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相关概念视频

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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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Consider two sources of sound, that may or may not be in phase, emitting waves at a single frequency, and consider the frequencies to be the same.
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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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Blinding is a commonly used method of not telling participants which treatment a subject is receiving. Blinding is a critical part of a randomized control trial or RCT. It reduces the bias that affects the results. In an RCT, blinding is used in the form of a placebo. A placebo effect occurs when untreated subjects falsely believe they have received the treatment and report improved symptoms. A placebo or a dummy treatment is administered to subjects to negate the bias caused by such an effect.
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Updated: Sep 14, 2025

Probing C84-embedded Si Substrate Using Scanning Probe Microscopy and Molecular Dynamics
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在SPECK密码中基于深度学习的分析侧通道攻击.

Faisal Hameed1,2, Hoda Alkhzaimi3,4

  • 1Tandon School of Engineering, New York University, New York, USA. fah276@nyu.edu.

Scientific reports
|July 18, 2025
PubMed
概括
此摘要是机器生成的。

本研究提出了一种新的深度学习方法,用于对SPECK密码的侧通道攻击进行分析. 该技术成功地使用最小的数据恢复了SPECK-32/64密钥,提高了物联网安全性.

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科学领域:

  • 密码学 密码学 密码学
  • 计算机科学 计算机科学
  • 机器学习 机器学习

背景情况:

  • 深度学习分析的侧通道分析正在进步,特别是在AES等经典密码中.
  • 这些先进技术适应轻量加密技术,如SPECK密码,尚未得到充分的探索.
  • 对于物联网 (IoT) 设备来说,SPECK是至关重要的,需要对侧通道攻击进行强有力的防御.

研究的目的:

  • 为 SPECK 轻量级密码引入一种基于深度学习的新型配置文件侧通道分析.
  • 为弥补研究中的差距,将先进的深度学习攻击应用于轻量级原始体.
  • 评估与SPECK实施相比,深度学习组合方法的有效性.

主要方法:

  • 利用了深度学习模型的顺序分割和征服组合.
  • 将该技术应用于SPECK-32/64密码的软件实现.
  • 专注于分析侧通道分析,以恢复秘密密钥.

主要成果:

  • 成功地恢复了SPECK-32/64密码的8字节秘密密钥.
  • 在不到250个轨迹内实现了关键回收,证明了高效率.
  • 这代表了对未受保护和受保护的SPECK实现的第一个已知的基于深度学习的分析攻击.

结论:

  • 深度学习组合方法对于对SPECK等轻量级密码的侧通道攻击进行分析是有效的.
  • 拟议的方法在物联网中保护资源有限的设备方面取得了重大进展.
  • 需要进一步的研究,以在其他轻量级加密原始体上探索这些技术.