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Полиномиальные аппроксимации некоторых функций активации нейронных сетей
Информатика и автоматизация, 2022 Активное внедрение систем машинного обучения ставит актуальную задачу обеспечения их защиты от различных типов атак, направленных на нарушение свойств конфиденциальности, целостности и доступности как обрабатываемых данных, так и обучаемых моделей. Одним
Grigory Marshalko, Julia Trufanova
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Lightweight and Privacy-Preserving Multi-Keyword Search over Outsourced Data
Applied Sciences, 2023 In cloud computing, documents can be outsourced to the cloud server to achieve flexible access control and efficient sharing among multiple users. The outsourced documents can be intelligently searched according to some keywords with the help of cloud ...
Meng Zhao +6 more
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Swap and Rotate: Lightweight Linear Layers for SPN-based Blockciphers
IACR Transactions on Symmetric Cryptology, 2020 In CHES 2017, Jean et al. presented a paper on “Bit-Sliding” in which the authors proposed lightweight constructions for SPN based block ciphers like AES, PRESENT and SKINNY.
Subhadeep Banik +3 more
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Influences of Removable Devices on the Anti-Threat Model: Dynamic Analysis and Control Strategies
Information, 2015 With the rapid development of M2M wireless network, damages caused by malicious worms are getting more and more serious. The main goal of this paper is to explore the influences of removable devices on the interaction dynamics between malicious worms and
Jinhua Ma +4 more
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Crowdsourced Security Reconstitution for Wireless Sensor Networks: Secrecy Amplification
Sensors, 2019 Research in the area of security for Wireless Sensor Networks over the past two decades has yielded many interesting findings. We focus on the topic of (re-)securing link keys between sensor nodes through so-called secrecy amplification (SA) protocols ...
Radim Ostadal +3 more
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IEEE Access, 2023 The Industrial Internet of Things (IIoT) collects a large amount of data through various types of sensors and intelligently processes this data using cloud computing, which is flexible, efficient, and cost-effective.
Xiaoguang Liu +3 more
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A Higher-Level Security Scheme for Key Access on Cloud Computing
IEEE Access, 2021 In this work, we construct a key access management scheme that seamlessly transitions any hierarchical-like access policy to the digital medium. The proposed scheme allows any public cloud system to be used as a private cloud.
Baris Celiktas +2 more
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Harden Deep Convolutional Classifiers via K-Means Reconstruction
IEEE Access, 2020 Adversarial examples are carefully perturbed input examples that aim to mislead the deep neural network models into producing unexpected outputs. In this paper, we employ a K-means clustering algorithm as a pre-processing method to defend against ...
Fu Wang +3 more
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Analysis of Two-Worm Interaction Model in Heterogeneous M2M Network
Information, 2015 With the rapid development of M2M (Machine-to-Machine) networks, the damages caused by malicious worms are getting more and more serious. By considering the influences of the network heterogeneity on worm spreading, we are the first to study the complex ...
Jinhua Ma +3 more
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Privacy-Preserving Mobile Roaming Authentication with Security Proof in Global Mobility Networks
International Journal of Distributed Sensor Networks, 2014 Mobile roaming authentication scheme achieves the mutual authentication and session key establishment between the mobile user and the foreign agent. In 2013, Xie et al.
Qi Xie +4 more
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