面向物理层信号溯源攻击的匿名预编码对抗机制研究
批准号:
62101384
项目类别:
青年科学基金项目(C类)
资助金额:
30.0 万元
负责人:
魏忠祥
依托单位:
学科分类:
信息系统与系统安全
结题年份:
2024
批准年份:
2021
项目状态:
已结题
项目参与者:
魏忠祥
中文摘要
匿名通信在智慧医疗、车联网、军事等通信中有着广泛的应用,不同于用户安全设计,匿名通信旨在为合法用户提供高通信质量的同时,保证通信参与者的匿名性与隐蔽性。但现有匿名通信研究着眼于协议上层,对用户匿名性在物理层泄露威胁的关注有限,缺乏面向物理层溯源攻击的对抗机制研究。聚焦用户向接入点发送信号又需保持匿名性的问题,本项目围绕用户高匿名性、通信高可靠性的目标,拟从底层研究并揭示信号溯源攻击机理,为接入点建立依据接收信号、环境噪声统计特性的溯源攻击方法;研究并建立面向溯源攻击的物理层防御机制,为用户设计匿名预编码算法,提高用户匿名性的同时确保多路空间复用数据流的高接收信噪比,合理均衡用户匿名性与通信可靠性;针对低分辨率数模转换器与非完美信道估计,研究并设计鲁棒匿名预编码算法,提高匿名通信在实际通信场景的适用性。本项目为物理层匿名通信奠定一定理论基础,促进匿名预编码这一研究领域的发展。
英文摘要
Anonymous communications have a wide range of applications in e-Health, vehicle-to-everything and military communications. Different from conventional security-orientated designs, anonymous communications aim to guarantee the communication quality of the legitimate users, and meanwhile to conceal the identities of communication parties or the specific users’ participation during the communications. The existing anonymity-related techniques are only designated at upper layers of networks, ignoring the risk of anonymity leakage at physical layer (PHY). This project focuses on the uplink communication scenario where users wish to anonymously send signal to an access point (AP). In particular, while cooperating with senders for communication signal processing, the AP also tries to unmask the senders’ anonymity. Hence, this project aims to achieve both high anonymity and communication reliability, where the main contents include: (1) studying the PHY based signal traceback mechanism, and designing signal traceback attack that only depends on the statistical attributes of the received signal and noise; (2) proposing anonymous precoding technique to counteract the signal traceback attack without loss of high signal-to-interference-and-ratio performance at the AP, and making a good tradeoff between the anonymity and communication reliability. (3) proposing robust anonymous precoding against low-resolution digital-to-analog converter and imperfect channel estimation and improving the applicability of the anonymous communications in practical communication scenarios. This project provides fundamentals for PHY anonymous communications, and prompts the development of anonymous precoding, which hold the promise of exciting research in the years to come.
隐私保护是5G通信系统的核心问题之一,作为一种新兴隐私保护手段,物理层匿名通信旨在确保高通信质量的同时,隐匿信号发送用户物理层特征,有效对抗接入点针对物理层特征的溯源攻击与身份识别。首先,项目围绕用户至接入点的匿名通信需求,开展了接入点物理层信号溯源攻击机理研究,针对用户具备相同发送天线数、不同发送天线数的场景,设计了基于接收信号统计特性的物理层溯源攻击算法,证明了接入点可绕过部署于上层的匿名技术,直接在物理层发送溯源攻击并准确判别信号发送用户。其次,针对物理层溯源攻击,项目设计了一种以最大匿名熵为目标的匿名预编码算法,在对抗溯源攻击的基础上有效保障了通信信干噪比。第三,项目推导得出的溯源误检率闭合表达式,构建了误检率与预编码、信道矩阵、噪声等物理参量的闭合关系式,设计了可满足自适应溯源误检率的匿名预编码算法。第四,针对匿名通信难以自适应调节复用数据流的问题,设计了基于平均信道的接收编码方案,且不依赖于真实信号发送用户的信道识别。设计了兼顾分集增益与复用增益的匿名预编码算法,可依据用户匿名性于分集增益需求,自适应调整匿名通信复用数据流数,有效提升了匿名通信系统的有效吞吐量。
超高速磁浮车地通信理论与关键技术研究
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批准号:--
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项目类别:省市级项目
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资助金额:0.0万元
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批准年份:2025
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负责人:魏忠祥
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依托单位:
国内基金
海外基金