典型文献
Straightforward Guess and Determine Analysis Based on Genetic Algorithm
文献摘要：
With the development of artificial intelligence,the genetic algorithm has been widely used in many fields.In cryptography,the authors find it is natural to code an individual and design its fitness in a genetic algorithm for a straightforward guess and determine analysis(SGDA,in short).Based on this observation,the authors propose an SGDA based on genetic algorithm.Comparing it with the other three SGDAs based on exhaustive search,MILP method and CPP method respectively,the authors illustrate its effectiveness by three stream ciphers:Small scale SNOW 2.0,medium scale Enocoro-128v2 and large scale Trivium.The results show our method is significantly superior to them,especially for Trivium,the method can find a solution of 165 variables in less than one hour,while the other three methods are not applicable due to its enormous search space of size 2619.37.As far as we know,it is a best solution in an SGDA for Trivium so far.
文献关键词：
中图分类号：
作者姓名：
CAO Chunping;CEN Zhe;FENG Xiutao;WANG Zhangyi;ZHU Yamin
作者机构：
Department of Computer Science and Technology,University of Shanghai for Science and Technology,Shang-hai 200093,China;Key Laboratory of Mathematics Mechanization,Academy of Mathematics and Systems Science,Chinese Academy of Sciences,Beijing 100190,China;School of Cyber Science and Engineering,Wuhan University,Wuhan 430072,China;School of Science,Xi'an Technological University,Xi'an 710021,China
文献出处：
引用格式：
[1]CAO Chunping;CEN Zhe;FENG Xiutao;WANG Zhangyi;ZHU Yamin-.Straightforward Guess and Determine Analysis Based on Genetic Algorithm)[J].系统科学与复杂性学报（英文版）,2022(05):1988-2003
A类：
Straightforward,SGDA,SGDAs,Enocoro,128v2,Trivium
B类：
Guess,Determine,Analysis,Based,Genetic,Algorithm,With,development,artificial,intelligence,genetic,algorithm,has,been,widely,used,many,fields,In,cryptography,authors,find,natural,code,individual,design,its,fitness,straightforward,guess,determine,analysis,short,this,observation,propose,Comparing,other,three,exhaustive,search,MILP,CPP,respectively,illustrate,effectiveness,by,stream,ciphers,Small,scale,SNOW,medium,large,results,show,significantly,superior,them,especially,solution,variables,less,than,one,hour,while,methods,are,not,applicable,due,enormous,space,size,far,we,know,best
AB值：
0.53993
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