2 papers
cs.CR2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning
Xiaohu Du, Ming Wen, Jiahao Zhu +5
Code Pre-trained Models (CodePTMs) based vulnerability detection have achieved promising results over recent years. However, these models struggle to generalize as they typically l…
cs.SE2023
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection
Yintong Huo, Yichen Li, Yuxin Su +3
The rapid progress of modern computing systems has led to a growing interest in informative run-time logs. Various log-based anomaly detection techniques have been proposed to ensu…