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SDN/NFV-Based Moving Target DDoS Defense Mechanism 3rd

SDN/NFV-Based Moving Target DDoS Defense Mechanism

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3rd international conference of Reliable Information and Communication Technology (IRICT)

作者： Liu, Chien-Chang Huang, Bo-Sheng Tseng, Chia-Wei Yang, Yao-Tsung Chou, Li-Der Natl Cent Univ Dept Comp Sci & Informat Engn Taoyuan Taiwan

ISBN: (纸本)9783319990071;9783319990064

The rapid development of internet technology makes the hacker's attack more mature and diversified. One of the most serious security problems is distributed denial of service (DDoS) attack. In order to cope with information security issues, a new form of defensive thinking, moving target defense (MTD), has been proposed. The emergence of new network architecture software defined network (SDN) and network function virtualization (NFV) - has also changed the future of network security schemes. In this paper, an SDN/NFV-based moving target DDoS defense mechanism using multiple fuzzy systems.and a proxy virtual network function (VNF) is proposed to achieve DDoS detection and mitigation. The experimental results show that the proposed mechanism can redirect suspicious traffic and quarantine it, thereby shifting the attack surface.

关键词： distributed denial of service Moving target defense Software defined network Network function virtualization Fuzzy logic

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Survey of Deep Learning Based Object Detection 19

Survey of Deep Learning Based Object Detection

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2nd international conference on Big Data Technologies (ICBDT) / 3rd international conference on Business Information systems.Workshop (ICBIS)

作者： Wang Hechun Zheng Xiaohong Natl Univ Def Technol Sch Comp Natl Lab Parallel & Distributed Proc Changsha 410073 Peoples R China

ISBN: (纸本)9781450371926

The main tasks of computer vision are image classification/location, target detection, target tracking, semantic segmentation and instance *** task of target detection is to output the borders and labels of a single target from the image. Object detection is an important issue in the field of computer vision. It has important research significance and application value in video monitoring, autonomous driving and human-computer interaction. In recent years, deep learning has made a breakthrough in the research of image classification and led to the rapid development of object vision detection. This paper briefly introduces the object detection algorithm based on deep learning. First, the basic process of object detection is introduced, then several current algorithms of object detection are introduced, and finally the future development trend is prospected.

关键词： computer vision deep learning object detection

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Boosted Trees Model with Feature Engineering: An Approach for Post-Click Conversion Rate Prediction 19

Boosted Trees Model with Feature Engineering: An Approach fo...

引用

2nd international conference on Big Data Technologies (ICBDT) / 3rd international conference on Business Information systems.Workshop (ICBIS)

作者： Du, Guanglei Chen, Yang Wang, Xu Natl Univ Def Technol Sci & Technol Parallel & Distributed Lab Changsha Peoples R China

ISBN: (纸本)9781450371926

The post-click conversion rate (CVR) prediction is important for the sponsored search engine. The predicted CVR can guide people on how to choose the advertisements to display, and greatly affects the revenue of the electronic business platform and merchants who pay for the advertisement. In this paper, we describe a new approach to solve the CVR prediction problem in sponsored search. The approach is Boosted Trees Model with Feature Engineering (BTMFE), which incorporates the power of feature engineering as well as the boosted trees. We discuss different issues such as feature importance, feature interaction, historical information fusion and boosted trees algorithm. Finally, we compare BTMFE with other methods and present experimental results on real-world datasets.

关键词： Post-click conversion rate Boosted trees Feature engineering

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An Improved ID3 Classification Algorithm Based on Correlation Function and Weighted Attribute 3

An Improved ID3 Classification Algorithm Based on Correlatio...

引用

3rd international conference on Intelligent systems.and Advanced computing Sciences, ISACS 2019

作者： Es-Sabery, Fatima Hair, Abdellatif LMACS Sultan Moulay Slimane University Faculty of Sciences and Technology Beni MellalB.P.523 Morocco

ISBN: (纸本)9781728148137

ID3 decision tree algorithm is a supervised learning model based on calculating the information gain to select the best splitting attribute, which is the main factor to construct a decision tree. The process of calculating gain takes into consideration only a current condition attribute and decision attribute, and the other condition attributes cannot be used to measure the attribute importance. Because of the above problem, an improved ID3 takes into consideration the connection between the current condition attribute and the other conditions attributes. An experiment is presented to compare our improved algorithm with the traditional ID3 algorithm. Experiment results show that our improved algorithm provides a decision tree with less number of leaves and higher predictive accuracy. © 2019 IEEE.

关键词： Classification (of information)

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Deep Multimodal Network: a multi-signal input neural network for Ad Click Predictions 19

Deep Multimodal Network: a multi-signal input neural network...

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2nd international conference on Big Data Technologies (ICBDT) / 3rd international conference on Business Information systems.Workshop (ICBIS)

作者： Chen, Yang Du, Guanglei Wang, Xu Natl Univ Def Technol Sci & Technol Parallel & Distributed Lab Changsha Peoples R China

ISBN: (纸本)9781450371926

Online advertisement is an important source of revenue for internet companies, so increasing click-through rates (CTR) on ads is crucial. the traditional CTR prediction model only extracts the classification features and numerical features of the advertisement, but ignores the title, description and other text features of the advertisement. However, we know that such information is very important for an advertisement. Therefore, we propose a deep multimodal network (DMN) to solve this problem. on the basis of the traditional deep model, DMN add the text features of cyclic neural network learning, so as to improve the performance of the model. we also did a lot of visual data analysis on the dataset, Finally, we conducted a comparative experiment on the real-world dataset.

关键词： Multimodal Deep learning CTR

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Design and implementation of an industrial gateway: Bridging sensor networks into IoT 3

Design and implementation of an industrial gateway: Bridging...

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3rd international conference on Electronics and Communication and Aerospace Technology, ICECA 2019

作者： Khandelwal, Aditi Agrawal, Ishita Malaserene, I. Ganesh, S. Sankar Karothia, Rajeev School of Electronics Engineering Vellore Institute of Technology Vellore T. N India RD Department Scientech Technologies Pvt Ltd Vellore Institute of Technology Vellore T. N India

ISBN: (纸本)9781728101675

IoT gateway acts as a connection between two different networks namely the sensor network and the traditional network which is why its role and significance is of much importance. The paper will aim to configure smart gateway systems.with increased flexibility of configuration which can adapt to different application requirements such as in [5], [7] and [8]. It would also provide techniques to improve the overall functioning of the system by reducing the development cycle, costs, and difficulty and also provide more ease in new applications to be *** exponential rise in demand of internet of things (IoT) [9][10][12] , a surge in utilization of ubiquitous connectivity to combine different types of networks, which can be an ad-hoc network along with Zigbee, cable, wireless LAN and so on[3] [4] There are many standard programs where the need of a smart gateway has been realized to increase the data rate, support end-to-end connectivity for applications like intelligent transportation, medical support, environmental monitoring, smart home, industry control etc. where the utilization of bandwidth of multi-hop networks is higher amongst the heterogeneous networks. This project proposes a singular easy to configure smart IoT gateway which comprises of three important advantages. Firstly, it has uniform user interface which is suitable for pliable software development. Secondly, the gateway consist of detachable architecture, where there can be customization for devices with extraordinary communication [8] methods and can also be attached in accordance with various network systems. Lastly, it provides flexibility by translating protocols to end number of sensor data accurately into a homogenous format which is better in comparison to earlier research. [1] The gateway provides enhanced flexibility, adaptability, and efficient cost cutting. The paper includes a scrupulous analysis of the data which would be acquired through multiple sensors and processes it in accord

关键词： Internet of things

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Factors that Impact Blockchain Scalability 19

Factors that Impact Blockchain Scalability

引用

proceedings of the 11th international conference on Management of Digital Ecosystems

作者： Peter W. Eklund Roman Beck Cyber Security Research and Innovation Centre (CSRI) Deakin University Geelong Australia European Blockchain Center IT University of Copenhagen Copenhagen Denmark

ISBN: (纸本)9781450362382

Blockchain systems.(more precisely distributed Ledger Technologies (DLTs)) represent a different digital ecosystem compared with traditional computer systems. One major difference are the performance and scalability factors which will be discussed and analytically investigated in this paper. In doing so, we provide guidance for defining a research agenda focusing on the investigation of the crucial role of scalability for blockchain systems. System performance -- measured in terms of (1) consensus response time (blockchain network latency or time to convergence/agreement); (2) number of transactions per second or throughput, and (3) computing (and power) resources consumed -- can be understood by considering the design dimensions of a blockchain system, namely: (i) the type of blockchain system needed from a requirements perspective which in turn determines; (ii) the complexity of the consensus protocol used; (iii) the topography of the traffic flow on the network; (iv) the performance and complexity of the domain-specific language that implements smart contracts; and (v) by the anticipated growth in size and complexity of the distributed ledger itself.

关键词： distributed network scalability blockchain survey of system performance distributed ledger

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Notice of Violation of IEEE Publication Principles: AQUACHAIN -Water Supply-Chain management using distributed Ledger Technology

Notice of Violation of IEEE Publication Principles: AQUACHAI...

引用

international conference on Computer and Communications Technologies (ICCCT)

作者： NIBI MAOURIYAN A.G. ACHUDH KRISHNA Valliammai Engineering College Kattankulathur INDIA VISTAS( Vels Institute of science technology & advanced studies) CHENNAI INDIA

Notice of Violation of IEEE Publication Principles "AQUACHAIN -Water Supply-Chain Management using distributed Ledger Technology" by Nibi Maouriyan, A.G. Achudh Krishna in the proceedings of the 3rd international conference on computing and Communications Technologies (ICCCT), 2019, pp. 204-207 After careful and considered review of the content and authorship of this paper by a duly constituted expert committee, this paper has been found to be in violation of IEEE’s Publication Principles. This paper is a duplication of the original text from the paper cited below. The original text was copied without attribution (including appropriate references to the original author(s) and/or paper title) and without permission. Due to the nature of this violation, reasonable effort should be made to remove all past references to this paper, and future references should be made to the following article: "Blockchain-based Traceability in Agri-Food Supply Chain Management: A Practical Implementation" by Miguel Pincheira Caro, Muhammad Salek Ali, Massimo Vecchio, Raffaele Giaffreda in the proceedings of the IoT Vertical and Topical Summit on Agriculture - Tuscany (IOT Tuscany), 2018 Water shortage is fast becoming one of the biggest crises of this century. The recent, exponential rise in adoption of the most disparate Internet of Things (IoT) devices and technologies has reached also Water supply chains, drumming up substantial research and innovation interest towards developing reliable, auditable and transparent traceability systems. Current IoT-based traceability and provenance systems.for water supply chains are built on top of centralized infrastructures and this leaves room for unsolved issues and major concerns, including data integrity, tampering and single points of failure. Blockchains, the distributed ledger technology underpinning cryptocurrencies such as Bitcoin, represent a new and innovative technological approach to realizing decentralized trustless systems. This wil

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ACM international conference Proceeding Series

ACM International Conference Proceeding Series

引用

3rd ACM SIGCOMM Asia-Pacific Workshop on Networking, APNet 2019

ISBN: (纸本)9781450376358

The proceedings contain 14 papers. The topics discussed include: DTP: deadline-aware transport protocol;DDT: mitigating the competitiveness difference of data center TCPs;TMC: pay-as-you-go distributed communication;rethinking transport layer design for distributed machine learning;rethinking network policy coordination: a database perspective;FlexGate: high-performance heterogeneous gateway in data centers;ether: providing both interactive service and fairness in multi-tenant datacenters;towards stateless RNIC for data center networks;on the impact of cluster configuration on roce application design;and toward scalable replication systems.with predictable tails using programmable data planes.

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Design of Low-Power 3-Bit CMOS Flash ADC for Aerospace Applications 3rd

Design of Low-Power 3-Bit CMOS Flash ADC for Aerospace Appli...

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3rd international conference on Microelectronics, computing and Communication systems.(MCCS)

作者： Nidhi, N. Kumari, M. Prasad, D. Pandey, A. Solanki, S. S. Kumar, A. Thakur, K. K. Nath, V. Birla Inst Technol Dept ECE Ranchi Jharkhand India ARTTC BSNL Hazaribag Rd Ranchi Jharkhand India

ISBN: (纸本)9789811370915;9789811370908

CMOS Flash ADC is an important device of modern electronics and useful for aerospace applications. It is also frequently used in many other applications such as satellite communications, wireless communication, medical, education, and transportation, etc. Amongst all types of ADC available in market, flash ADC is the fastest ADC. In this paper, a low-power 3-bit flash ADC has been designed and verified. Flash ADC is a power-hungry device, it means the power consumptions is very high and it is a major issue of this device. So, here, a new technique is applied to reduce the power consumption so that it can utilize durable applications with high speed. This ADC rail-to-rail supply voltage is +/- 1 V. The circuit is designed and simulated using Cadence analog and digital system design tools with 90 nm CMOS technology.

关键词： ADC Comparator CMOS (Complementary metal-oxide-semiconductor field effect transistor) Multiplexer

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