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A Probing Model of Secret Key Generation Based on Channel Autocorrelation Function
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作者 Xia Enjun Hu Binjie Shen Qiaoqiao 《China Communications》 SCIE CSCD 2024年第6期163-175,共13页
Secret key generation(SKG)is a promising solution to the problem of wireless communications security.As the first step of SKG,channel probing affects it significantly.Although there have been some probing schemes,ther... Secret key generation(SKG)is a promising solution to the problem of wireless communications security.As the first step of SKG,channel probing affects it significantly.Although there have been some probing schemes,there is a lack of research on the optimization of the probing process.This study investigates how to optimize correlated parameters to maximize the SKG rate(SKGR)in the time-division duplex(TDD)mode.First,we build a probing model which includes the effects of transmitting power,the probing period,and the dimension of sample vectors.Based on the model,the analytical expression of the SKGR is given.Next,we formulate an optimization problem for maximizing the SKGR and give an algorithm to solve it.We conclude the SKGR monotonically increases as the transmitting power increases.Relevant mathematical proofs are given in this study.From the simulation results,increasing appropriately the probing period and the dimension of the sample vector could increase the SKGR dramatically compared to a yardstick,which indicates the importance of optimizing the parameters related to the channel probing phase. 展开更多
关键词 channel autocorrelation function channel probing optimization problem physical layer security secret key generation
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Physical-Layer Secret Key Generation for Dual-Task Scenarios
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作者 Yang Lilin Li Guyue +2 位作者 Guo Tao Xu Hao Hu Aiqun 《China Communications》 SCIE CSCD 2024年第7期252-266,共15页
Physical-layer secret key generation(PSKG)provides a lightweight way for group key(GK)sharing between wireless users in large-scale wireless networks.However,most of the existing works in this field consider only grou... Physical-layer secret key generation(PSKG)provides a lightweight way for group key(GK)sharing between wireless users in large-scale wireless networks.However,most of the existing works in this field consider only group communication.For a commonly dual-task scenario,where both GK and pairwise key(PK)are required,traditional methods are less suitable for direct extension.For the first time,we discover a security issue with traditional methods in dual-task scenarios,which has not previously been recognized.We propose an innovative segment-based key generation method to solve this security issue.We do not directly use PK exclusively to negotiate the GK as traditional methods.Instead,we generate GK and PK separately through segmentation which is the first solution to meet dual-task.We also perform security and rate analysis.It is demonstrated that our method is effective in solving this security issue from an information-theoretic perspective.The rate results of simulation are also consistent with the our rate derivation. 展开更多
关键词 dual-task scenario information-theoretic security physical layer security secret group key generation
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Fast Secret Key Generation Based on Dynamic Private Pilot from Static Wireless Channels 被引量:4
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作者 Yu Huang Liang Jin +2 位作者 Hongquan Wei Zhou Zhong Shengjun Zhang 《China Communications》 SCIE CSCD 2018年第11期171-183,共13页
In static or quasi-static wireless channel environments, secret key generation(SKG) based on wireless channels is vulnerable to active attacks due to the openness and invariance of public pilot, especially man-inthe-m... In static or quasi-static wireless channel environments, secret key generation(SKG) based on wireless channels is vulnerable to active attacks due to the openness and invariance of public pilot, especially man-inthe-middle(MITM) attacks, where attacker acts as a transparent relay to manipulate channel measurements and derive the generated keys. In order to fight against this attack, a dynamic private pilot is designed, where both private pilot and secret key are derived from the characteristics of wireless channels and private to third party. In static or quasi-static environments, we use singular value decomposition techniques to reconstitute the wireless channels to improve the randomness of the wireless channels. Private pilot can encrypt and authenticate the wireless channels, which can make channel state information intercepted by MITM attacker reduced to zero and the SKG rate close to that without attacks. Results of analysis and simulation show the proposed SKG scheme can withdraw the MITM attacks. 展开更多
关键词 dynamic private pilot MITMattacks secret key generation wireless chan-nels physical layer security
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Secret Key Generation Based on Two-Way Randomness for TDD-SISO System 被引量:9
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作者 Shengjun Zhang Liang Jin +1 位作者 Yangming Lou Zhou Zhong 《China Communications》 SCIE CSCD 2018年第7期202-216,共15页
A novel secret key generation(SKG)method based on two-way randomness is proposed for TDD-SISO system.The legitimate transceivers mutually transmit their own random signal via reciprocal wireless channel,then the multi... A novel secret key generation(SKG)method based on two-way randomness is proposed for TDD-SISO system.The legitimate transceivers mutually transmit their own random signal via reciprocal wireless channel,then the multiplication of transmitted and received signal is used as common randomness to generate secret keys.In quasi-static channel,the theoretical SKG rates(SKGRs)of the three SKG methods,namely wireless channel based,one-way randomness and two-way randomness,are derived and compared.Further,two practical SKG schemes based on twoway randomness,Scheme-1bit and Scheme-3bit,are completely designed and simulated.Generally,Scheme-1bit applies to low signal to noise ratio(SNR)scenarios and achieves 0.13~0.86bit/T_s SKGR and 10^(-2)~10^(-5) level secret key outage probability(SKOP),while Scheme-3bit fits high SNR situation and obtains 0.93~1.35bit/T_s SKGR and 10^(-3)~10^(-4) level SKOP.At last,the national institute of standards and technology(NIST)test is conducted to evaluate the secret key randomness(SKRD)and the test results show that both of the proposed schemes have passed the test. 展开更多
关键词 secret key generation physical layer security information reconciliation information theory
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Robust Multiparty Quantum Secret Key Sharing Over Two Collective-Noise Channels via Three-Photon Mixed States 被引量:7
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作者 WANG Zhang-Yin YUAN Hao GAO Gan Shou-Hua 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第4X期607-609,共3页
We present a robust (n, n)-threshold scheme for multiparty quantum secret sharing of key over two collectivenoise channels (i.e., the collective dephasing channel and the collective rotating channel) via three-pho... We present a robust (n, n)-threshold scheme for multiparty quantum secret sharing of key over two collectivenoise channels (i.e., the collective dephasing channel and the collective rotating channel) via three-photon mixed states, In our scheme, only if all the sharers collaborate together can they establish a joint key with the message sender and extract the secret message from the sender's encrypted message. This scheme can be implemented using only a Bell singlet, a one-qubit state and polarization identification of single photon, so it is completely feasible according to the present-day technique. 展开更多
关键词 multiparty quantum secret key sharing collective-noise channel
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Power Allocation Strategy for Secret Key Generation Method in Wireless Communications 被引量:1
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作者 Bin Zhang Muhammad Waqas +2 位作者 Shanshan Tu Syed Mudassir Hussain Sadaqat Ur Rehman 《Computers, Materials & Continua》 SCIE EI 2021年第8期2179-2188,共10页
Secret key generation(SKG)is an emerging technology to secure wireless communication from attackers.Therefore,the SKG at the physical layer is an alternate solution over traditional cryptographic methods due to wirele... Secret key generation(SKG)is an emerging technology to secure wireless communication from attackers.Therefore,the SKG at the physical layer is an alternate solution over traditional cryptographic methods due to wireless channels’uncertainty.However,the physical layer secret key generation(PHY-SKG)depends on two fundamental parameters,i.e.,coherence time and power allocation.The coherence time for PHY-SKG is not applicable to secure wireless channels.This is because coherence time is for a certain period of time.Thus,legitimate users generate the secret keys(SKs)with a shorter key length in size.Hence,an attacker can quickly get information about the SKs.Consequently,the attacker can easily get valuable information from authentic users.Therefore,we considered the scheme of power allocation to enhance the secret key generation rate(SKGR)between legitimate users.Hence,we propose an alternative method,i.e.,a power allocation,to improve the SKGR.Our results show 72%higher SKGR in bits/sec by increasing power transmission.In addition,the power transmission is based on two important parameters,i.e.,epsilon and power loss factor,as given in power transmission equations.We found out that a higher value of epsilon impacts power transmission and subsequently impacts the SKGR.The SKGR is approximately 40.7%greater at 250 from 50 mW at epsilon=1.The value of SKGR is reduced to 18.5%at 250 mW when epsilonis 0.5.Furthermore,the transmission power is also measured against the different power loss factor values,i.e.,3.5,3,and 2.5,respectively,at epsilon=0.5.Hence,it is concluded that the value of epsilon and power loss factor impacts power transmission and,consequently,impacts the SKGR. 展开更多
关键词 secret key generation rate power allocation physical layer wireless communication
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Steganography Algorithm to Hide Secret Message inside an Image 被引量:1
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作者 Rosziati Ibrahim Teoh Suk Kuan 《Computer Technology and Application》 2011年第2期102-108,共7页
In this paper, the authors propose a new algorithm to hide data inside image using steganography technique. The proposed algorithm uses binary codes and pixels inside an image. The zipped file is used before it is con... In this paper, the authors propose a new algorithm to hide data inside image using steganography technique. The proposed algorithm uses binary codes and pixels inside an image. The zipped file is used before it is converted to binary codes to maximize the storage of data inside the image. By applying the proposed algorithm, a system called Steganography Imaging System (gig) is developed. The system is then tested to see the viability of the proposed algorithm. Various sizes of data are stored inside the images and the Peak signal-to-noise ratio (PSNR) is also captured for each of the images tested. Based on the PSNR value of each images, the stego image has a higher PSNR value. Hence this new steganography algorithm is very efficient to hide the data inside the image. 展开更多
关键词 Steganography algorithm secret key image processing data retrieval.
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Secret Key Optimization for Secure Speech Communications
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作者 Osama S.Faragallah Mahmoud Farouk Hala S.El-Sayed 《Computers, Materials & Continua》 SCIE EI 2022年第8期3025-3037,共13页
This paper answers three essential questions for audio speech cryptosystems in time and discrete transform domains.The first question is,what are the best values of sub-keys that must be used to get the best quality a... This paper answers three essential questions for audio speech cryptosystems in time and discrete transform domains.The first question is,what are the best values of sub-keys that must be used to get the best quality and security for the audio cryptosystem in time and discrete transform domains.The second question is the relation between the number of sub-keys,the number of secret keys used,and the audio speech signal block’s size.Finally,how many possible secret keys can be used to get the best quality and security results for the audio speech cryptosystem in time and discrete transform domains.An audio cryptosystem discussed before in recent research is applied to answer the three previous inquiries.Accurate simulation results and analysis answer all three questions;first,there is no specific,well-defined format or rule for sub-key values that must be used to get a better cryptosystem.For the second question,yes,there is a direct relationship between the number of applicable keys,number of available sub-keys,and block size of speech audio signal and formulated into a first-order equation.For the third question,each discrete transform domain has a specific acceptable range of sub-keys that imply a particular number of keys that can be used to get a better cryptosystem. 展开更多
关键词 Audio cryptosystem chaotic baker map secret key size
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Methodologies of Secret-Key Agreement Using Wireless Channel Characteristics
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作者 Syed Taha Ali Vijay Sivaraman 《ZTE Communications》 2013年第3期20-25,共6页
In this article, we give an overview of current research on shared secret-key agreement between two parties. This agreement is based on radio wireless channel characteristics. We discuss the advantages of this approac... In this article, we give an overview of current research on shared secret-key agreement between two parties. This agreement is based on radio wireless channel characteristics. We discuss the advantages of this approach over traditional cryptographic mechanisms and present the theoretical background of this approach. We then give a detailed description of the key-agreement process and the threat model, and we summarize the typical performance metrics for shared secret-key agreement. There are four processes in shared secret-key agreement: sampling, quantization, information reconciliation, and privacy amplification. We classify prior and current research in this area according to innovation on these four processes. We conclude with a discussion of existing challenges and directions for future work. 展开更多
关键词 physical-layer security secret key generation
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Performance of phase-matching quantum key distribution based on wavelength division multiplexing technology 被引量:1
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作者 马海强 韩雁鑫 +1 位作者 窦天琦 李鹏云 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第2期103-107,共5页
Quantum key distribution(QKD) generates information-theoretical secure keys between two parties based on the physical laws of quantum mechanics. The phase-matching(PM) QKD protocol allows the key rate to break the qua... Quantum key distribution(QKD) generates information-theoretical secure keys between two parties based on the physical laws of quantum mechanics. The phase-matching(PM) QKD protocol allows the key rate to break the quantum channel secret key capacity limit without quantum repeaters, and the security of the protocol is demonstrated by using equivalent entanglement. In this paper, the wavelength division multiplexing(WDM) technique is applied to the PM-QKD protocol considering the effect of crosstalk noise on the secret key rate. The performance of PM-QKD protocol based on WDM with the influence of adjacent classical channels and Raman scattering is analyzed by numerical simulations to maximize the total secret key rate of the QKD, providing a reference for future implementations of QKD based on WDM techniques. 展开更多
关键词 quantum key distribution wavelength division multiplexing secret key rate
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A physical layer secret key consistency enhancement scheme using constellation decision information
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作者 Zheyuan Deng Liang Jin +3 位作者 Xiaoyan Hu Zhou Zhong Yangming Lou Ge Niu 《Security and Safety》 2024年第1期88-103,共16页
Secret key generation based on a wireless channel(WC-SKG)is a promising solution to address the security issues in wireless communication.However,the consistency of channel estimation between two legal communication n... Secret key generation based on a wireless channel(WC-SKG)is a promising solution to address the security issues in wireless communication.However,the consistency of channel estimation between two legal communication nodes in WC-SKG is often poor due to the receiver noise,signal power,etc.,leading to a low secret key generation rate(SKGR).Although there are several denoising algorithms such as orthogonal transformation to address this issue,existing schemes overlook the fact that data symbols are also affected by the channel.This results in existing schemes only using the pilot symbols for channel estimation and not fully utilizing the received signal power of the WC-SKG.To address this issue,we propose a consistency enhancement algorithm based on constellation decision information(CEA-CDI),which utilizes both pilot symbols and soft decision information of data symbols to improve SKGR.Monte Carlo simulation and numerical results demonstrate that our proposed scheme can improve performance by approximately 16 dB compared to initial channel estimation. 展开更多
关键词 Physical secret key generation consistency enhancement soft decision
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Analysis and Application of Endogenous Wireless Security Principle for Key Generation 被引量:3
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作者 Xu Wang Liang Jin +1 位作者 Yangming Lou Xiaoming Xu 《China Communications》 SCIE CSCD 2021年第4期99-114,共16页
The open and broadcast nature of wireless channels leads to the inherent security problem of information leakage in wireless communication.We can utilize endogenous security functions to resolve this problem.The funda... The open and broadcast nature of wireless channels leads to the inherent security problem of information leakage in wireless communication.We can utilize endogenous security functions to resolve this problem.The fundamental solution is channel-based mechanisms,like physical layer secret keys.Unfortunately,current investigations have not fully exploited the randomness of wireless channels,making secret key rates not high.Consequently,user data can be encrypted by reducing the data rate to match the secret key rate.Based on the analysis of the endogenous wireless security principle,we proposed that the channel-based endogenous secret key rate can nearly match the maximum data rate in the fast-fading environments.After that,we validated the proposition in an instantiation system with multiple phase shift keying(MPSK)inputs from the perspectives of both theoretical analysis and simulation experiments.The results indicate that it is possible to accomplish the onetime pad without decreasing the data rate via channelbased endogenous keys.Besides,we can realize highspeed endogenously secure transmission by introducing independent channels in the domains of frequency,space,or time.The conclusions derived provide a new idea for wireless security and promote the application of the endogenous security theory. 展开更多
关键词 endogenous wireless security one-time pad physical layer security secret keys generation
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Threshold Decryption Scheme withMultiple Policies
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作者 FEIRu-chun WANGLi-na 《Wuhan University Journal of Natural Sciences》 EI CAS 2005年第1期243-247,共5页
Based on the difficulty in computing discrete logarilhm and square 1001 onsome special conditions, we propose a basic threshold seeret sharing scheme for multiple secretswith multiple policies, which allows a group of... Based on the difficulty in computing discrete logarilhm and square 1001 onsome special conditions, we propose a basic threshold seeret sharing scheme for multiple secretswith multiple policies, which allows a group of users to share multiple secrttkeys and only onesecret shadow to be ktpt by each user. An efficient threshold decryption scheme with multiplepolicies is designed on the basis of the basic threshold scheme. This decryption scheme allowsmultiple secret keys to he shared among a groupof users, and each user to ketp only one secretshadow. Different public keys can be used to encrypt documents. If and only if the number ofcooperated users who koop the secret shadows is greater than or c-qual to the threshold value of thecorresponding secret key, they can cooperate to decrypt the documents. It is proved that theproposed scheme has very strong security, unless the attackers can solve the discrete logarithmproblem and the square root problem. 展开更多
关键词 multiple secret keys threshold scheme seeret shadow discrete logarithm square root threshold deayp-tion scheme
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Security of a practical semi-device-independent quantum key distribution protocol against collective attacks 被引量:1
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作者 汪洋 鲍皖苏 +2 位作者 李宏伟 周淳 李源 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第8期256-260,共5页
Similar to device-independent quantum key distribution (DI-QKD), semi-device-independent quantum key distribu- tion (SDI-QKD) provides secure key distribution without any assumptions about the internal workings of... Similar to device-independent quantum key distribution (DI-QKD), semi-device-independent quantum key distribu- tion (SDI-QKD) provides secure key distribution without any assumptions about the internal workings of the QKD devices. The only assumption is that the dimension of the Hilbert space is bounded. But SDI-QKD can be implemented in a one- way prepare-and-measure configuration without entanglement compared with DI-QKD. We propose a practical SDI-QKD protocol with four preparation states and three measurement bases by considering the maximal violation of dimension witnesses and specific processes of a QKD protocol. Moreover, we prove the security of the SDI-QKD protocol against collective attacks based on the min-entropy and dimension witnesses. We also show a comparison of the secret key rate between the SDI-QKD protocol and the standard QKD. 展开更多
关键词 quantum key distribution semi-device-independent collective attacks secret key rate
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Encryption Algorithm for Securing Non-Disclosure Agreements in Outsourcing Offshore Software Maintenance
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作者 Atif Ikram Masita Abdul Jalil +6 位作者 Amir Bin Ngah Nadeem Iqbal Nazri Kama Azri Azmi Ahmad Salman Khan Yasir Mahmood Assad Alzayed 《Computers, Materials & Continua》 SCIE EI 2022年第11期3827-3845,共19页
Properly created and securely communicated,non-disclosure agreement(NDA)can resolve most of the common disputes related to outsourcing of offshore software maintenance(OSMO).Occasionally,these NDAs are in the form of ... Properly created and securely communicated,non-disclosure agreement(NDA)can resolve most of the common disputes related to outsourcing of offshore software maintenance(OSMO).Occasionally,these NDAs are in the form of images.Since the work is done offshore,these agreements or images must be shared through the Internet or stored over the cloud.The breach of privacy,on the other hand,is a potential threat for the image owners as both the Internet and cloud servers are not void of danger.This article proposes a novel algorithm for securing the NDAs in the form of images.As an agreement is signed between the two parties,it will be encrypted before sending to the cloud server or travelling through the public network,the Internet.As the image is input to the algorithm,its pixels would be scrambled through the set of randomly generated rectangles for an arbitrary amount of time.The confusion effects have been realized through an XOR operation between the confused image,and chaotic data.Besides,5D multi-wing hyperchaotic system has been employed to spawn the chaotic vectors due to good properties of chaoticity it has.The machine experimentation and the security analysis through a comprehensive set of validation metric vividly demonstrate the robustness,defiance to the multifarious threats and the prospects for some real-world application of the proposed encryption algorithm for the NDA images. 展开更多
关键词 Non-disclosure agreement encryption DECRYPTION secret key chaoticmap CONFUSION diffusion
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Parameter estimation of continuous variable quantum key distribution system via artificial neural networks
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作者 Hao Luo Yi-Jun Wang +3 位作者 Wei Ye Hai Zhong Yi-Yu Mao Ying Guo 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第2期233-241,共9页
Continuous-variable quantum key distribution(CVQKD)allows legitimate parties to extract and exchange secret keys.However,the tradeoff between the secret key rate and the accuracy of parameter estimation still around t... Continuous-variable quantum key distribution(CVQKD)allows legitimate parties to extract and exchange secret keys.However,the tradeoff between the secret key rate and the accuracy of parameter estimation still around the present CVQKD system.In this paper,we suggest an approach for parameter estimation of the CVQKD system via artificial neural networks(ANN),which can be merged in post-processing with less additional devices.The ANN-based training scheme,enables key prediction without exposing any raw key.Experimental results show that the error between the predicted values and the true ones is in a reasonable range.The CVQKD system can be improved in terms of the secret key rate and the parameter estimation,which involves less additional devices than the traditional CVQKD system. 展开更多
关键词 quantum key distribution artificial neural networks secret key rate parameter estimation
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Enhancing secrecy rates in a wiretap channel
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作者 Shahid M.Shah Vinod Sharma 《Digital Communications and Networks》 SCIE 2020年第1期129-135,共7页
Reliable communication imposes an upper limit on the achievable rate,namely the Shannon capacity.Wyner's wiretap coding ensures a security constraint and reliability,but results in a decrease of achievable rate.To... Reliable communication imposes an upper limit on the achievable rate,namely the Shannon capacity.Wyner's wiretap coding ensures a security constraint and reliability,but results in a decrease of achievable rate.To mitigate the loss in secrecy rate,we propose a coding scheme in which we use sufficiently old messages as key and prove that multiple messages are secure with respect to all the information possessed by the eavesdropper.We also show that we can achieve security in the strong sense.Next,we study a fading wiretap channel with full channel state information of the eavesdropper's channel and use our coding/decoding scheme to achieve a secrecy capacity close to the Shannon capacity of the main channel(in the ergodic sense).Finally,we study a case where the transmitter does not have instantaneous information of the channel state of the eavesdropper,but only its distribution. 展开更多
关键词 Physical layer security Rate loss secret key Wiretap channel Secrecy capacity
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SECURE GROUP COMMUNICATIONS FOR LARGE DYNAMIC MULTICAST GROUP
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作者 Liu Jing Zhou Mingtian (College of Computer Science and Engineering, UEST of China, Chengdu 610054) 《Journal of Electronics(China)》 2003年第4期265-273,共9页
As the major problem in multicast security, the group key management has been the focus of research But few results are satisfactory. In this paper, the problems of group key management and access control for large dy... As the major problem in multicast security, the group key management has been the focus of research But few results are satisfactory. In this paper, the problems of group key management and access control for large dynamic multicast group have been researched and a solution based on SubGroup Secure Controllers (SGSCs) is presented, which solves many problems in IOLUS system and WGL scheme. 展开更多
关键词 Multicast security Group communication Group key management Access control secret key tree
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Reference-frame-independent quantum key distribution of wavelength division multiplexing with multiple quantum channels
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作者 Zhongqi Sun Yanxin Han +5 位作者 Tianqi Dou Jipeng Wang Zhenhua Li Fen Zhou Yuqing Huang Haiqiang Ma 《Chinese Physics B》 SCIE EI CAS CSCD 2021年第11期202-206,共5页
Reference-frame-independent quantum key distribution(RFI-QKD)can allow a quantum key distribution system to obtain the ideal key rate and transmission distance without reference system calibration,which has attracted ... Reference-frame-independent quantum key distribution(RFI-QKD)can allow a quantum key distribution system to obtain the ideal key rate and transmission distance without reference system calibration,which has attracted much attention.Here,we propose an RFI-QKD protocol based on wavelength division multiplexing(WDM)considering finite-key analysis and crosstalk.The finite-key bound for RFI-QKD with decoy states is derived under the crosstalk of WDM.The resulting secret key rate of RFI-QKD,which is more rigorous,is obtained.Simulation results reveal that the secret key rate of RFI-QKD based on WDM is affected by the multiplexing channel number,as well as crosstalk between adjacent channels. 展开更多
关键词 quantum key distribution wavelength division multiplexing secret key rate
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An Efficient Image Cipher Based on 2D Scrambled Image and Random Numbers
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作者 Asghar Ali Sammia Ansar +2 位作者 Ashwag Albakri Nadeem Iqbal Shahid Yousaf 《Journal of Cyber Security》 2022年第3期169-183,共15页
Security of images plays an import role in communication in current era due to the popularity and high usage ofmultimedia content in the Internet.Image security is described as applying an encryption algorithm over th... Security of images plays an import role in communication in current era due to the popularity and high usage ofmultimedia content in the Internet.Image security is described as applying an encryption algorithm over the given plaintext images to produce cipher images that can be transmitted safely over the open channel,the Internet.The problem which plagues these image ciphers is that they are too much time consuming,and that do not meet the dictates of the present times.In this paper,we aim to provide an efficient image cipher.The previous studies employed many constructs like Langton’s Ant,15 puzzle game and Castle in the 2D scrambled image based image ciphers,which had grave implications related to the high execution time of the ciphers.The current study directly made use of the 2D scrambled image to realize the purpose.Moreover,no compromise has been made over the security of the proposed image cipher.Random numbers have been generated by triggering the Intertwining Logistic Chaotic map.The cipher has been subjected to many important validation metrics like key space,information entropy,correlation coefficient,crop attack and lastly time complexity to demonstrate its immunity to the various attacks,and its realworld application.In this paper,our proposed image cipher exhibits an encryption speed of 0.1797 s,which is far better than many of the existing encryption ciphers. 展开更多
关键词 ENCRYPTION CIPHER random numbers image processing secret key chaotic map
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