AttackPathGNN introduces a State Interference Graph and conjunction pooling inside a GNN to detect cross-function vulnerabilities in Solidity contracts, reporting 92.3% F1 on SmartBugs Wild.
Enhanced Smart Contract Vulnerability Detection via Graph Neural Networks: Achieving High Accuracy and Efficiency,
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2026 2verdicts
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SemDINO proposes a dual-branch encoder with DINOv3 features, multi-scale temporal interaction, and enhancement modules for improved semantic change detection in remote sensing.
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SemDINO: A DINOv3-Driven Network for Cross-Temporal Semantic Alignment in Change Detection
SemDINO proposes a dual-branch encoder with DINOv3 features, multi-scale temporal interaction, and enhancement modules for improved semantic change detection in remote sensing.