin Zheng +2
Mini-programs, an emerging mobile application paradigm within super-apps, offer a seamless and installation-free experience. However, the adoption of the web-view component has dis…
LaQual: An Automated Framework for LLM App Quality Evaluation
Yan Wang, Xinyi Hou, Junjun Si +3
Representing a new paradigm in software distribution, LLM app stores are rapidly emerging, offering users diverse choices for content generation, coding assistance, education, and…
Gradient-Based Model Fingerprinting for LLM Similarity Detection and Family Classification
Zehao Wu, Yanjie Zhao, Haoyu Wang
As Large Language Models (LLMs) become integral software components in modern applications, unauthorized model derivations through fine-tuning, merging, and redistribution have eme…
Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead
Hongzhou Rao, Yanjie Zhao, Xinyi Hou +2
The rapid advancement of large language models (LLMs) has redefined artificial intelligence (AI), pushing the boundaries of AI research and enabling unbounded possibilities for bot…
CodeMorph: Mitigating Data Leakage in Large Language Model Assessment
Hongzhou Rao, Yanjie Zhao, Wenjie Zhu +3
Concerns about benchmark leakage in large language models for code (Code LLMs) have raised issues of data contamination and inflated evaluation metrics. The diversity and inaccessi…
Toward Understanding Bugs in Vector Database Management Systems
Yinglin Xie, Xinyi Hou, Yanjie Zhao +3
Vector database management systems (VDBMSs) play a crucial role in facilitating semantic similarity searches over high-dimensional embeddings from diverse data sources. While VDBMS…
From Assistants to Adversaries: Exploring the Security Risks of Mobile LLM Agents
Liangxuan Wu, Chao Wang, Tianming Liu +2
The growing adoption of large language models (LLMs) has led to a new paradigm in mobile computing--LLM-powered mobile AI agents--capable of decomposing and automating complex task…
Directed Greybox Fuzzing via Large Language Model
Hanxiang Xu, Yanjie Zhao, Haoyu Wang
Directed greybox fuzzing (DGF) focuses on efficiently reaching specific program locations or triggering particular behaviors, making it essential for tasks like vulnerability detec…
Unveiling the Landscape of LLM Deployment in the Wild: An Empirical Study
Xinyi Hou, Jiahao Han, Yanjie Zhao +1
Large language models (LLMs) are increasingly deployed through open-source and commercial frameworks, enabling individuals and organizations to self-host advanced LLM capabilities.…
Unveiling Large Language Model Supply Chain: Structure, Domain, and Vulnerabilities
Yanzhe Hu, Shenao Wang, Tianyuan Nie +2
Large Language Models (LLMs) have revolutionized artificial intelligence (AI), driving breakthroughs in natural language understanding, text generation, and autonomous systems. How…
Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Xinyi Hou, Yanjie Zhao, Shenao Wang +1
The Model Context Protocol (MCP) is an emerging open standard that defines a unified, bi-directional communication and dynamic discovery protocol between AI models and external too…
LLM Applications: Current Paradigms and the Next Frontier
Xinyi Hou, Yanjie Zhao, Haoyu Wang
The development of large language models (LLMs) has given rise to four major application paradigms: LLM app stores, LLM agents, self-hosted LLM services, and LLM-powered devices. E…
Towards Reliable Vector Database Management Systems: A Software Testing Roadmap for 2030
Shenao Wang, Yanjie Zhao, Yinglin Xie +4
The rapid growth of Large Language Models (LLMs) and AI-driven applications has propelled Vector Database Management Systems (VDBMSs) into the spotlight as a critical infrastructur…
Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact
Shenao Wang, Yanjie Zhao, Zhao Liu +2
LLMs are rapidly transitioning from research prototypes to core components in production systems across industries such as finance and healthcare. These deployments rely on a growi…
CommitShield: Tracking Vulnerability Introduction and Fix in Version Control Systems
Zhaonan Wu, Yanjie Zhao, Chen Wei +3
Version control systems are commonly used to manage open-source software, in which each commit may introduce new vulnerabilities or fix existing ones. Researchers have developed va…