发布求助
文献互助 智能选刊 最新文献

2020 22nd International Conference on Advanced Communication Technology (ICACT)最新文献

筛选
英文 中文
Hacking Tool Identification in Penetration Testing 渗透测试中的黑客工具识别
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061401
Da-Yu Kao, Yun-Ya Chen, Fuching Tsai
{"title":"Hacking Tool Identification in Penetration Testing","authors":"Da-Yu Kao, Yun-Ya Chen, Fuching Tsai","doi":"10.23919/ICACT48636.2020.9061401","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061401","url":null,"abstract":"With the rapid development of information technology, cybercrimes are getting increasingly rampant. The popularity of various toolkits facilitates the cyber-attackers to intrude on online systems and access the vast streams of sensitive data. Prevention is better than cure. Penetration testing (PT) not only defends the illegal attacks but also identify potential vulnerabilities. It is capable of distinguishing network traffic on the massive amount of collected data from the following three phases: data reduction, data analysis, and data classification. This paper analyzes the PT network traffic and observes their tool marks.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"415 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122858649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Electricity Theft Detection Using Deep Bidirectional Recurrent Neural Network 基于深度双向递归神经网络的窃电检测
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061565
Zhongtao Chen, De Meng, Yufan Zhang, Tinglin Xin, Ding Xiao
{"title":"Electricity Theft Detection Using Deep Bidirectional Recurrent Neural Network","authors":"Zhongtao Chen, De Meng, Yufan Zhang, Tinglin Xin, Ding Xiao","doi":"10.23919/ICACT48636.2020.9061565","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061565","url":null,"abstract":"Electricity theft causes significant harm to social and economic development. In the past few years, it has attracted much attention that electricity theft detection based on electricity consumption data can help to solve this problem. A major challenge is that there are no explicit features in electricity consumption records. However, the existing machine learning-based detection methods mainly suffer from the following two disadvantages. (1) Handcrafted features and shallow-architecture classifiers have poor detection accuracy. (2) Most methods consider electricity consumption as static and cannot capture both the internal time-series natures and external influence factors well. To overcome the above shortcomings, we propose a novel method called Electricity Theft Detection using Deep Bidirectional Recurrent Neural Network (ETD-DBRNN), which can capture the internal characteristics and the external correlation by learning the electricity consumption records and influence factors representation. Experiments on real-world datasets validate the effectiveness of our method.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123448627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
Implementation of web application based on Augmentative and Alternative Communication (AAC) method for People with Hearing and Speech Impairment 听觉及言语障碍者基于辅助及替代沟通(AAC)方法的web应用程序的实现
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061515
Khasanboy Kodirov, Khusanboy Kodirov, Young Sil Lee
{"title":"Implementation of web application based on Augmentative and Alternative Communication (AAC) method for People with Hearing and Speech Impairment","authors":"Khasanboy Kodirov, Khusanboy Kodirov, Young Sil Lee","doi":"10.23919/ICACT48636.2020.9061515","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061515","url":null,"abstract":"One of the most important things that humans need in their life is communication. Communication helps to spread knowledge, information and different forms of relationships between people. Unfortunately, millions of people around the world are unable to enjoy this blessing. With this in mind, the number of communication devices, applications, systems, strategies and tools that replace or support natural speech is increasing rapidly. This paper describes an AAC software we developed that helps both disabled children and adults to communicate easily with other people especially in office work, school or social gatherings. To use this software, users should input a sentence and it will converted to audio speech using built-in voices for male or female. In addition to that, it can convert voice that received by microphone into text and display it on the screen for deaf people to read.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123553265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
IoT and Modern Marketing: Its Social Implications 物联网与现代营销:其社会影响
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061210
Anooksha Yogesh Rathod, Shubham Pandya, Nishant Doshi
{"title":"IoT and Modern Marketing: Its Social Implications","authors":"Anooksha Yogesh Rathod, Shubham Pandya, Nishant Doshi","doi":"10.23919/ICACT48636.2020.9061210","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061210","url":null,"abstract":"The advent of the Internet of Things and digital marketing has changed the way businesses operate and their interactions with consumers. The digital economy has percolated a wide range of industries and smartphones have ingrained into the consumer's lifestyle. The demand for customized services and goods has increased. However, this leaves the consumers' privacy at stake. Current researches have been conducted on IoT and its security threats, its utility in specific retail space for customer marketing. This kind of research has been limited to certain industries and marketing paradigms. A need to summarize IoT and the marketing potential it offers and the social impact this has on consumer behavior is a research gap we aim to address. The current paper's primary purpose is to reflect upon the concept of marketing 4.0 and the fact that the ever-increasing number of IoT devices are connected and transmitting enormous personal data regularly, to determine a person's personality traits and influence their decisions. Further IoT related ethical marketing strategies are outlined.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128524020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Hybrid Blockchain-based Unification ID in Smart Environment 智能环境下基于混合区块链的统一ID
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061430
Nakhoon Choi, Heeyoul Kim
{"title":"Hybrid Blockchain-based Unification ID in Smart Environment","authors":"Nakhoon Choi, Heeyoul Kim","doi":"10.23919/ICACT48636.2020.9061430","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061430","url":null,"abstract":"Recently, with the increase of smart factories, smart cities, and the 4th industrial revolution, internal user authentication is emerging as an important issue. The existing user authentication and Access Control architecture can use the centralized system to forge access history by the service manager, which can cause problems such as evasion of responsibility and internal corruption. In addition, the user must independently manage the ID or physical authentication medium for authentication of each service, it is difficult to manage the subscribed services. This paper proposes a Hybrid blockchain-based integrated ID model to solve the above problems. The user creates authentication information based on the electronic signature of the Ethereum Account, a public blockchain, and provides authentication to a service provider composed of a Hyperledger Fabric, a private blockchain. The service provider ensures the integrity of the information by recording the Access History and authentication information in the Internal-Ledger. Through the proposed architecture, we can integrate the physical pass or application for user authentication and authorization into one Unification ID. Service providers can prevent non-Repudiation of responsibility by recording their authority and access history in ledger.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127303882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Robust Semantic Segmentation for Street Fashion Photos 街头时尚照片鲁棒语义分割
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061408
Anh H. Dang, W. Kameyama
{"title":"Robust Semantic Segmentation for Street Fashion Photos","authors":"Anh H. Dang, W. Kameyama","doi":"10.23919/ICACT48636.2020.9061408","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061408","url":null,"abstract":"In this paper, we aim to produce the state-of-the-art semantic segmentation for street fashion photos with three contributions. Firstly, we propose a high-performance semantic segmentation network that follows the encoder-decoder structure. Secondly, we propose a guided training process using multiple auxiliary losses. And thirdly, the 2D max-pooling-based scaling operation to produce segmentation feature maps for the aforementioned guided training process. We also propose mIoU+ metric taking noise into account for better evaluation. Evaluations with the ModaNet data set show that the proposed network achieves high benchmark results with less computational cost compared to ever-proposed methods.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116829594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Evasion Attack in Show and Tell Model 展示和讲述模式中的闪避攻击
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061558
Dongseop Lee, Hyunjin Kim, Jaecheol Ryou
{"title":"Evasion Attack in Show and Tell Model","authors":"Dongseop Lee, Hyunjin Kim, Jaecheol Ryou","doi":"10.23919/ICACT48636.2020.9061558","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061558","url":null,"abstract":"Recently, deep learning technology has been applied to various fields with high performance and various services. Image recognition is also used in various fields with high performance by incorporating deep learning technology. However, deep learning technology is vulnerable to evasion attacks that cause the model to be misclassified by modulating the original image. In this paper, we generate an adversarial example using the forward-backward-splitting iterative procedure. Then perform an evasion attack on the show and tell model.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114926707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of software weakness detection of CBMC based on CWE 基于CWE的CBMC软件漏洞检测分析
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061281
Minjae Byun, Yongjun Lee, Jin-Young Choi
{"title":"Analysis of software weakness detection of CBMC based on CWE","authors":"Minjae Byun, Yongjun Lee, Jin-Young Choi","doi":"10.23919/ICACT48636.2020.9061281","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061281","url":null,"abstract":"Model checking is a method of verifying whether a target system satisfies a specific property using mathematical and logical proofs. Model checking tools to verify design (1) require a formal description of the design and (2) there can be discrepancies between the model and actual implementation. To solve these problems, various tools such as CBMC and BLAST that can directly input C codes have been proposed. However, in terms of security, it is difficult to figure out which software weaknesses these tools can verify. In this paper, we matched the properties that CBMC can verify with corresponding CWEs, considering interdependencies of CWEs. We also conducted an experiment using Juliet Test Suite to check CBMC can actually verify the codes including these CWEs.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131099893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Tool Mark Identification of Skype Traffic 工具标记识别Skype流量
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061405
Da-Yu Kao, Fang-Yu Lu, Fuching Tsai
{"title":"Tool Mark Identification of Skype Traffic","authors":"Da-Yu Kao, Fang-Yu Lu, Fuching Tsai","doi":"10.23919/ICACT48636.2020.9061405","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061405","url":null,"abstract":"Law enforcement agencies (LEAs) face a challenging problem to detect the tool marks of Skype traffic. Analyzing digital packets is an essential job in digital forensics. This study collects these packets, traces their routings, analyzes the relevant information, and explores the tool mark identification of Skype packets. It uses experimental data on a personal computer, investigates the characteristics of Skype traffic, and provides a tool mark analysis of network traffic. The study can assist the investigator in identifying the suspect using a Skype communication application to commit the crime.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130614053","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Day-Ahead Electricity Market State-Space Model and Its Power Production, Demand and Price Forecasting Algorithm Using H-infinity Filter 日前电力市场状态空间模型及其基于h∞滤波器的产、需、价预测算法
2020 22nd International Conference on Advanced Communication Technology (ICACT) Pub Date : 2020-02-01 DOI: 10.23919/ICACT48636.2020.9061388
M. Rana, A. Abdelhadi
{"title":"Day-Ahead Electricity Market State-Space Model and Its Power Production, Demand and Price Forecasting Algorithm Using H-infinity Filter","authors":"M. Rana, A. Abdelhadi","doi":"10.23919/ICACT48636.2020.9061388","DOIUrl":"https://doi.org/10.23919/ICACT48636.2020.9061388","url":null,"abstract":"Development of an electricity market model is very important step of forecasting power of generators and client demand. This paper proposes a day-ahead state-space power system model which is obtained by a set of partial differential equations. After simplifications, the 4th order user-friendly state-space power system model is obtained where the measurements are obtained by a set of sensors. Secondly, we proposed an H-infinity based power system states forecasting algorithm where process and measurement noise covariances are not need to know. In each iteration, the residual error between true and forecasted states are minimised lead to an accurate forecasted system states. Numerical simulation illustrates that the proposed scheme can able to forecast the system states within 1–12 seconds.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129123660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
首页 上一页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信