MALHAPGNN: AN ENHANCED CALL GRAPH-BASED MALWARE DETECTION FRAMEWORK USING HIERARCHICAL ATTENTION POOLING GRAPH NEURAL NETWORK

MalHAPGNN: An Enhanced Call Graph-Based Malware Detection Framework Using Hierarchical Attention Pooling Graph Neural Network

While deep learning techniques have been extensively employed in malware detection, there is a notable challenge in effectively embedding malware features.Current neural network methods primarily capture superficial characteristics, lacking in-depth semantic exploration of functions and Nitric Oxide failing to preserve structural information at the

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Human umbilical cord expresses several vasoactive peptides involved in the local regulation of vascular tone: protein and gene expression of Orphanin, Oxytocin, ANP, eNOS and iNOS

Full-term human umbilical cord contains three blood vessels: two arteries coiled around a vein and surrounded by Wharton’s jelly, a mucous tissue with few mesenchymal stromal cells and abundant extracellular matrix.Umbilical vessels lack innervations, thus endothelial cells must play a role in the control of blood flow.The aim of this stu

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Frustrating Quantum Batteries

Nitric Oxide We propose to use a quantum spin chain as a device to store and release energy coherently and we investigate the interplay between its internal correlations and outside decoherence.We employ the quantum Ising chain in a transverse field and our charging protocol consists of a sudden global quantum quench in the external field to take t

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