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国家自然科学基金(61303039)

作品数:10 被引量:13H指数:2
相关作者:罗明星李灵芳更多>>
相关机构:西南交通大学更多>>
发文基金:国家自然科学基金中央高校研究生科技创新基金霍英东教育基金更多>>
相关领域:理学电子电信机械工程交通运输工程更多>>

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10 条 记 录,以下是 1-10
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基于注意力机制的对抗样本生成算法
2023年
近年来对抗性攻击和对抗性防御的研究受到了广泛的关注,并有了大量的应用.由于对样本的细小扰动可以改变识别效果,神经网络因而缺少鲁棒性.基于注意力机制的投影梯度算法,研究对抗样本的攻击方法.采用基于梯度加权类激活映射图寻找特殊区域,并添加噪声扰动,实现对抗性攻击.使用MNIST、CIFAR-10和ImageNet数据集,以VGG19、VGG16、Resnet50和Resnet18、inception_v3和Densenet作为目标模型.针对mini ImageNet数据集的攻击成功率达到96.3%,比FGSM攻击算法提高了23.4%的成功率,并减少干扰区域,不容易被肉眼察觉,具有更好的攻击效果.
赵彬粟李灵芳罗明星
A Novel Quantum Stegonagraphy Based on Brown States
2018年
In this paper,a novel quantum steganography protocol based on Brown entangled states is proposed.The new protocol adopts the CNOT operation to achieve the transmission of secret information by the best use of the characteristics of entangled states.Comparing with the previous quantum steganography algorithms,the new protocol focuses on its anti-noise capability for the phase-flip noise,which proved its good security resisting on quantum noise.Furthermore,the covert communication of secret information in the quantum secure direct communication channel would not affect the normal information transmission process due to the new protocol’s good imperceptibility.If the number of Brown states transmitted in carrier protocol is many enough,the imperceptibility of the secret channel can be further enhanced.In aspect of capacity,the new protocol can further expand its capacity by combining with other quantum steganography protocols.Due to that the proposed protocol does not require the participation of the classic channel when it implements the transmission of secret information,any additional information leakage will not be caused for the new algorithm with good security.The detailed theoretical analysis proves that the new protocol can own good performance on imperceptibility,capacity and security.
Zhiguo QuTiancheng ZhuJinwei WangXiaojun Wang
关键词:ENTANGLEMENT
Analysis and Improvement of Steganography Protocol Based on Bell States in Noise Environment
2019年
In the field of quantum communication,quantum steganography is an important branch of quantum information hiding.In a realistic quantum communication system,quantum noises are unavoidable and will seriously impact the safety and reliability of the quantum steganographic system.Therefore,it is very important to analyze the influence of noise on the quantum steganography protocol and how to reduce the effect of noise.This paper takes the quantum steganography protocol proposed in 2010 as an example to analyze the effects of noises on information qubits and secret message qubits in the four primary quantum noise environments.The results show that when the noise factor of one quantum channel noise is known,the size of the noise factor of the other quantum channel can be adjusted accordingly,such as artificially applying noise,so that the influence of noises on the protocol is minimized.In addition,this paper also proposes a method of improving the efficiency of the steganographic protocol in a noisy environment.
Zhiguo QuShengyao WuWenjie LiuXiaojun Wang
关键词:FIDELITYEFFICIENCY
Multilevel Pattern Mining Architecture for Automatic Network Monitoring in Heterogeneous Wireless Communication Networks被引量:7
2016年
The rapid development of network technology and its evolution toward heterogeneous networks has increased the demand to support automatic monitoring and the management of heterogeneous wireless communication networks.This paper presents a multilevel pattern mining architecture to support automatic network management by discovering interesting patterns from telecom network monitoring data.This architecture leverages and combines existing frequent itemset discovery over data streams,association rule deduction,frequent sequential pattern mining,and frequent temporal pattern mining techniques while also making use of distributed processing platforms to achieve high-volume throughput.
Zhiguo QuJohn KeeneySebastian RobitzschFaisal ZamanXiaojun Wang
关键词:序列模式挖掘分布式处理网络演进
Efficient schemes of joint remote preparation with a passive receiver via EPR pairs被引量:1
2015年
Novel schemes are put forward to execute the joint remote preparation of an arbitrary two-qubit state with a passive receiver via EPR pairs as the entangled channel. Compared with the previous protocols, the required multi-particle measurement is simplified and the classical communication cost is reduced. When the number of senders increases, the advantage is more evident. It means that the proposed schemes are more efficient in practice.
马松雅高聪罗明星
关键词:EPR对量子比特量子通道
Efficient remote preparation of arbitrary twoand three-qubit states via the χ state被引量:2
2014年
The application of χ state are investigated in remote state preparation(RSP). By constructing useful measurement bases with the aid of Hurwitz matrix equation, we propose several RSP schemes of arbitrary two- and three-qubit states via the χ state as the entangled resource. It is shown that the original state can be successfully prepared with the probability100% and 50% for real coefficients and complex coefficients, respectively. For the latter case, the special ensembles with unit success probability are discussed by the permutation group. It is worth mentioning that the novel measurement bases have no restrictions on the coefficients of the prepared state, which means that the proposed schemes are more applicable.
马松雅罗明星
关键词:远程态制备量子比特HURWITZ矩阵方程
Deterministic assisted clone of an unknown four-particle entangled cluster-type state
2013年
Two deterministic schemes are proposed to realize the assisted clone of an unknown four-particle entangled clustertype state.The schemes include two stages.The first stage requires teleportation via maximal entanglement as the quantum channel.In the second stages of the protocols,two novel sets of mutually orthogonal basis vectors are constructed.With the assistance of the preparer through a four-particle or two-step two-particle projective measurement under these bases,the perfect copy of an original state can be produced.Comparing with the previous protocols which produce the unknown state and its orthogonal complement state at the site of the sender,the proposed schemes generate the unknown state deterministically.
马松雅罗明星孙莹
关键词:最大纠缠态隐形传态量子通道正交补
量子远程制备的理论研究进展被引量:3
2015年
量子通信作为量子信息处理中的重要组成部分得到了广泛研究.它与传统通信方式不同,量子信息可以不通过量子媒介就能异地传输,量子隐形传态就是典型事例.作为一种改进的量子传输协议,量子远程制备能够平衡量子测量和经典通信,但是研究证明,这种平衡并不适合所有量子态,它受到很严格的限制,依赖于所传输信息空间的代数或几何结构.随着研究不断深入,这种限制似乎可以通过信息分裂传输来部分克服.主要总结了量子远程制备的理论研究现状及典型案例,并对进一步需要开展的研究予以展望.
罗明星
关键词:量子态量子纠缠
Typical universal entanglers
2014年
A universal entangler is a very powerful fault-tolerant entangling device for generating quantum entanglements from any joint states. Our paper aims to address the construction of universal entanglers. We prove that universal entanglers may be obtained from random unitary gates according to the Harr measure. The success probability is close to 1 for large system spaces. This result represents the typical density of entanglement subspaces in large state spaces. It also partially solves an open problem of universal bipartite entanglers and is explained by some experiment simulations.
WANG FengLUO MingXingCHEN XiuBoYANG YiXianWANG XiaoJun
关键词:量子纠缠子空间
Novel quantum watermarking algorithm based on improved least significant qubit modification for quantum audio
2018年
As one of essential multimedia in quantum networks, the copyright protection of quantum audio has gradually become an important issue in the domain of quantum information hiding in the decades. In this paper, an improved quantum watermarking algorithm based on quantum audio by using least significant qubit(LSQb) modification is proposed. Compared with the previous achievements, it can effectively improve the robustness and security of watermark for copyright protection of quantum audio. In the new algorithm, the least significant bites and the peripheral least significant bits of the amplitudes are modified in terms of their logical consistency and correlation to enhance watermark robustness of resisting various illegal attacks. Furthermore, the new algorithm can avoid the weak robustness defect of many previous algorithms that directly embedded the watermark into the least significant bits. In order to implement the new algorithm, some specific quantum circuits are designed to obtain better applicability and scalability for embedding and extracting watermark.Finally, the simulation results including the values of audio waveforms and signal to noise ratios(SNR) prove that the new algorithm has good transparency, robustness, and security.
瞿治国何煌兴李涛
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