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Cybersecurity, digital trust and resilient systems.

Electrical engineering, engineering-level power technologies, electronics, control, instrumentation, signal processing, and telecommunications.

Renewable energy systems, smart grids, storage integration, resilience, flexibility, electricity markets, and grid transformation.

Acoustic science, wave propagation, sensing, materials, imaging, noise and vibration control, and ultrasonic technologies.

Advanced nursing practice, specialist clinical care, nursing leadership, evidence implementation, patient safety, and professional education.

Mechanical engineering, mechanics, thermofluids, design, manufacturing, robotics, control, and integrated mechatronic systems.

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

Artificial intelligence, machine learning, deep learning, generative and multimodal models, reasoning, trustworthy AI, intelligent systems, and applied AI.
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EPSS publishes daily probabilities and percentiles to help defenders prioritize vulnerabilities. This study measures how EPSS v2→v3, v3→v4, and v4→v5 transitions changed rankings, bounded priority sets, threshold classifications, and score coverage.
Open-source vulnerability records connect source-native identifiers through aliases. This study measures the difference between direct alias lists and transitive closure in a frozen, cross-ecosystem OSV snapshot.
OSV records can describe affected versions with fixed, last_affected, limit, and enumerated-version representations. This study measures the availability and concentration of remediation endpoints across six package ecosystems.
Package-security tools need severity metadata they can parse consistently. This study measures the availability of quantitative severity arrays and local qualitative labels across package ecosystems.
VEX formats encode overlapping semantics but differ in schema and surrounding data models. This controlled benchmark measures schema conformance and semantic retention across all six ordered translations among OpenVEX 0.2.0, CycloneDX 1.6, and CSAF 2.0.
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