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Adaptive regulation-based Mutual Information Camouflage Poisoning Attack in Graph Neural Networks: 《Journal of Automation and Intelligence》2025年第1期21-28,共8页Jihui Yin Taorui Yang Yifei Sun Jianzhi Gao Jiangbo Lu Zhi-Hui Zhan; supported by the Natural Science Basic Research Plan in Shaanxi Province of China(Program No.2022JM-381,2017JQ6070);National Natural Science Foundation of China(Grant No.61703256),Foundation of State Key Laboratory of Public Big Data(No.PBD2022-08);the Fundamental Research Funds for the Central Universities,China(Program No.GK202201014,GK202202003,GK201803020).; Studies show that Graph Neural Networks(GNNs)are susceptible to minor perturbations.Therefore,analyzing adversarial attacks on GNNs is crucial in current research.Previous studies used Generative Adversarial Networks ...; 关键词：Mutual information Adaptive weighting Poisoning attack Graph neural networks

Research on the Camouflage Characteristics of a Microfluidic Vision Camouflage System Based on the Image Inpainting Algorithm: 《Journal of Bionic Engineering》2025年第1期370-382,共13页Jian Cao Huanhuan Li Songjing Li Jiyan He Zhifan Li; the National Natural Science Foundation of China for the support(No.51175101)on this paper.; Combining deep-learning image inpainting algorithms with the microfluidic technology,the paper proposes a method to achieve dynamic stealth and camouflage by using a microfluidic vision camouflage system simulating th...; 关键词：Chameleon skin Bionic skin Microfluidic technology Self-adaptive system Camouflage film

Unevenly distributed pixel-based camouflage metasurface hiding multiwavelength holograms in color printing: 《Advanced Photonics》2025年第1期23-30,共8页Yaqin Zheng Yuan Liao Yulong Fan Lei Zhang Zhang-Kai Zhou Dangyuan Lei; supported by the Innovation and Technology Commission of Hong Kong(Grant No.GHP/026/19GD);the Research Grants Council of Hong Kong(Grant No.Ao E/P-502/20);the National Key R&D Program of China(Grant No.2021YFA1400804);the National Natural Science Foundation of China(Grant No.12222415);the Guangdong Natural Science Fund(Grant Nos.2024B1515040013 and 2020A0505140004);the Guangdong Provincial Quantum Science Strategic Initiative(Grant No.GDZX2305005)。; Ultracompact metasurfaces have gained a high reputation for manipulating light fields precisely within a subwavelength scale,bringing great development to the fields of nanophotonics,integrated optics,and quantum tech...; 关键词：metasurface HOLOGRAM CAMOUFLAGE ENCRYPTION

Three-dimensional multi-constraint analytical capture zone against maneuvering targets with velocity advantages: 《Chinese Journal of Aeronautics》2025年第2期286-304,共19页Wenxue CHEN Yudong HU Changsheng GAO Ruoming AN; Concerning the capture problem against arbitrary maneuvering targets,whose overload is high maneuvering but upper bounded and velocity has advantages,this paper elucidates a three-dimensional multi-constraint analytic...; 关键词：Analytical capture zone Motion camouflage technique Field of view constraint Overload saturation Missiles

Unmasking Social Robots’Camouflage:A GNN-Random Forest Framework for Enhanced Detection: 《Computers, Materials & Continua》2025年第1期467-483,共17页Weijian Fan Chunhua Wang Xiao Han Chichen Lin; Funds for the Central Universities(grant number CUC24SG018).; The proliferation of robot accounts on social media platforms has posed a significant negative impact,necessitating robust measures to counter network anomalies and safeguard content integrity.Social robot detection h...; 关键词：Social robot detection graph neural networks random forest HOMOPHILY heterophily

Squid-inspired and wirelessly controllable display for active camouflage in aquatic-environment: 《npj Flexible Electronics》2024年第1期900-909,共10页Doyoung Kim Seung Won Seon Minkyung Shin Jihwan Kim Bogeun Kim Janghoon Joo Sang Uk Park Wooseok Kim Hee Kyu Lee Byeong Woon Lee Se Gi Lee Su Eon Lee Ji-Hun Seo Seung Ho Han Bong Hoon Kim Sang Min Won; support by a National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIP,Ministry of Science,ICT&Future Planning,grant no.NRF-2021R1C1C1009410,NRF-2022R1A4A3032913 and IITP-2020-0-01821);S.M.W.acknowledges the support by Nano Material Technology Development Program(2020M3H4A1A03084600)through the National Research Foundation of Korea(NRF)funded by the Ministry of Science and ICT of Korea;B.H.K.acknowledges the support by the National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIT)(No.2022M3H4A1A02046445).; Achieving optimal camouflage in an aquatic environment necessitates the ability to modulate transmittance in response to the surrounding obscurity and potential threats.This adaptation involves a dynamic transition fr...; 关键词：TRANSPARENCY SUBMERGED lights

Nature's disguise:Empirical demonstration of dead-leaf masquerade in Kallima butterflies: 《Zoological Research》2024年第6期1201-1208,共8页Zeng-Tao Zhang Long Yu Hai-Zhen Chang Shi-Chang Zhang Dai-Qin Li; supported by the National Natural Science Foundation of China(32270531,32370530);Singapore Ministry of Education AcRF Tier 1 Grants(A-0008615-00,A-8001085-00-00)。; Animals deploy diverse color-based defenses against predators,including crypsis,mimicry,aposematism,and masquerade.While crypsis,mimicry,aposematism have been extensively studied,the strategy of masquerade-where organ...; 关键词：Antipredator defense CAMOUFLAGE Deadleaf butterfly MASQUERADE Natural selection Visual recognition

Cancer cell membrane camouflaged biomimetic gelatin-based nanogel for tumor inhibition: 《Chinese Chemical Letters》2024年第11期389-394,共6页Yuanzheng Wang Chen Zhang Shuyan Han Xiaoli Kong Changyun Quan Jun Wu Wei Zhang; supported by grants from Science and Technology Program of Guangzhou,China(No.201804010146);Guangzhou Science and Technology Program City-University Joint Funding Project(No.2023A03J0001)。; Enhancing the active tumor targeting ability and decreasing the clearance of reticuloendothelial system(RES)are important issues for drug delivery systems(DDSs)in cancer therapy.In recent years,cell membrane camouflag...; 关键词：Cell membrane camouflage BIOMIMETIC Gelatin nanogel Drug delivery Tumor therapy

Metamaterial-inspired infrared electrochromic devices with wideband microwave absorption for multispectral camouflage: 《Photonics Research》2024年第11期2435-2446,共12页ZHEN MENG DONGQING LIU JIAFU WANG YONGQIANG PANG TIANWEN LIU YAN JIA BOHENG GUI HAIFENG CHENG; National Natural Science Foundation of China(52073303);Natural Science Foundation of Hunan Province(2021JJ10049)。; Infrared(IR)electrochromic devices,capable of dynamically controlling thermal radiation,hold promising applications in adaptive camouflage.However,the strong microwave reflective properties inherent in the device’s e...; 关键词：microwave ABSORPTION SPECTRAL

Multicolor V_(2)O_(5)/TiO_(2)electrochromic films with fast switching and long lifespan for camouflage and information display: 《Science China Materials》2024年第9期2807-2817,共11页Xingru Wang Yang Zheng Lirong Chen Rui Ge Chengyu Jiang Gang Xu Xiudi Xiao; supported by the National Natural Science Foundation of China(62375268);the Open Fund of the State Key Laboratory of Luminescent Materials and Devices(2023-skllmd-05)。; V_(2)O_(5),which has multicolor and energy storage properties,is a promising electrochromic material for multifunctional electrochromic devices,but its practical application is limited by its poor lifespan and long sw...; 关键词：V_(2)O_(5)/TiO_(2)films electrochromic energy storage devices multicolor display

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