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Modification of Chitosan Using Glycidyl Methacrylate-grafted Cellulose (GMAgCell/ Chi) for Methylene Blue Adsorption 甲基丙烯酸缩水甘油酯接枝纤维素(GMAgCell/ Chi)改性壳聚糖对亚甲基蓝的吸附
Pub Date : 2023-10-26 DOI: 10.33640/2405-609x.3322
Haya Fathana, Rahmi Rahmi, Muhammad Adlim, Surya Lubis
In this study, a glycidyl methacrylate-grafted cellulose/chitosan (GMA-g-Cell/Chi) film was successfully prepared and characterized. GMA-g-Cell was obtained from the grafting process of cellulose derived from sugarcane bagasse using glycidyl methacrylate (GMA). The cellulose grafting process was obtained using 20% GMA for 4 hours at 60oC. The percentage of grafting (PG) and grafting efficiency (GE) values for these parameters were 516 and 60.28%, respectively. Chitosan was modified with GMA-g-Cell and has higher adsorption capacity and tensile strength than chitosan. The adsorption kinetics tend to follow the pseudo-first-order adsorption kinetics model, with Qe and k1 being 7 mg/g and 0.067 g/mg. minute. The maximum adsorption capacity (Qmax) as a consequence was 182.37 mg/g. Thermodynamic data showed that the methylene blue adsorption process occurred physically and spontaneously.
本研究成功制备了甲基丙烯酸缩水甘油酯接枝纤维素/壳聚糖(GMA-g-Cell/Chi)薄膜,并对其进行了表征。采用甲基丙烯酸缩水甘油酯(GMA)接枝甘蔗甘蔗渣纤维素,制备了GMA-g细胞。用20% GMA在60℃下接枝4小时,得到了纤维素的接枝过程。接枝率(PG)和接枝效率(GE)分别为516%和60.28%。用GMA-g-Cell对壳聚糖进行改性,使其具有比壳聚糖更高的吸附能力和抗拉强度。吸附动力学服从准一级吸附动力学模型,Qe和k1分别为7 mg/g和0.067 g/mg。分钟。最大吸附量(Qmax)为182.37 mg/g。热力学数据表明,亚甲基蓝吸附过程是物理自发发生的。
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引用次数: 0
Fortifying IoT against crimpling cyber-attacks: a systematic review 加强物联网抵御网络攻击:系统回顾
Pub Date : 2023-10-14 DOI: 10.33640/2405-609x.3329
Usman Tariq, Irfan Ahmed, Muhammad Attique Khan, Ali Kashif Bashir
The rapid growth and increasing demand for Internet of Things (IoT) devices in our everyday lives create exciting opportunities for human involvement, data integration, and seamless automation. This fully interconnected ecosystem considerably impacts crucial aspects of our lives, such as transportation, healthcare, energy management, and urban infrastructure. However, alongside the immense benefits, the widespread adoption of IoT also brings a complex web of security threats that can influence society, policy, and infrastructure conditions. IoT devices are particularly vulnerable to security violations, and industrial routines face potentially damaging vulnerabilities. To ensure a trustworthy and robust security framework, it is crucial to tackle the diverse challenges involved. This survey paper aims to aid researchers by categorizing attacks and vulnerabilities based on their targets. It provides a detailed analysis of attack methods and proposes effective countermeasures for each attack category. The paper also highlights case studies of critical IoT applications, showcasing security solutions. In addition to traditional cryptographic approaches, this work explores emerging technologies like Quantum Crypto Physical Unclonable Functions (QC-PUFs) and blockchain, discussing their pros and cons in securing IoT environments. The research identifies and examines attacks, vulnerabilities, and security measures and endeavors to impact the overall understanding of IoT security. The insights and findings presented here will serve as a valuable resource for researchers, guiding the development of resilient security mechanisms to ensure the trustworthy and safe operation of IoT ecosystems.
在我们的日常生活中,物联网(IoT)设备的快速增长和需求不断增加,为人类参与、数据集成和无缝自动化创造了令人兴奋的机会。这种完全互联的生态系统极大地影响了我们生活的关键方面,如交通、医疗、能源管理和城市基础设施。然而,除了巨大的好处之外,物联网的广泛采用也带来了复杂的安全威胁网络,这些威胁可能会影响社会、政策和基础设施条件。物联网设备特别容易受到安全违规的影响,工业惯例也面临着潜在的破坏性漏洞。为确保建立一个值得信赖和健全的安全框架,应对涉及的各种挑战至关重要。这篇调查论文的目的是帮助研究人员根据他们的目标对攻击和漏洞进行分类。对攻击方式进行了详细的分析,并针对每种攻击类型提出了有效的应对措施。本文还重点介绍了关键物联网应用的案例研究,展示了安全解决方案。除了传统的密码学方法外,这项工作还探讨了量子加密物理不可克隆功能(qc - puf)和区块链等新兴技术,讨论了它们在保护物联网环境中的利弊。该研究识别并检查了攻击、漏洞和安全措施,并努力影响对物联网安全的整体理解。本文提出的见解和发现将成为研究人员的宝贵资源,指导弹性安全机制的发展,以确保物联网生态系统的可靠和安全运行。
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引用次数: 0
Smart Service Function Chain System for Dynamic Traffic Steering using Reinforcement Learning (CHRL) 基于强化学习的动态交通导向智能业务功能链系统
Pub Date : 2023-10-14 DOI: 10.33640/2405-609x.3326
Ahmed Nadhum, Ahmed Al-Saadi
The rapid development of the Internet and network services coupled with the growth of communication infrastructure necessitates the employment of intelligent systems. The complexity of the network is heightened by these systems, as they offer diverse services contingent on traffic type, user needs, and security considerations. In this context, a service function chain offers a toolkit to facilitate the management of intricate network systems. However, various traffic types require dynamic adaptation in the sets of function chains. The problem of optimizing the order of service functions in the chain must be solved using the proposed approach, along with balancing the network load and enhancement of net-work security. In addition, the delay issue must be resolved by selecting an optimal path to establish a connection. The proposed system provides a set of intelligent function chains that can adaptively optimize the network performance while considering dynamic traffic demands using SDNs and Q-learning. The proposed system can significantly improve the overall efficiency, scalability, and adaptability of the network while also providing a better quality of service to end-users. Compared with traditional software-defined networks, the simulation results of the proposed system showed an improvement in throughput of up to 76%, accompanied by a reduction in the level of link congestion. The results also exhibit an improvement of up to 54% compared with state-of-the-art load balancing. In particular, in terms of the FTP performance, our proposed system outperforms existing approaches by up to 20%.
互联网和网络服务的快速发展以及通信基础设施的增长要求采用智能系统。这些系统增加了网络的复杂性,因为它们根据流量类型、用户需求和安全考虑提供不同的服务。在这种情况下,业务功能链提供了一个工具包,可以方便地管理复杂的网络系统。但是,不同的流量类型需要在功能链集中进行动态适应。该方法必须解决链中业务功能顺序的优化问题,同时平衡网络负载,增强网络安全性。此外,延迟问题必须通过选择最优路径来建立连接来解决。该系统提供了一组智能功能链,可以在考虑动态流量需求的同时,利用sdn和Q-learning自适应优化网络性能。该系统可以显著提高网络的整体效率、可扩展性和适应性,同时为最终用户提供更好的服务质量。与传统的软件定义网络相比,仿真结果表明,该系统的吞吐量提高了76%,同时链路拥塞水平也有所降低。与最先进的负载平衡相比,结果还显示出高达54%的改进。特别是,就FTP性能而言,我们提出的系统比现有方法的性能高出20%。
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引用次数: 0
New Quantum Genetic Algorithm Based on Constrained Quantum Optimization 基于约束量子优化的新量子遗传算法
Pub Date : 2023-10-14 DOI: 10.33640/2405-609x.3325
Mohammed R. Almasaoodi, Abdulbasit M. A. Sabaawi, Sara El Gaily, Sándor Imre
In the past decades, many quantum algorithms have been developed. The main obstacle that prevents the widespread implementation of these algorithms is the small size of the available quantum computer in terms of qubits. Blind Quantum Computation (BQC) holds the promise of handling this issue by delegating computation to quantum remote devices. Here, we introduce a novel Constrained Quantum Genetic Algorithm (CQGA) that selects the optimum extreme (minimum or maximum) value of a constrained goal function (or a vast unsorted database) with very low computational complexity. Since the convergence speed to the optimal solution for the Constrained Classical Genetic Algorithm (CCGA) is highly dependent on the level of quality of the initially selected potential solutions, the CCGA's heuristic initialization stage is replaced by a quantum one. This is achieved by exploiting the strengths of the Constrained Quantum Optimization Algorithm (CQOA) and the BQC. The proposed CQGA is applied as an embedded computational infrastructure for the uplink multi-cell massive MIMO system. The algorithm maximizes the energy efficiency (EE) of the uplink massive MIMO while considering different users target bit rate classes. Simulation results show that the suggested CQGA maximizes energy efficiency through careful computation of the optimal transmit power for each active user using fewer computational steps than the CCGA. We demonstrated that when the overall transmit power set or the overall number of active users increases, the CQGA keeps executing a smaller number of generation steps compared to the CCGA. For instance, if we consider a scenario where the overall number of active users () is set to 18, the CQGA finds the optimal solution with a smaller number of generation steps equal to 6, while the CCGA takes a larger number of generation steps, reaching 65.
在过去的几十年里,许多量子算法被开发出来。阻碍这些算法广泛实施的主要障碍是可用量子计算机在量子位方面的小尺寸。盲量子计算(BQC)有望通过将计算委托给量子远程设备来处理这个问题。在这里,我们介绍了一种新的约束量子遗传算法(CQGA),它以非常低的计算复杂度选择约束目标函数(或庞大的未排序数据库)的最优极值(最小或最大值)。由于约束经典遗传算法(CCGA)的最优解的收敛速度高度依赖于初始选择的潜在解的质量水平,因此CCGA的启发式初始化阶段被量子初始化阶段所取代。这是利用约束量子优化算法(CQOA)和BQC的优势来实现的。提出的CQGA作为一种嵌入式计算基础架构应用于上行多小区大规模MIMO系统。该算法在考虑不同用户目标比特率等级的情况下,最大限度地提高了上行海量MIMO的能量效率。仿真结果表明,该算法通过对每个活跃用户的最优发射功率进行细致的计算,以比CCGA更少的计算步骤实现了能量效率的最大化。我们证明,当总体发射功率集或总体活跃用户数增加时,CQGA执行的生成步数比CCGA少。例如,如果我们考虑一个场景,其中活动用户总数()被设置为18,CQGA找到的最优解决方案的生成步数较小,等于6,而CCGA需要的生成步数较大,达到65。
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引用次数: 1
CyberVandalism Detection in Wikipedia Using Light Architecture of 1D-CNN 基于1D-CNN轻架构的维基百科网络破坏检测
Pub Date : 2023-10-10 DOI: 10.33640/2405-609x.3321
Azha Talal Mohammed Ali, Huda Hallawi, Noor D. Al-Shakarchy
The rapid expansion of human-software-agent interaction has come with new issues. Accordingly, different engage-ments are necessary to adapt to changing human needs in dynamic socio-technical systems. Generally, cybervandalism is the act of leaving any negative impact on any piece of writing in an attempt to modify it. In Wikipedia, vandalism is any attempt to modify an article in a way that negatively affects the article's quality. Recently, several automatic detec-tion techniques and related features have been developed to address this issue. This work introduces a deep learning model with a new and light architecture to detect vandalism in Wikipedia articles. The proposed model employs a one-dimensional convolutional neural network architecture (1D CNN) that can determine the type of modification in Wikipedia articles based on two main stages: the feature extraction stage and the vandalism detection stage, preceded by the data-resampling step, which is used to address class imbalance issues in the dataset. Features are extracted from edits and their associated metadata, as well as new features (reviewers' trust), and then only the salient features are adopted to make a decision about the article; regular or vandalism can contribute to improving the accuracy of predic-tion. The experiments were conducted on a benchmark dataset, the PAN-WVC-2010 corpus, taken from a vandalism detection competition hosted at the CLEF conference. The proposed system, with the new features added, has achieved an accuracy of 100%.
人-软件-代理交互的快速扩展带来了新的问题。因此,不同的参与是必要的,以适应动态社会技术系统中不断变化的人类需求。一般来说,网络破坏行为是在任何一篇文章上留下负面影响并试图修改它的行为。在维基百科中,故意破坏行为是指任何试图以一种负面影响文章质量的方式修改文章的行为。最近,一些自动检测技术和相关功能已经被开发出来来解决这个问题。这项工作引入了一个具有新的轻量级架构的深度学习模型来检测维基百科文章中的破坏行为。该模型采用一维卷积神经网络架构(1D CNN),可以根据两个主要阶段确定维基百科文章中的修改类型:特征提取阶段和破坏检测阶段,然后是数据重采样步骤,用于解决数据集中的类不平衡问题。从编辑及其相关元数据中提取特征,以及新特征(审稿人的信任),然后仅采用显著特征来对文章做出决定;定期或故意破坏有助于提高预测的准确性。实验是在一个基准数据集PAN-WVC-2010语料库上进行的,该语料库取自CLEF会议主办的破坏检测竞赛。该系统添加了新的特征,达到了100%的准确率。
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引用次数: 0
Estimation of water quality of Dikhu River of Nagaland through a combination of water quality index and principal component analysis techniques. 基于水质指标与主成分分析相结合的那加兰迪湖河水质评价
Pub Date : 2023-10-10 DOI: 10.33640/2405-609x.3323
Lanuyanger Longchar, Wati Temjen, Khikeya Semy, Wati Lemla
Monitoring the physico-chemical attributes of water is essential for determining water quality. The present study explores the effect of various anthropogenic factors on the quality of Dikhu River, Nagaland. Water samples from three sampling stations were compared against three standards: Indian Council of Medical Research, Bureau of Indian Standards, and World Health Organization. Although all parameters were within the permissible limits, the Water Quality Index categorized all sites during the rainy season as "poor quality", highlighting anthropogenic impacts. A principal component analysis created a Minimum Data Set (MDS) explaining 100%, 93.27%, and 96.26% of the total variance for the three sites. The MDS creation will enable sustainable, rapid, and cost-effective monitoring of the Dikhu River.
监测水的物理化学性质是确定水质的必要条件。本研究探讨了各种人为因素对那加兰邦迪库河水质的影响。来自三个采样站的水样与三个标准进行了比较:印度医学研究委员会、印度标准局和世界卫生组织。虽然所有参数都在允许范围内,但水质指数将雨季所有地点列为“水质差”,突出了人为影响。主成分分析创建了最小数据集(MDS),解释了三个站点的总方差的100%,93.27%和96.26%。MDS的建立将实现对迪库河的可持续、快速和具有成本效益的监测。
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引用次数: 0
Optical, Structural, and Electrochemical Properties of P3HT:Y6 Photoactive Layer for Organic Photovoltaics 有机光伏用P3HT:Y6光活性层的光学、结构和电化学性质
Pub Date : 2023-10-10 DOI: 10.33640/2405-609x.3328
Hassan Tarikhum B., Furqan Almyahi, Basil Ali
Recently, organic photovoltaics (OPV) have emerged as a promising technology for environmentally friendly energy production. Achieving high performance in OPV requires the discovery of novel compounds. This article aims to study the optical, structural, electrochemical, and electrical properties of a P3HT:Y6 blend. The UV-visible spectra of the blend provided insight into how composition affects the optoelectronic properties of OPV devices. The optimised P3HT:Y6 ratio (0.6:1) resulted in the largest redshift and the highest absorption intensity. Raman and X-ray diffraction tests showed low aggregation and low crystallinity of the polymer P3HT as Y6 content increased. In the OPV devices, the best performance was recorded at a 0.6:1 ratio, with an effi-ciency of 2.84%.
近年来,有机光伏发电(OPV)已成为一种很有前途的环保能源生产技术。实现高性能的OPV需要发现新的化合物。本文旨在研究P3HT:Y6共混物的光学、结构、电化学和电学性能。混合物的紫外可见光谱提供了对成分如何影响OPV器件光电性能的深入了解。优化后的P3HT:Y6比(0.6:1)可获得最大的红移和最高的吸收强度。拉曼和x射线衍射测试表明,随着Y6含量的增加,聚合物P3HT的聚集性降低,结晶度降低。在OPV器件中,在0.6:1的比例下性能最佳,效率为2.84%。
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引用次数: 0
Dyadosphere Space-Time of a Charged Black Hole in the Rainbow Gravity and Energy Distribution 彩虹中带电黑洞的异球时空引力与能量分布
Pub Date : 2023-10-10 DOI: 10.33640/2405-609x.3327
Oktay Aydogdu, Mustafa Salti
One is prompted to examine an energy-dependent space-time with significant distortion of standard general relativity through a breach of the Lorentz invariance in high-energy quantum gravity. The present study explores how the energy of a test particle influences the energy density of a charged black hole in the framework of rainbow gravity. In this context, the focus is on investigating the dyadosphere of the black hole, where the space-time fabric is influenced by the energy of the test particle. We also employ graphical analysis to visually illustrate the variations in the black hole’s energy density defined within the framework of the quantum gravity perspective.
在高能量子引力中,通过对洛伦兹不变性的破坏,人们被提示要检查一个具有明显扭曲标准广义相对论的能量依赖时空。本研究探讨了在彩虹引力框架下,测试粒子的能量如何影响带电黑洞的能量密度。在这种情况下,重点是研究黑洞的微球,其中时空结构受到测试粒子能量的影响。我们还采用图形分析来直观地说明在量子引力视角框架内定义的黑洞能量密度的变化。
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引用次数: 0
Recent advances in CRISPR/Cas9-assisted gene therapy CRISPR/ cas9辅助基因治疗的最新进展
Pub Date : 2023-10-10 DOI: 10.33640/2405-609x.3330
Apeksha Srivastava, Shikha Chauhan, Vishal Ahuja
CRISPR/Cas9 (Clustered regularly interspaced short palindromic repeats) is an exponentially growing tool with wide-spread applications in therapeutics like gene modifications that focus on altering the hereditary material to repair or eliminate any defective gene-causing diseases like cancer, AIDS (Acquired immunodeficiency syndrome), etc. It also includes the identification of the target sequence with the help of sgRNA followed by the substitution of a malfunction-ing gene with a normal version. It offers high efficiency, specificity, and post-gene-editing efficacy, but have also some off-target impressions, and immunogenic effects. The contribution of CRISPR/Cas9 has already been proved primarily in in-vitro studies using animal germ cell lines but translation in in-vivo models is still not much supported due to ethi-cal considerations. The recent advances include studies and clinical trials focusing on the treatment of various diseases of genetic origin. For instance, CRISPR gene knock-in technique was applied for in-vivo Leber Congenital Amaurosis 10 treatment, where CRISPR components were delivered via sub-retinal injection to correct the mutation in CE9290. The current paper recapitulates the capability of CRISPR/Cas9 in in-vivo gene therapy for various disorders like cancer, AIDS, sickle cell disease and the most recent COVID-19. The insights presented herein are poised to contribute signifi-cantly to the advancement of the field, fostering a deeper understanding of CRISPR/Cas9 technology and accelerating its clinical transition. Ultimately, this review paper serves as a valuable resource for researchers, clinicians, and policy-makers invested in the continued evolution of gene therapy and responsible utilization of CRISPR/Cas9 for human welfare
CRISPR/Cas9(聚集规律间隔短回语重复序列)是一种指数增长的工具,广泛应用于基因修饰等治疗领域,其重点是改变遗传物质,以修复或消除任何有缺陷的基因引起的疾病,如癌症、艾滋病(获得性免疫缺陷综合征)等。它还包括在sgRNA的帮助下鉴定靶序列,然后用正常版本替换故障基因。它具有高效率、特异性和基因编辑后的功效,但也有一些脱靶印象和免疫原性作用。CRISPR/Cas9的贡献已经主要在使用动物生殖细胞系的体外研究中得到证实,但由于伦理考虑,在体内模型中的翻译仍然不太支持。最近的进展包括研究和临床试验,重点是治疗各种遗传疾病。例如,CRISPR基因敲入技术被应用于体内Leber先天性黑朦10治疗,其中通过视网膜下注射传递CRISPR成分以纠正CE9290的突变。这篇论文概述了CRISPR/Cas9在体内基因治疗各种疾病的能力,如癌症、艾滋病、镰状细胞病和最近的COVID-19。本文提出的见解将为该领域的进步做出重大贡献,促进对CRISPR/Cas9技术的更深入理解,并加速其临床过渡。最终,这篇综述论文为研究人员、临床医生和政策制定者提供了宝贵的资源,他们致力于基因治疗的持续发展和对CRISPR/Cas9的负责任利用,以造福人类
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引用次数: 0
GaxIn2-xO3 surface pyramids interaction with formaldehyde: thermodynamic and sensing analysis GaxIn2-xO3表面金字塔与甲醛的相互作用:热力学和传感分析
Pub Date : 2023-10-05 DOI: 10.33640/2405-609x.3324
Mudar Ahmed Abdulsattar
GaxIn2-xO3 surface pyramids' electronic structures are investigated using density functional theory, including dispersion corrections. Application of GaxIn2-xO3 surface pyramids as a gas sensor for formaldehyde is also performed and compared with experimental findings. These findings show that the energy gap of these pyramids follows closely with the bulk values. The energy gap increases between the two limits, In2O3 and Ga2O3. Applying GaxIn2-xO3 surface pyramids as a gas sensor uses transition state theory formalism. Thermodynamic quantities such as activation Gibbs energy, enthalpy, and entropy are needed for temperature-dependent calculations. A comparison of sensor response which is proportional to reaction rate as a function of temperature and formaldehyde concentration, reveals the quality of the theory. Response time and recovery time also show good agreement with the experiment. Formaldehyde burning (flash point and autoignition) in atmospheric oxygen is considered in calculations using a logistic function.
利用密度泛函理论研究了GaxIn2-xO3表面金字塔的电子结构,包括色散校正。本文还研究了GaxIn2-xO3表面金字塔作为甲醛气体传感器的应用,并与实验结果进行了比较。这些发现表明,这些金字塔的能隙与体积值密切相关。在In2O3和Ga2O3两个极限之间的能隙增大。将GaxIn2-xO3表面金字塔作为气体传感器采用过渡态理论形式。热力学量,如活化能吉布斯,焓和熵是需要的温度依赖的计算。与反应速率作为温度和甲醛浓度的函数成正比的传感器响应的比较,揭示了理论的质量。响应时间和恢复时间也与实验结果吻合较好。甲醛燃烧(闪点和自燃)在大气中的氧气是考虑在计算中使用逻辑函数。
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引用次数: 1
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Karbala International Journal of Modern Science
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