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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Weifeng Pan

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Preprint Aug 2026

eBPF Security in the Wild: Structural Concentration, Failure Mechanisms, and Discovery Gaps

Extended Berkeley Packet Filter (eBPF) is a security-critical in-kernel execution framework, yet its vulnerability landscape remains fragmented across components, semantic gaps, and testing techniques. We present an empirical study of observed eBPF vulnerabilities. We construct a multi-source dataset from Linux kernel...

Bai-Hong Chen, Ming Hua, Wei-Feng Pan et al. · 0 citations
Aug 2026

Identifying key classes using biterm-sensitive PageRank with motif-based coreness

Key classes serve as excellent starting points for developers, particularly newcomers, to comprehend unfamiliar software systems. Although numerous unsupervised learning approaches for identifying key classes have been proposed in the literature—typically by representing software as class dependency networks (aka softw...

Wei-Feng Pan, Xiaoyong Cui, Ming Hua et al. · 0 citations
Preprint Aug 2026

Dissecting Software Graphs: Structural Insights for Driver-Guided Fuzzing

A structural abstraction is proposed that uses a static call graph as a shared backbone and projects driver-specific dynamic coverage onto it to derive driver-induced subgraphs and shows that multi-driver fuzzing is fundamentally a structural exploration problem.

Baihong Chen, Hua Ming, Weifeng Pan et al. · 0 citations

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