From the 1 of 32 linked papers with an AI index.
32 papers
MalTotal: Cost-Effective and Language-Agnostic Malicious Code Poisoning Detection for Millions of Repositories
Jian Zhao, Shenao Wang, Qingyang Wu +3
The widespread adoption of open source software (OSS) has introduced significant security risks, with malicious code poisoning attacks increasingly targeting public package registr…
Agent-Based Software Artifact Evaluation
Zhaonan Wu, Yanjie Zhao, Zhenpeng Chen +2
The paper introduces ArtifactGuide, a structured scoring rubric for software artifact evaluation, and ArtifactCopilot, an LLM‑based agent that follows this rubric to automatically…
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…
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…
LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle
Minghui Long, Yanjie Zhao, Haoyu Wang
Large Language Model (LLM) agent frameworks such as LangChain, LlamaIndex, and CrewAI have become critical infrastructure powering production AI systems, yet they remain severely u…
Neuro-Symbolic Reasoning for Vulnerability Detection
Yanjie Zhao, Hongjie Chen, Li Lu +3
Ask a large language model (LLM) whether a pointer dereference is safe, and it can often produce a plausible justification for ``yes''. The difficulty is that a fluent justificatio…