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基于图片高频和对抗子空间的迁移性攻击
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作者 李超群 章琪泷 +2 位作者 殷晋 曹明生 宋井宽 《中国科技论文》 CAS 北大核心 2023年第7期806-812,共7页
针对对抗样本在白盒模型上过拟合和攻击者在搜索对抗子空间时受到约束等问题,从频域和可搜索对抗子空间的角度,提出了一种提升对抗样本迁移性的方法。首先,在生成对抗样本的过程中,通过减少图像的高频成分来减轻对抗样本在白盒模型上的... 针对对抗样本在白盒模型上过拟合和攻击者在搜索对抗子空间时受到约束等问题,从频域和可搜索对抗子空间的角度,提出了一种提升对抗样本迁移性的方法。首先,在生成对抗样本的过程中,通过减少图像的高频成分来减轻对抗样本在白盒模型上的过拟合效应。其次,通过扩大对抗子空间的搜索范围来捕获更多信息,从而提升对抗样本迁移性。值得注意的是,所提方法可以与现有的攻击相结合。在ImageNet数据集上进行的大量实验验证了所提方法的有效性,所提方法的黑盒攻击成功率较基于快速梯度符号法这一类攻击方法平均高出8.6%(针对正常训练模型)和18.2%(针对防御模型)。 展开更多
关键词 对抗样本 黑盒攻击 对抗空间 迁移性
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使用深度对抗子空间聚类实现高光谱波段选择 被引量:3
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作者 曾梦 宁彬 +1 位作者 蔡之华 谷琼 《计算机应用》 CSCD 北大核心 2020年第2期381-385,共5页
高光谱图像(HSI)由数百个波段组成,波段之间的相关性强且具有较高的冗余度,导致出现维度灾难并且分类的复杂性很高。为此,使用深度对抗子空间聚类(DASC)网络进行高光谱的波段选择,并引入拉普拉斯正则化使网络更优,在保证分类精度的前提... 高光谱图像(HSI)由数百个波段组成,波段之间的相关性强且具有较高的冗余度,导致出现维度灾难并且分类的复杂性很高。为此,使用深度对抗子空间聚类(DASC)网络进行高光谱的波段选择,并引入拉普拉斯正则化使网络更优,在保证分类精度的前提下降低分类的复杂度。该网络通过在编码器和解码器中引入自表达层来模仿传统子空间聚类的"自表达"属性,充分运用光谱信息和非线性特征转换得到波段之间的相互关系,解决传统波段选择方法无法同时考虑光谱和空间信息的问题。同时,引入对抗学习来监督自编码器的样本表示和子空间聚类,使得子空间聚类具有更好的自表达性能。为了使网络性能更优,加入拉普拉斯正则化来考虑反映图像几何信息的局部流形结构。实验在两个公开的高光谱数据集上进行,所提出的方法和几种主流的波段选择方法进行对比的结果表明,DASC方法在分类精度上优于对比方法,其选出的波段子集可以满足应用需求。 展开更多
关键词 高光谱图像 波段选择 深度对抗空间聚类 拉普拉斯正则化 深度学习
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胜负手危难催发
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作者 吴肇毅 《棋艺(象棋)》 2000年第11期33-34,共2页
关键词 基本图 势成骑虎 下法 子对抗 大获成功 左上角 惠莲 能接受 白崩 对局
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Controlled Secure Quantum Dialogue Using a Pure Entangled GHZ States 被引量:9
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作者 XIA Yan SONG Jie NIE Jing SONG He-Shan 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第5X期841-846,共6页
We present a controlled secure quantum dialogue protocol using a non-maximally (pure) entangled Greenberger-Horne-Zeibinger (GHZ) states at first, and then discuss the requirements for a real quantum dialogue. We ... We present a controlled secure quantum dialogue protocol using a non-maximally (pure) entangled Greenberger-Horne-Zeibinger (GHZ) states at first, and then discuss the requirements for a real quantum dialogue. We show that the authorized two users can exchange their secret messages after purifying the non-maximally entangled GHZ states quantum channel unconditionally securely and simultaneously under the control of a third party. 展开更多
关键词 controlled secure quantum dialogue EAVESDROPPER non-maximally entangled GHZ state
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Indoor measurement method of smoke screen disturbance efficiency based on Gaussian diffusion model 被引量:1
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作者 曹营军 冯武斌 +1 位作者 李杏军 郝文波 《Journal of Measurement Science and Instrumentation》 CAS 2013年第2期116-118,共3页
Because of ground clutter wave interf e rence,it is difficult to measure smoke screen disturbance in the field.In this pape r,a kind of indoor measurement method of smoke screen disturbance efficiency ba sed on Gaussi... Because of ground clutter wave interf e rence,it is difficult to measure smoke screen disturbance in the field.In this pape r,a kind of indoor measurement method of smoke screen disturbance efficiency ba sed on Gaussian diffusion model is put forward.As a characteristic,the measur ement result of smoke screen area density proves that the indoor measurement met hod of smoke screen disturbance efficiency based on Gaussian diffusion model is fea sible. 展开更多
关键词 smoke screen disturbance efficiency Gaussian diffusion model indoor measurement
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Investigation of the active components and mechanism of Sanao Decoction in treating chronic cough by network pharmacology and molecular docking 被引量:2
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作者 SHENG Mengke LIU Xing +4 位作者 LIAO Yuyao LI Zhixun LYU Lijing YANG Jiaqi SHI Xinyuan 《Digital Chinese Medicine》 2021年第3期191-201,共11页
Objective To investigate the active components and mechanism of Sanao Decoction(三拗汤,SAD)in treating chronic cough based on network pharmacology and molecular docking.Methods Active components and their targets were... Objective To investigate the active components and mechanism of Sanao Decoction(三拗汤,SAD)in treating chronic cough based on network pharmacology and molecular docking.Methods Active components and their targets were obtained from the Traditional Chinese Medicine Systems and Pharmacology Database and Analysis Platform(TCMSP),Bioinformatics Analysis Tool for Molecular mech ANism of Traditional Chinese Medicine(BATMAN-TCM)database,and the literature.The component-target regulatory network and protein-protein interaction(PPI)network were constructed by Cytoscape 3.7.2,and a bioinformatics analysis was performed to identify the significant pathways and their relevant targets.Molecular docking of the core active components and relevant targets was performed.Results A total of 98 active components of SAD and the corresponding 113 drug targets were identified.The component-target regulatory network and PPI network were successfully established.Results of the bioinformatics analysis indicated that 2281 Gene Ontology(GO)terms were enriched in chronic cough,including 2062 terms were in biological processes,77 in cellular components,and 142 in molecular functions,and top 20 significant pathways in Kyoto Encyclopedia of Genes and Genomes(KEGG)analysis.Molecular docking study demonstrated that quercetin,luteolin,kaempferol,and naringenin were in good agreement with the corresponding targets.Conclusion The active compounds of SAD,such as quercetin,luteolin,kaempferol,and naringenin,may act on AKT1,MAPK1,RELA,EGFR,and Bcl-2 and regulate the PI3 K-Akt signaling pathway,AGE-RAGE signaling pathway,and fluid shear stress and atherosclerosis pathway to exert the effects of anti-inflammatory,anti-airway remodeling,anti-oxidant stress effects,and repair airway damage,thus treating chronic cough. 展开更多
关键词 Sanao Decoction(三拗汤 SAD) Chronic cough Network pharmacology Molecular docking Anti-airway remodeling Anti-oxidant stress Repair airway damage
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Effect of Temperature on Titanium Dioxide in Polyethylene Teraphthalate Protective Coatings on ECCS Steels
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作者 Emesto Zumelzu Claudio Ortega Fernando Rull 《Journal of Chemistry and Chemical Engineering》 2010年第4期13-18,共6页
The study analysed the behaviour of titanium dioxide (TiO2) in polyethylene teraphthalate (PET) polymer coatings on ECCS steel plates. The work determined the thermal source affecting rutile distribution in the PE... The study analysed the behaviour of titanium dioxide (TiO2) in polyethylene teraphthalate (PET) polymer coatings on ECCS steel plates. The work determined the thermal source affecting rutile distribution in the PET coating: It originated in the manufacturing processes and thermomechanical treatments of the composite, and affected PET adherence on the steel. These results were contrasted with the behaviour of a non-heated coating to determine the conditions under which the ruffle exhibits changes on the PET coating. Measurements at cross-section and parallel intervals from the surface to the metal interface were made by FTIR-ATR and Raman vibrational spectroscopy techniques to characterise the rutile distribution in the PET thickness. 展开更多
关键词 DEGRADATION titanium dioxide thermal effect PET spectroscopy.
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Novel pyrimidine-benzimidazole hybrids with antibacterial and antifungal properties and potential inhibition of SARS-CoV-2 main protease and spike glycoprotein 被引量:2
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作者 Sharuk Khan Mayura Kale +1 位作者 Falak Siddiqui Nitin Nema 《Digital Chinese Medicine》 2021年第2期102-119,共18页
Objective The study aimed to synthesize and characterize pyrimidine-linked benzimidazole hybrids,define their antimicrobial and antifungal activities in vitro,and determine their ability to inhibit the main protease a... Objective The study aimed to synthesize and characterize pyrimidine-linked benzimidazole hybrids,define their antimicrobial and antifungal activities in vitro,and determine their ability to inhibit the main protease and spike glycoprotein of SARS-CoV-2.Methods The ability of the synthesized compounds to inhibit the main protease and spike glycoprotein inhibitory of SARS-CoV-2 was investigated by assessing their mode of binding to the allosteric site of the enzyme using molecular docking.The structures of pyrimidine-linked benzimidazole derivatives synthesized with microwave assistance were confirmed by spectral analysis.Antibacterial and antifungal activities were determined by broth dilution.Results Gram-negative bateria(Escherichia coli and Pseudomonas aeruginosa)were more sensitive than gram-positive bateria(Staphylococcus aureus and Streptococcus pyogenes)to the derivatives.Candida albicans was sensitive to the derivatives at a minimal inhibitory concentration(MIC)of 250μg/mL.The novel derivatives had better binding affinity(kcal/mol)than nelfinavir,lopinavir,ivermectin,remdesivir,and favipiravir,which are under investigation as treatment for SARS-CoV-2 infection.Compounds 2c,2e,and 2g formed four hydrogen bonds with the active cavity of the main protease.Many derivatives had good binding affinity for the RBD of the of SARS-CoV-2 spike glycoprotein with the formation of up to four hydrogen bonds.Conclusion We synthesized novel pyrimidine-linked benzi-midazole derivatives that were potent antimicrobial agents with ability to inhibit the SARS-CoV-2 spike glycoprotein.Understanding the pharmacophore features of the main protease and spike glycoprotein offers much scope for the development of more potent agents.We plan to optimize the properties of the derivatives using models in vivo and in vitro so that they will serve as more effective therapeutic options against bacterial and SARS-CoV-2 infections. 展开更多
关键词 SARS-CoV-2 inhibitor COVID-19 Molecular docking Pyrimidine-benzimidazole Bacteria Antifungal
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2.汉字“扑克”赛
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作者 王春虹 《江西教育(管理版)(A)》 北大核心 1996年第S1期13-13,共1页
2.汉字“扑克”赛王春虹(南昌市北湖小学)[活动要求]1.在游戏中,通过对汉字笔画或偏旁的增减、调换,使学生巩固已学汉字,区分形近字,掌握记忆汉字的方法。2.培养学生思维的灵活性。激发学生的学习兴趣。[活动准备〕每人... 2.汉字“扑克”赛王春虹(南昌市北湖小学)[活动要求]1.在游戏中,通过对汉字笔画或偏旁的增减、调换,使学生巩固已学汉字,区分形近字,掌握记忆汉字的方法。2.培养学生思维的灵活性。激发学生的学习兴趣。[活动准备〕每人准备10张小纸片(半张练习本大小)... 展开更多
关键词 汉字 扑克牌 优胜者 思维的灵活性 教师 南昌市 激发学生的学习兴趣 纸片 汉字笔画 子对抗
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Fault-Tolerant Quantum Dialogue Without Information Leakage Based on Entanglement Swapping between Two Logical Bell States 被引量:1
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作者 叶天语 《Communications in Theoretical Physics》 SCIE CAS CSCD 2015年第4期431-438,共8页
At present, the anti-noise property and the information leakage resistant property are two great concerns for quantum dialogue(QD). In this paper, two anti-noise QD protocols without information leakage are presented ... At present, the anti-noise property and the information leakage resistant property are two great concerns for quantum dialogue(QD). In this paper, two anti-noise QD protocols without information leakage are presented by using the entanglement swapping technology for two logical Bell states. One works well over a collective-dephasing noise channel, while the other takes effect over a collective-rotation noise channel. The negative influence of noise is erased by using logical Bell states as the traveling quantum states. The problem of information leakage is avoided by swapping entanglement between two logical Bell states. In addition, only Bell state measurements are used for decoding, rather than four-qubit joint measurements. 展开更多
关键词 quantum dialogue(QD) information leakage entanglement swapping logical Bell state collective-dephasing noise collective-rotation
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An anti-passivation ink for the preparation of electrodes for use in electrochemical immunoassays
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作者 Qi-qi ZHENG Yuan-chao LU +3 位作者 Zun-zhong YE Jian-feng PING Jian WU Yi-bin YING 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2018年第9期726-734,共9页
p-Nitrophenylphosphate (PNPP) is usually employed as the substrate for enzyme-linked immunosorbent assays, p-Nitrophenol (PNP), the product of PNPP, with the catalyst alkaline phosphatase (ALP), will passivate a... p-Nitrophenylphosphate (PNPP) is usually employed as the substrate for enzyme-linked immunosorbent assays, p-Nitrophenol (PNP), the product of PNPP, with the catalyst alkaline phosphatase (ALP), will passivate an electrode, which limits applications in electrochemical analysis. A novel anti-passivation ink used in the preparation of a graphene/ionic liquid/chitosan composited (rGO/IL/Ghi) electrode is proposed to solve the problem. The anti-passivation electrode was fabricated by directly writing the graphene-ionic liquid-chitosan composite on a single-side conductive gold strip. A glassy carbon electrode, a screen-printed electrode, and a graphene-chitosan composite-modified screen-printed electrode were investigated for comparison. Scanning electron microscopy was used to characterize the surface structure of the four different electrodes and cyclic voltammetry was carried out to compare their performance. The results showed that the rGO/IL/Ghi electrode had the best performance according to its low peak potential and large peak current. Amperometdc responses of the different electrodes to PNP proved that only the rGO/IL/Chi electrode was capable of anti-passivation. The detection of cardiac troponin I was used as a test example for electrochemical immunoassay. Differential pulse voltammetry was performed to detect cardiac troponin I and obtain a calibration curve. The limit of detection was 0.05 ng/ml. 展开更多
关键词 Electrochemical immunoassay Electrode ink Anti-passivation Ionic liquid P-NITROPHENOL
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