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IoT Cameras and DVRs as DDoS Reflectors: Pros and Cons from Hacker’s Perspective 物联网摄像头和dvr作为DDoS反射器:从黑客的角度来看利弊
Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00035
N. Vlajic, Daiwei Zhou, Jonathan Tung
The Mirai attacks of 2016 have shown the devastating DDoS potential of compromised IoT devices (primarily IoT cameras and DVRs), when nearly half a million of these devices were used to launch some of the largest and most devastating DDoS attacks recorded to date. One would hope that a full year later, the users and administrators of Internet-facing IoT devices have taken at least the basic measures towards reducing the likelihood that their devices get recruited as facilitators/executors of direct or reflected DDoS attacks. Unfortunately, the results of our recent study involving real-world IoT cameras and DVRs are rather discouraging as they show that: 1) with the existence of publicly accessible IoT search engines, such as Shodan, it has become easier than ever for hacker to discover and compromise IoT devices, of any kind and anywhere in the world, and 2) a significant number of these devices are inadequately protected against TCP-SYN floods and DDoS reflection - either by means of firewalls or at the OS-level. The aim of this article is to serve as a wake-up call to the users and administrators of Internet-facing IoT devices, and alert to the need to better protect these devices form being coopted by hackers for purposes of DDoS attacks.
2016年的Mirai攻击表明,受到攻击的物联网设备(主要是物联网摄像头和dvr)具有毁灭性的DDoS攻击潜力,当时有近50万台这些设备被用来发起迄今为止规模最大、最具破坏性的DDoS攻击。人们希望一年后,面向互联网的物联网设备的用户和管理员至少已经采取了基本措施,以减少他们的设备被招募为直接或反射DDoS攻击的促进者/执行者的可能性。不幸的是,我们最近的研究结果涉及现实世界的物联网摄像头和dvr是相当令人沮丧,因为它们表明:1)公开存在的物联网搜索引擎,比如Shodan,它已经成为黑客的比以往更容易发现和妥协物联网设备,任何形式的和在世界任何地方,2)大量的这些设备对tcp syn洪水和DDoS保护不当的反射,通过防火墙或操作系统。本文的目的是为面向互联网的物联网设备的用户和管理员敲响警钟,提醒他们需要更好地保护这些设备,防止黑客利用这些设备进行DDoS攻击。
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引用次数: 2
A Reconfigurable SoC for SoftCast Wireless Video Transmission 用于软投无线视频传输的可重构SoC
Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00029
Fengxiang Gao, Haoqi Gao, Jun Wu
Traditional wireless video transmission scheme faces a cliff-edge effect, a rapid decline in signal quality, when dealing with mobile and broadcast scenarios, which is unaccepted in industrial network. SoftCast is a novel solution which can overcome the cliff-edge effect. In order to solve the traditional wireless video transmission scheme's weakness and meet the terminals' demands. We use a DSP with independent property rights and dedicated hardware accelerators to implement a reconfigurable SoC for SoftCast video transmission solution named Reconfigurable SoftCast SoC (RSS).
传统的无线视频传输方案在处理移动和广播场景时面临着信号质量迅速下降的悬崖效应,这在工业网络中是不可接受的。软播是一种新的解决方案,可以克服悬崖边效应。为了解决传统无线视频传输方案的不足,满足终端的需求。我们使用具有独立产权的DSP和专用硬件加速器实现了一个可重构的软cast视频传输解决方案,称为可重构软cast SoC (RSS)。
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引用次数: 4
[Copyright notice] (版权)
Pub Date : 2018-10-01 DOI: 10.1109/icii.2018.00003
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引用次数: 0
Unified Scheduling for Predictable Communication Reliability in Industrial Cellular Networks 工业蜂窝网络中可预测通信可靠性的统一调度
Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00022
Yuwei Xie, Hongwei Zhang, Pengfei Ren
Cellular networks with D2D links are increasingly being explored for mission-critical applications, and it is critical to control interference among concurrent transmissions in a predictable manner to ensure the required communication reliability. To this end, we propose a Unified Cellular Scheduling (UCS) framework that, based on the Physical-Ratio-K (PRK) interference model, schedules uplink, downlink, and D2D transmissions in a unified manner to ensure predictable communication reliability while maximizing channel spatial reuse. UCS also provides a simple, effective approach to mode selection that maximizes the communication capacity for each involved communication pair. UCS effectively uses multiple channels for high throughput as well as resilience to channel fading and external interference. Leveraging the availability of base stations (BSes) as well as highspeed, out-of-band connectivity between BSes, UCS effectively orchestrates the functionalities of BSes and user equipment (UE) for light-weight control signaling and ease of incremental deployment and integration with existing cellular standards. We have implemented UCS using the open-source, standardscompliant cellular networking platform OpenAirInterface. We have validated the OpenAirInterface implementation using USRP B210 software-defined radios and lab deployment. We have also evaluated UCS through high-fidelity, at-scale simulation studies. Our experiments show that UCS ensures predictable communication reliability while achieving a higher channel spatial reuse rate than existing mechanisms. Additionally, the distributed UCS framework enables a channel spatial reuse rate statistically equal to that in the state-of-the-art centralized scheduling algorithm iOrder.
具有D2D链路的蜂窝网络正越来越多地用于关键任务应用,以可预测的方式控制并发传输之间的干扰以确保所需的通信可靠性至关重要。为此,我们提出了一个统一蜂窝调度(UCS)框架,该框架基于物理比- k (PRK)干扰模型,以统一的方式调度上行链路、下行链路和D2D传输,以确保可预测的通信可靠性,同时最大化信道空间重用。UCS还提供了一种简单、有效的模式选择方法,使每个相关通信对的通信容量最大化。UCS有效地利用了多信道的高吞吐量以及对信道衰落和外部干扰的弹性。利用基站(BSes)的可用性以及基站之间的高速带外连接,UCS有效地协调了基站和用户设备(UE)的功能,以实现轻量级控制信令,并易于增量部署和与现有蜂窝标准的集成。我们使用开源、符合标准的蜂窝网络平台OpenAirInterface实现了UCS。我们使用USRP B210软件定义无线电和实验室部署验证了OpenAirInterface的实现。我们还通过高保真度、大规模模拟研究评估了UCS。我们的实验表明,UCS保证了可预测的通信可靠性,同时实现了比现有机制更高的信道空间复用率。此外,分布式UCS框架使信道空间重用率在统计上等同于最先进的集中式调度算法iOrder。
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引用次数: 7
Deterministic Timing for the Industrial Internet of Things 工业物联网的确定性时机
Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00010
Chadlia Jerad, Edward A. Lee
This paper is about reconciling the highly asynchronous untimed interactions that prevail on the Internet with time-sensitive operations of Things in the Internet of Things (IoT). Specifically, this paper addresses a design pattern that is widely used on the Internet called asynchronous atomic callbacks (AAC). We show that it is possible and practical to endow AACs with temporal semantics that can make system behaviors more repeatable and testable and can make the interactions between cyber services and physical Things safer. Our approach brings some of the key advantages of synchronous languages, specifically deterministic concurrency and logical synchrony. We show how a well-defined notion of logical time is compatible with AAC and can be used to endow applications with semantic notions of simultaneity, give them more control over the ordering of events, and enable the specification of real-time behaviors that nevertheless recognize the often long and highly variable latencies introduced in the Internet. We introduce labeled logical clock domains (LLCDs), which permit arbitrary mixtures of synchronized and unsynchronized behaviors and we show how LLCDs can be realized in the JavaScript language, which is widely used in Internet applications.
本文是关于如何协调互联网上普遍存在的高度异步的非定时交互与物联网(IoT)中对时间敏感的操作。具体来说,本文讨论了在Internet上广泛使用的一种称为异步原子回调(AAC)的设计模式。我们表明,赋予aac时间语义是可能的和实用的,这可以使系统行为更具可重复性和可测试性,并可以使网络服务和物理事物之间的交互更安全。我们的方法带来了同步语言的一些关键优势,特别是确定性并发性和逻辑同步。我们展示了一个定义良好的逻辑时间概念是如何与AAC兼容的,并且可以用来赋予应用程序同时性的语义概念,让它们对事件的顺序有更多的控制,并使实时行为的规范能够识别Internet中引入的通常很长且高度可变的延迟。我们介绍了标记逻辑时钟域(llcd),它允许同步和非同步行为的任意混合,并展示了如何在JavaScript语言中实现llcd, JavaScript在Internet应用程序中广泛使用。
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引用次数: 6
ICII 2018 Reviewers
Pub Date : 2018-10-01 DOI: 10.1109/icii.2018.00008
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引用次数: 0
Efficient Holistic Control over Industrial Wireless Sensor-Actuator Networks 工业无线传感器-执行器网络的高效整体控制
Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00018
Yehan Ma, Chenyang Lu
Process automation is embracing wireless sensor-actuator networks (WSANs) in the era of Industrial Internet. Despite the success of WSANs for monitoring applications, feedback control poses significant challenges due to data loss and stringent energy constraints in WSANs. Holistic control adopts a cyber-physical system approach to overcome the challenges by orchestrating network reconfiguration and process control at run time. In this paper, we explore efficient holistic control designs to maintain control performance while reducing the communication cost. The contributions of this work are four-fold: (1) We introduce a holistic control architecture that integrates low-power wireless bus (LWB) and two control strategies, rate adaptation and self-triggered control, specifically proposed to reduce communication cost; (2) We design novel wireless network mechanisms to support rate adaptation and self-triggered control, respectively, in a multi-hop WSAN; (3) We build a real-time network-in-the-loop simulator that integrates MATLAB/Simulink and a three-floor WSAN testbed to evaluate wireless control systems; (4) We empirically explore the tradeoff between communication cost and control performance under alternative holistic control approaches. Our case studies show that rate adaptation and self-triggered control offer advantages in control performance and energy efficiency, respectively, in normal operating conditions. The advantage in energy efficiency of self-triggered control, however, may diminish under harsh physical and wireless conditions due to the cost of recovering from data loss and physical disturbances.
在工业互联网时代,过程自动化正在拥抱无线传感器-执行器网络(wsan)。尽管无线局域网在监控应用方面取得了成功,但由于无线局域网中的数据丢失和严格的能量限制,反馈控制带来了重大挑战。整体控制采用网络物理系统方法,通过在运行时协调网络重构和过程控制来克服挑战。在本文中,我们探索有效的整体控制设计,以保持控制性能,同时降低通信成本。本工作的贡献有四方面:(1)我们引入了一种集成低功耗无线总线(LWB)和两种控制策略(速率自适应和自触发控制)的整体控制体系结构,专门提出了降低通信成本的策略;(2)设计了新的无线网络机制,在多跳WSAN中分别支持速率自适应和自触发控制;(3)构建了一个集成MATLAB/Simulink和三层WSAN测试平台的实时环内网络模拟器,对无线控制系统进行评估;(4)实证研究了不同整体控制方式下沟通成本与控制绩效之间的权衡。我们的案例研究表明,在正常运行条件下,速率自适应和自触发控制分别在控制性能和能源效率方面具有优势。然而,由于从数据丢失和物理干扰中恢复的成本,自触发控制在能源效率方面的优势可能会在恶劣的物理和无线条件下减弱。
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引用次数: 17
4G Network for Air-Ground Data Transmission: A Drone Based Experiment 基于无人机的4G空对地数据传输网络实验
Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00028
Liqi Chen, Zheng Huang, Zhenbang Liu, Dawei Liu, Xin Huang
Today's commercially available drones commonly make use of the 2.4 GHz channel for remote communication. A drawback is the short communication range. To remedy the drawback, we explore the use of 4G network as an alternative. A drone-based experiment platform is developed to evaluate 4G network for air-ground data transmission. Our field experiment shows that 4G network is capable of supporting low-altitude air-ground communication with good connectivity and low packet loss although the packet loss would increase substantially when the signal strength decreases.
目前商用无人机通常使用2.4 GHz信道进行远程通信。缺点是通信距离短。为了弥补这个缺点,我们探索使用4G网络作为替代方案。开发了基于无人机的实验平台,以评估4G网络的地空数据传输。我们的现场实验表明,4G网络能够支持低空地空通信,具有良好的连通性和较低的丢包率,但当信号强度降低时丢包率会大幅增加。
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引用次数: 3
A Utilization-Based Approach for Schedulability Analysis in Wireless Control Systems 基于利用率的无线控制系统可调度性分析方法
Pub Date : 2018-10-01 DOI: 10.1109/ICII.2018.00014
V. P. Modekurthy, Dali Ismail, Mahbubur Rahman, Abusayeed Saifullah
Recent advancements in industrial Internet-of-Things (IoT), more specifically, the development of industrial wireless standards such as WirelessHART and ISA100, are paving the way for the fourth industrial revolution, Industry 4.0. These wireless standards specify highly reliable and real-time communications as key requirements in industrial wireless sensor-actuator networks. Schedulability analysis remains the cornerstone for analyzing the real-time performance of these networks. While it is well-explored in the domain of CPU scheduling, schedulability analysis for multi-hop wireless networks has seen little progress till date. Existing work mostly focuses on worst-case delay analysis that runs in pseudo-polynomial time, making it is less suitable under frequent network dynamics which are quite common in industrial IoT. To address this, in this paper, we develop a schedulability analysis based on utilization bound for multi-hop, multi-channel industrial wireless sensor-actuator networks. Because of its extremely low runtime overhead, utilization-based schedulability test is considered to be one of the highly efficient and effective schedulability analyses. However, no work has been done yet on utilization-based analysis for multi-hop wireless network. The key challenge for a utilization-based test for multi-hop wireless network arises from the fact that wireless network is subject to transmission conflict and network dynamics which are not present in CPU scheduling. We address this challenge by bridging the gap between wireless domain and CPU task scheduling. We have evaluated our result through simulations using TOSSIM that shows that our schedulability analysis is safe and effective in practice.
工业物联网(IoT)的最新进展,更具体地说,是工业无线标准(如WirelessHART和ISA100)的发展,正在为第四次工业革命——工业4.0铺平道路。这些无线标准将高可靠性和实时通信作为工业无线传感器-执行器网络的关键要求。可调度性分析仍然是分析这些网络实时性能的基础。虽然多跳无线网络的可调度性分析在CPU调度领域已经得到了很好的研究,但迄今为止在多跳无线网络的可调度性分析方面进展甚微。现有的工作主要集中在伪多项式时间内运行的最坏情况延迟分析,这使得它不太适合工业物联网中常见的频繁网络动态。针对这一问题,本文提出了一种基于多跳、多通道工业无线传感器-执行器网络利用界的可调度性分析方法。基于利用率的可调度性测试由于其极低的运行时开销,被认为是一种高效的可调度性分析方法。然而,对于多跳无线网络的基于利用率的分析,目前还没有相关的研究。基于利用率的多跳无线网络测试面临的主要挑战是无线网络受传输冲突和网络动态的影响,而这些在CPU调度中是不存在的。我们通过弥合无线域和CPU任务调度之间的差距来解决这一挑战。利用TOSSIM进行了仿真,结果表明我们的可调度性分析是安全有效的。
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引用次数: 19
[Publisher's information] (发布者的信息)
Pub Date : 2018-10-01 DOI: 10.1109/icii.2018.00040
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引用次数: 0
期刊
2018 IEEE International Conference on Industrial Internet (ICII)
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