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相关概念视频

Weak Base Solutions03:21

Weak Base Solutions

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Some compounds produce hydroxide ions when dissolved by chemically reacting with water molecules. In all cases, these compounds react only partially and so are classified as weak bases. These types of compounds are also abundant in nature and important commodities in various technologies. For example, global production of the weak base ammonia is typically well over 100 metric tons annually, being widely used as an agricultural fertilizer, a raw material for chemical synthesis of other...
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Microcracking in Concrete01:20

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Microcracking in concrete refers to the tiny cracks that can form within the material even before any external load is applied. These microcracks typically occur at the interface between the coarse aggregate and the hydrated cement paste, often as a result of differential volume changes prompted by variations in stress-strain behavior, as well as thermal and moisture movement. Initially, these microcracks remain stable and do not grow substantially until the concrete is stressed to about 30...
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Block Diagram Reduction01:22

Block Diagram Reduction

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The process of deriving the transfer function of a control system often involves reducing its block diagram to a single block. This simplification can be achieved through a series of strategic operations, including relocating branch points and comparators. These operations preserve the overall function of the system while allowing for easier manipulation and combination of blocks.
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During most eukaryotic translation processes, the small 40S ribosome subunit scans an mRNA from its 5' end until it encounters the first start AUG codon. The large 60S ribosomal subunit then joins the smaller one to initiate protein synthesis. The location of the translation initiation is largely determined by the nucleotides near the start codon as there may be multiple translation initiation sites present on the mRNA.  Marilyn Kozak discovered that the sequence RCCAUGG (where R...
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Ampere-Maxwell's Law: Problem-Solving01:17

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A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of...
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Relation between Mathematical Equations and Block Diagrams01:20

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In a spring-mass-damper system, the second-order differential equation describes the dynamic behavior of the system. When transformed into the Laplace domain under zero initial conditions, this equation can be effectively analyzed and manipulated. The transformation into the Laplace domain converts differential equations into algebraic equations, simplifying the process of isolating the output.
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相关实验视频

Updated: Jul 21, 2025

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对轻量级块密码的基于深度学习的加密分析重新审视.

Hyunji Kim1, Sejin Lim1, Yeajun Kang1

  • 1Department of Convergence Security, Hansung University, Seoul 02876, Republic of Korea.

Entropy (Basel, Switzerland)
|July 29, 2023
PubMed
概括

本研究介绍了用于轻量级块密码的深度学习加密分析方法,显著减少了训练参数并提高了准确性. 它证明了深度学习对于全方位,全键现代加密的实际不可行性.

关键词:
在S-AESES中.在S-DES中,它是S-DES这就是S-SPECKK.密码分析 密码分析深度学习是一种深度学习.轻量级的区块密码编码器

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科学领域:

  • 密码学 密码学 密码学 密码学
  • 人工智能的人工智能
  • 机器学习 机器学习

背景情况:

  • 深度学习越来越多地应用于加密分析,特别是用于使用已知的普通文本恢复密钥.
  • 像S-DES,S-AES和S-SPECK这样的轻量级块密码是加密分析的常见目标.

研究的目的:

  • 提出一种使用最先进的深度学习技术的新型加密分析方法.
  • 评估该方法在轻量级块密码S-DES,S-AES和S-SPECK上的有效性.

主要方法:

  • 利用了包含剩余连接和封闭线性单元的深度学习架构.
  • 应用已知纯文本密码分析来恢复选择轻量级块密码的秘密密钥.

主要成果:

  • 与之前的最先进的方法相比,培训参数减少了93.16%.
  • 增加了大约5.3%的平均比特精度概率.
  • 成功地在S-AES和S-SPECK上使用12位和6位密钥进行了加密分析.

结论:

  • 拟议的深度学习方法为轻量级密码加密分析的效率和准确性提供了显著的改进.
  • 基于深度学习的关键恢复,以实现全方位,全键的现代加密技术,在当前的技术上仍然几乎是不可行的.