2022 International Conference on Networking and Network Applications (NaNA)最新文献_第10页

Planning Method of PON Based on Traffic Analysis 基于流量分析的PON规划方法

2022 International Conference on Networking and Network Applications (NaNA) Pub Date : 2022-12-01 DOI: 10.1109/NaNA56854.2022.00040

Qi-pei Qian, Hui Li, Yuefeng Ji, Qiang Wu, Yan Shao, Zheng-da Ma

引用次数: 0

A Low-cost Active Defense Mechanism against DDoS Attacks in Streaming Media Scenarios 流媒体场景下DDoS攻击的低成本主动防御机制

2022 International Conference on Networking and Network Applications (NaNA) Pub Date : 2022-12-01 DOI: 10.1109/NaNA56854.2022.00030

Yiting Huang, Shujie Yang, Tengchao Ma, Zhaoyang Liu, Zhongyi Ding, Qingzhao An

{"title":"A Low-cost Active Defense Mechanism against DDoS Attacks in Streaming Media Scenarios","authors":"Yiting Huang, Shujie Yang, Tengchao Ma, Zhaoyang Liu, Zhongyi Ding, Qingzhao An","doi":"10.1109/NaNA56854.2022.00030","DOIUrl":"https://doi.org/10.1109/NaNA56854.2022.00030","url":null,"abstract":"Streaming is the new form of video transmission, and after its development in recent year, streaming video has become popular in our life. Major video websites also widely favor streaming video's immediacy and low consumption characteristics. However, streaming media faces many security threats, such as the most widespread Distributed Denial of Service (DDoS) attacks. The attacker initiates too much traffic by manipulating many bot clients, which can cause the server to overload and stop service. Therefore, this will threaten the security and availability of the server. To defend against DDoS attacks in streaming media, this paper proposes a low-consumption active defense mechanism that allows clients to be assigned to different streaming servers when requesting different video clips. One of the controller assignment algorithms enables clients to be assigned to different streaming servers in a balanced manner. Through simulation and comparison experiments, our proposed defense mechanism can effectively cope with DDoS attacks in streaming scenarios and ensure the security of servers and the viewing quality of users.","PeriodicalId":113743,"journal":{"name":"2022 International Conference on Networking and Network Applications (NaNA)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134110072","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

Comparison of Feature Extraction Techniques for Ambient Sensor-based In-home Activity Recognition 基于环境传感器的家庭活动识别特征提取技术比较

2022 International Conference on Networking and Network Applications (NaNA) Pub Date : 2022-12-01 DOI: 10.1109/NaNA56854.2022.00072

Aiguo Wang, Yue Meng, Liang Zhao, Jinjun Liu, Guilin Chen

引用次数: 0

Network Security Situation Assessment Method Based on Absorbing Markov Chain 基于吸收马尔可夫链的网络安全态势评估方法

2022 International Conference on Networking and Network Applications (NaNA) Pub Date : 2022-12-01 DOI: 10.1109/NaNA56854.2022.00102

Hongbin Gao, Shangxing Wang, Hongbin Zhang, B. Liu, Dongmei Zhao, Z. Liu

引用次数: 1

A secure and anonymous communication scheme based on Internet public service environment 一种基于Internet公共服务环境的安全匿名通信方案

2022 International Conference on Networking and Network Applications (NaNA) Pub Date : 2022-12-01 DOI: 10.1109/NaNA56854.2022.00079

Kaijun Wu, Bo Tian, Xue Wang, Qi Zhao

{"title":"A secure and anonymous communication scheme based on Internet public service environment","authors":"Kaijun Wu, Bo Tian, Xue Wang, Qi Zhao","doi":"10.1109/NaNA56854.2022.00079","DOIUrl":"https://doi.org/10.1109/NaNA56854.2022.00079","url":null,"abstract":"With the continuous expansion of the Internet and the full popularization of intelligent terminal devices, the risk of a large amount of personal privacy data such as identity, location, and preferences being leaked during Internet communication is getting higher and higher. Although the existing cryptographic technologies such as encryption and authentication can realize the security of information content and can effectively prevent attackers from obtaining information illegally, they cannot prevent attackers from obtaining important information such as the location and identity of nodes through eavesdropping and traffic analysis. The secure and anonymous communication technology represented by Tor has always been the focus of researchers. It is essential to realize free and open communication on today's Internet, but it is usually only when large institutions invest huge resources to complete the construction of a secure and anonymous system. This paper proposes a method for constructing a secure and anonymous transmission network based on Internet public services (such as VPS, cloud storage services, P2P networks, etc.), and at the same time, a redundant sharding mechanism is designed to improve the transmission capacity. Then complete the construction of the system prototype by renting a virtual host, and realize the practical ability test of the safe and anonymous system. Provide small-scale and convenient secure and anonymous transmission capabilities in emergencies such as epidemics.","PeriodicalId":113743,"journal":{"name":"2022 International Conference on Networking and Network Applications (NaNA)","volume":"187 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132202575","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

A LSTM Forecasting Model Based on ASSOMA 基于ASSOMA的LSTM预测模型

2022 International Conference on Networking and Network Applications (NaNA) Pub Date : 2022-12-01 DOI: 10.1109/NaNA56854.2022.00091

Xiaofeng Rong, Chang Wang, Zijian Cao

引用次数: 0

Elastic Optimized Edge Federated Learning 弹性优化边缘联邦学习

2022 International Conference on Networking and Network Applications (NaNA) Pub Date : 2022-12-01 DOI: 10.1109/NaNA56854.2022.00056

Khadija Sultana, K. Ahmed, Bruce Gu, Hua Wang

{"title":"Elastic Optimized Edge Federated Learning","authors":"Khadija Sultana, K. Ahmed, Bruce Gu, Hua Wang","doi":"10.1109/NaNA56854.2022.00056","DOIUrl":"https://doi.org/10.1109/NaNA56854.2022.00056","url":null,"abstract":"To fully exploit the enormous data generated by the devices in edge computing, edge federated learning (EFL) is envisioned as a promising solution. The distributed collaborative training in EFL deals with the delay and privacy issues as compared to the traditional model training. However, the existence of straggling devices degrades the model performance. The stragglers are manifested due to the data or system heterogeneity. In this paper, we introduce elastic optimized edge federated learning (FedEN) approach to mitigate the straggling-effect due to the data heterogeneity. This issue can be alleviated by the reinforced device selection by the edge server which can solve device heterogeneity to some extent. But, the statistical heterogeneity remains unsolved. Specifically, we define the problem of stragglers in EFL. Then, we formulate the optimization problem to be solved at the edge devices. We experimented on the MNIST and CIFAR-10 datasets for the proposed model. Simulated experiments demonstrates that the proposed approach improves the training performance. The results confirm the improved performance of FedEN approach over the baselines.","PeriodicalId":113743,"journal":{"name":"2022 International Conference on Networking and Network Applications (NaNA)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125693622","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