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相关概念视频

Understanding Memory01:19

Understanding Memory

343
Memory is the retention of information or experiences over time, facilitated through three main processes: encoding, storage, and retrieval. Encoding is the process of inputting information into the memory system. For instance, when listening to a lecture, watching a play, reading a book, or having a conversation, the brain is actively encoding information. This initial stage involves transforming sensory input into a form that can be processed and stored by the brain. Various factors, such as...
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Censoring Survival Data01:09

Censoring Survival Data

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Survival analysis is a statistical method used to analyze time-to-event data, often employed in fields such as medicine, engineering, and social sciences. One of the key challenges in survival analysis is dealing with incomplete data, a phenomenon known as "censoring." Censoring occurs when the event of interest (such as death, relapse, or system failure) has not occurred for some individuals by the end of the study period or is otherwise unobservable, and it might have many different...
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Mass Analyzers: Overview01:13

Mass Analyzers: Overview

700
The mass analyzer is a crucial component of the mass spectrometer. In the ionization chamber, the vaporized sample is bombarded with a high-energy electron beam to generate a radical cation and further fragment into neutral molecules, radicals, and cations. A series of negatively charged accelerator plates accelerate the cations into the mass analyzer. The mass analyzer separates ions according to their mass-to-charge (m/z) ratios and then directs them to the detector. The common types of mass...
700
Mass Analyzers: Common Types01:19

Mass Analyzers: Common Types

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The quadrupole mass analyzer consists of four cylindrical metal rods arranged in a diamond carrying a DC voltage and a radio-frequency AC voltage. The motion of ions through the quadrupole depends on the field strength, causing only ions of a certain m/z to resonate successfully and strike the detector at a given field strength. Though the transmission rate for these analyzers is high, the exact elemental composition of the sample is not determined because of low resolution; however, they are...
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Leaky Scanning02:28

Leaky Scanning

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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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System of Memory01:23

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Memory is categorized into three major systems: sensory memory, short-term memory (STM), and long-term memory (LTM). These systems differ in their capacity and the duration for which they can hold information. Sensory memory captures raw sensory input from the environment, holding it for just a few seconds or less. For example, on hearing a brief, loud sound, like a car horn honking, the sound seems to linger in the mind for a moment even after it stops. This is an instance of sensory memory...
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相关实验视频

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DAFuzz:对内存数据存储的数据意识模糊化.

Yingpei Zeng1, Fengming Zhu1, Siyi Zhang1

  • 1School of Cyberspace, Hangzhou Dianzi University, Hangzhou, China.

PeerJ. Computer science
|October 9, 2023
PubMed
概括

数据意识模糊 (DAFuzz) 通过确保正确的数据使用来改善软件漏洞发现. 这种方法增强了代码路径覆盖范围,并加快了数据密集型应用程序中安全漏洞的识别.

关键词:
覆盖范围基础的模糊化覆盖导向的模糊化 覆盖导向的模糊化数据意识的数据意识在内存中存储数据.输入生成输入生成有意识的语义意识.

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科学领域:

  • 计算机科学 计算机科学
  • 软件工程 软件工程 软件工程
  • 网络安全 网络安全

背景情况:

  • 在软件漏洞检测中,fuzzing 非常重要.
  • 现有的语法和语义意识的模糊化方法与内存数据存储扎.
  • 某些代码路径需要特定的数据可用性,限制了当前的模糊效率.

研究的目的:

  • 为内存数据存储引入一种新的数据意识的模糊化方法 (DAFuzz).
  • 通过考虑输入生成和执行期间的数据使用来增强模糊化.
  • 提高对数据敏感代码路径的覆盖范围.

主要方法:

  • DAFuzz将各种数据加载到存储器中,然后将其加载到不同的代码路径中.
  • 它产生语法和语义上有效的输入,正确地利用可用数据.
  • 使用Superion实现了一个原型,并在Redis和Memcached上进行了测试.

主要成果:

  • 与AFL,Superion,AFL++和AFLNet相比,DAFuzz实现了13-95%的更大的边缘覆盖.
  • 使用DAFuzz,发现漏洞的速度超过2.7倍.
  • 在Redis和Memcached中发现了四个新的漏洞.

结论:

  • DAFuzz有效地解决了数据存储现有模糊化技术的局限性.
  • 该方法显著提高了漏洞检测率和效率.
  • 所有发现的漏洞都被开发人员报告,承认和修复.