StAIn: Stealthy Avenues of Attacks on Horizontally Collaborated Convolutional Neural Network Inference and Their Mitigation

With significant potential improvement in device-to-device (D2D) communication due to improved wireless link capacity (e.g., 5G and NextG systems), a collaboration of multiple edge devices (called horizontal collaboration (HC)) is becoming a reality for real-time Edge Intelligence (EI).The distributed read more nature of HC offers an advantage agai

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Assessing the interactions between nanoparticles and biological barriers in vitro: a new challenge for microscopy techniques in nanomedicine

Nanoconstructs intended to be used as biomedical tool must be assessed for their capability to cross biological barriers.However, studying in vivo the bolia outlet gent permeability of biological barriers to nanoparticles is quite difficult due to the many structural and functional factors involved.Therefore, the in vitro modeling of biological bar

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Multi-target quantum compilation algorithm

Quantum compilation is the process of converting a target unitary operation into a trainable unitary read more represented by a quantum circuit.It has a wide range of applications, including gate optimization, quantum-assisted compiling, quantum state preparation, and quantum dynamic simulation.Traditional quantum compilation usually optimizes circ

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Exploring ways to determine an alternative strategic road network in a metropolitan city: A multi-criteria analysis approach

Street functional classification comprises a principal element of urban road networks.However, the conventional approach that has dominated urban and transport planning, has given main priority on car movement.This condition lead to significant negative impacts on cities such as major severances to the urban fabric, low multimodality level, inacces

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Prevalence of type 2 diabetes mellitus and other abnormalities of carbohydrate metabolism depending on diagnostic criteria

Aim.To assess current criteria for type 2 diabetes mellitus.Materials and methods.This screening study involving 2,368 residents of two municipal districts of the Moscow region was designed to elucidate differencesin the prevalence of abnormalities of carbohydrate metabolism depending on diagnostic criteria (WHO and ADA).Results.The prevalence of e

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