Impact of Memory DoS Attacks on Cloud Applications and Real-Time Detection Schemes

机译：内存DOS攻击对云应用的影响和实时检测方案

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In this poster, we present measurement studies of the impact of memory DoS attacks on different types of cloud-based applications. Based on the observations, we propose a lightweight, responsive Statistical based Detection Scheme (SDS) that can detect such attacks accurately. Our initial evaluation results show that SDS outperforms the state-of-the-art detection scheme up to 2% higher recall, up to 65% higher specificity, and up to 40% shorter detection delay.

机译：在这张海报中，我们展示了记忆DOS攻击对不同类型的基于云应用的影响的测量研究。基于观察，我们提出了一种轻量级，响应统计的基于统计检测方案（SDS），其可以准确地检测此类攻击。我们的初始评估结果表明，SDS优于最先进的检测方案高达2％的召回，特异性高达65％，检测延迟较短至多40％。

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《IEEE International Conference on Distributed Computing Systems》|2020年|1191-1192|共2页
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Zhuozhao Li; Tanmoy Sen; Haiying Shen; Mooi Choo Chuah;
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Conferences; Machine learning; Real-time systems; Delays; Distributed computing;

机译：会议;机器学习;实时系统;延迟;分布式计算;

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专利

1. Real-Time Detection of Application-Layer DDoS Attack Using Time Series Analysis [J] . TongguangNi, XiaoqingGu, HongyuanWang, Journal of control science and engineering . 2013,第2期

机译：使用时间序列分析实时检测应用层DDoS攻击
2. Real-Time Detection of Application-Layer DDoS Attack Using Time Series Analysis [J] . Tongguang Ni, Xiaoqing Gu, Hongyuan Wang, Journal of control science and engineering . 2013,第期

机译：使用时间序列分析实时检测应用层DDoS攻击
3. Flow-based Attack Detection and Defense Scheme against DDoS Attacks in Cluster based Ad Hoc Networks [J] . Deepa, Dr. Kanwalvir Singh Dhindsa, Dr. Bharat Bhushan International Journal of Advanced Networking and Applications . 2019,第4期

机译：基于集群的Ad Hoc网络中基于流的DDoS攻击检测与防御方案
4. A study on the impacts of DoS and DDoS attacks on cloud and mitigation techniques [C] . Awatef Balobaid, Wedad Alawad, Hanan Aljasim 2016 International Conference on Computing, Analytics and Security Trends . 2016

机译：关于DoS和DDoS攻击对云和缓解技术的影响的研究
5. Detection of Distributed Denial of Service (DDOS) Attacks Using Artificial Neural Networks on Cloud [D] . Alzahrani, Sabah. 2018

机译：使用人工神经网络在云上检测分布式拒绝服务（DDOS）攻击
6. Integration scheme of nanoscale resistive switching memory using bottom-up processes at room temperature for high-density memory applications [O] . Un-Bin Han, Jang-Sik Lee -1

机译：室温下使用自底向上工艺的纳米级电阻式开关存储器的集成方案用于高密度存储应用
7. Impact of different cloud deployments on real-time video applications for mobile cloud users [O] . Khan, A, Wang, Q, Luo, C, 2016

机译：不同云部署对移动云用户的实时视频应用的影响
8. Neutron detection and characterization for non-proliferation applications using 3D computer optical memories [Use of 3D optical computer memory for radiation detectors/dosimeters. Final progress report] [R] . 2000

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Impact of Memory DoS Attacks on Cloud Applications and Real-Time Detection Schemes

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