4 papers
MAppPrint: Robust and Real-time Mobile App Fingerprinting via Traffic Behavior Correlation Graphs
Tao Duan, Junzhou Zhao, Jianglong Li +5
Mobile apps have become ubiquitous in daily life. Despite communication encryption, app fingerprinting (AF) attacks can still enable adversaries to infer the apps in use by analyzi…
Right Family, Wrong Skill: Evaluating Risk Exposure in Agent Skill Retrieval
Jiandong Ding, Honglei Ji, Ming Liu +1
A skill can match a task's topic while conflicting with its resource, procedure, or output requirements. We study this as same-capability risk-exposure retrieval and introduce Same…
BSODiag: A Global Diagnosis Framework for Batch Servers Outage in Large-scale Cloud Infrastructure Systems
Tao Duan, Runqing Chen, Pinghui Wang +5
Cloud infrastructure is the collective term for all physical devices within cloud systems. Failures within the cloud infrastructure system can severely compromise the stability and…
Representation Learning of Tangled Key-Value Sequence Data for Early Classification
Tao Duan, Junzhou Zhao, Shuo Zhang +2
Key-value sequence data has become ubiquitous and naturally appears in a variety of real-world applications, ranging from the user-product purchasing sequences in e-commerce, to ne…