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Architectural Advances

Architectural design, structural integration, construction technologies, building systems, building performance, sustainability, and the built environment.

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AI and Machine Learning Advances

Artificial intelligence, machine learning, deep learning, generative and multimodal models, reasoning, trustworthy AI, intelligent systems, and applied AI.

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Beyond One-Hop Aliases: Measuring Identifier-Resolution Fragmentation in the OSV Vulnerability Graph Across Six Package Ecosystems

Background: Open-source vulnerability records connect source-native identifiers through aliases. The Open Source Vulnerability (OSV) specification treats aliases as symmetric and transitive, but consumers that stop at one record's directly listed identifiers may recover an incomplete equivalence set.

Severity Without a Common Scale: A Cross-Ecosystem Census of Machine-Readable Severity Signals in OSV

Background: Package-security tools need severity metadata they can parse consistently. The Open Source Vulnerability (OSV) schema supports quantitative severity arrays at record and affected-package levels, while source databases can publish local qualitative labels. Their availability across package ecosystems has not been measured at scale.

Cross-Format Semantic Preservation in Vulnerability Exploitability Exchange: A Conformance and Round-Trip Benchmark of OpenVEX 0.2.0, CycloneDX 1.6, and CSAF 2.0

Background: Vulnerability Exploitability eXchange (VEX) documents communicate whether a vulnerability affects a specific software product. OpenVEX, CycloneDX, and the Common Security Advisory Framework (CSAF) encode overlapping VEX concepts, but implementers lack controlled evidence about which semantics survive translation and which validators detect malformed or incomplete statements.

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