The list of 22 big data analytics in cyber security network traffic and attacks

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1 Big Data Analytics for Cyber Security: Defeating Cyber Attackers

  • Author: cs.utdallas.edu
  • Published: 12/27/2021
  • Review: 4.92 (753 vote)
  • Summary: Examples of these collected data include system logs, network packet traces, account login formation, etc. Since the amount of data collected is ever increasing 
  • Source: https://cs.utdallas.edu/front-page/cs-blog/big-data-analytics-for-cyber-security-defeating-cyber-attackers/

2 The Powerful Combination of Cyber Security and Data Analytics

  • Author: syntaxtechs.com
  • Published: 04/28/2022
  • Review: 4.59 (586 vote)
  • Summary: · Scrutinizing Network Traffic: Data Analytics in Cyber Security help you to acquire a glimpse of your network traffic and thus provide you with 
  • Source: https://www.syntaxtechs.com/blog/cyber-security-analytics-the-powerful-combination-of-cyber-security-and-data-analytics

3 Big Data Analytics in Cyber Security: Network Traffic and Attacks

  • Author: tandfonline.com
  • Published: 05/05/2022
  • Review: 4.48 (531 vote)
  • Summary: Network attacks, intrusion detection, and intrusion prevention are important topics in cyber security. Network flows and system events generate big data, which often leads to challenges in intrusion detection with high efficiency and good accuracy
  • Source: https://www.tandfonline.com/doi/abs/10.1080/08874417.2019.1688731

4 Big Data Analytics for Cyber Security – Hindawi

  • Author: hindawi.com
  • Published: 06/22/2022
  • Review: 4.33 (529 vote)
  • Summary: · By making use of big data collected from networks, computers, sensors, and cloud systems, cyber threat analysts and intrusion detection/ 
  • Source: https://www.hindawi.com/journals/scn/2019/4109836/

5 The Rise of Big Data Analytics in Cyber Defense – HEAVY.AI

  • Author: heavy.ai
  • Published: 12/03/2021
  • Review: 4.18 (369 vote)
  • Summary: · Big data analytics software, combined with data gathered from network flows, sensors, cloud systems, and security events, provide everything a 
  • Source: https://www.heavy.ai/blog/the-rise-of-big-data-analytics-in-cyber-defense

6 Big Data Analytics in Cyber Security: Network Traffic … – ResearchGate

  • Author: researchgate.net
  • Published: 12/06/2021
  • Review: 3.9 (588 vote)
  • Summary: Big data analytics reviews an enormous amount of data from different historical cyberattacks and can help analysts assess and detect anomalies within computer 
  • Source: https://www.researchgate.net/publication/338465750_Big_Data_Analytics_in_Cyber_Security_Network_Traffic_and_Attacks

7 Big-data Analytics For Cyber Security

  • Author: bigdatanalysis.com
  • Published: 09/16/2021
  • Review: 3.78 (513 vote)
  • Summary: Analytics differentiates between normal, viable requests and those that don’t fit normal usage patterns and could be some form of attack against the network
  • Source: http://www.bigdatanalysis.com/big-data-analytics-for-cybersecurity/

8 [PDF] On the Scalability of Big Data Cyber Security Analytics Systems – arXiv

  • Author: arxiv.org
  • Published: 01/10/2022
  • Review: 3.45 (566 vote)
  • Summary: Each record represents a network connection – consisting of nine features. The dataset contains four types of attacks: pingScan,. portScan, bruteForce, and DoS
  • Source: https://arxiv.org/pdf/2112.00853

9 What is big data analytics in cybersecurity? – High tech guide

  • Author: high-tech-guide.com
  • Published: 02/17/2022
  • Review: 3.26 (385 vote)
  • Summary: Data Analysis for Network Cyber-Security focuses on monitoring and analyzing network traffic data, with the intention of preventing, or quickly identifying, 
  • Source: https://high-tech-guide.com/article/what-is-big-data-analytics-in-cybersecurity

10 What is Cybersecurity Analytics? – Splunk

  • Author: splunk.com
  • Published: 08/10/2021
  • Review: 3.05 (567 vote)
  • Summary: Security analytics provide a window into the entirety of your traffic, giving you the ability to analyze and detect any network anomalies, while also working in 
  • Source: https://www.splunk.com/en_us/data-insider/what-is-cybersecurity-analytics.html

11 Cybersecurity Analytics: A Complete Guide For 2022

  • Author: cybersecurityforme.com
  • Published: 06/06/2022
  • Review: 2.96 (171 vote)
  • Summary: Big data offers greater insight into system behavior and can therefore be used to catch threats. If big data 
  • Source: https://cybersecurityforme.com/cybersecurity-analytics/

12 Big Data Analytics in Cybersecurity: Securing Your Data – DataToBiz

  • Author: datatobiz.com
  • Published: 06/22/2022
  • Review: 2.72 (179 vote)
  • Summary: · Big Data also helps analysts to visualize future cyberattacks by taking the complexity from various data sources- past and current, and 
  • Source: https://www.datatobiz.com/blog/big-data-analytics-in-cybersecurity/

13 Cybersecurity Analytics: Definition, Solution, and Use Cases | Fortinet

  • Author: fortinet.com
  • Published: 04/18/2022
  • Review: 2.7 (125 vote)
  • Summary: With cybersecurity analytics, your network security is able to detect threats before they impact your system. It can also manage large amounts of data and 
  • Source: https://www.fortinet.com/resources/cyberglossary/cybersecurity-analytics

14 Big Data Analytics of Network Traffic and Attacks – IEEE Xplore

  • Author: ieeexplore.ieee.org
  • Published: 04/04/2022
  • Review: 2.59 (156 vote)
  • Summary: Abstract: Big Data analytics for intrusion detection is an important topic in cybersecurity. Network flows and system events generate big data, 
  • Source: https://ieeexplore.ieee.org/document/8556802

15 Security Big Data Analytics: Past, Present and Future – Exabeam

  • Author: exabeam.com
  • Published: 07/22/2022
  • Review: 2.56 (162 vote)
  • Summary: Security big data analytics (or cyber security analytics) is a rising force that is helping 
  • Source: https://www.exabeam.com/explainers/siem/siem-analytics/

16 Big data Analytics of cyber attacks: a review – Academia.edu

  • Author: academia.edu
  • Published: 04/20/2022
  • Review: 2.39 (67 vote)
  • Summary: Cyber crime over big data is expand with unprecedented rate that badly affects the Internet industry and the global data. Progressively sophisticated attack 
  • Source: https://www.academia.edu/38974438/Big_data_Analytics_of_cyber_attacks_a_review

17 Application of Big Data Analytic in Cybersecurity – Semantic Scholar

  • Author: semanticscholar.org
  • Published: 04/04/2022
  • Review: 2.39 (119 vote)
  • Summary: The application of Big Data is analyzed in order to support some security activities and conceptual models to generate knowledge that can be used for the 
  • Source: https://www.semanticscholar.org/paper/Application-of-Big-Data-Analytic-in-Cybersecurity-Andrade-Ontaneda/259a162c1fdc97668932e28a1f40f34880e638d3

18 Big Data Analytics: A Weapon Against Rising Cyber Security Attacks

  • Author: bigdataanalyticsnews.com
  • Published: 09/12/2021
  • Review: 2.25 (74 vote)
  • Summary: · The combination of big data analytics, network traffic, system events, and logs can help organizations to discover anomalies and malicious 
  • Source: https://bigdataanalyticsnews.com/big-data-analytics-weapon-against-cyber-security-attacks/

19 Big Data Analytics for Cyber Security and Advance Persistent Threat

  • Author: frontiersin.org
  • Published: 06/11/2022
  • Review: 2.08 (114 vote)
  • Summary: Moreover, with the proliferation of the Internet, Cellular networks, Smartphones, IoT, social media, etc., today we are generating more data than ever before
  • Source: https://www.frontiersin.org/research-topics/37830/big-data-analytics-for-cyber-security-and-advance-persistent-threat-intelligence

20 What is Cyber Security Analytics? – Riverbed

  • Author: riverbed.com
  • Published: 12/23/2021
  • Review: 2.01 (200 vote)
  • Summary: Cyber security analytics is an approach to security monitoring that leverages big data and machine learning / analytics to normalize and analyze network 
  • Source: https://www.riverbed.com/faq/what-is-cyber-security-analytics.html

21 Big Data Security Analytics: A Weapon Against Cyber … – BI Survey

  • Author: bi-survey.com
  • Published: 04/06/2022
  • Review: 1.87 (64 vote)
  • Summary: · By filtering out the statistical noise, big data security analytics can reduce massive flows of raw security events to a manageable number of 
  • Source: https://bi-survey.com/big-data-security-analytics

22 Cybersecurity data science: an overview from machine learning

  • Author: journalofbigdata.springeropen.com
  • Published: 02/25/2022
  • Review: 1.83 (73 vote)
  • Summary: · Although several researchers use various data analysis and learning techniques to build cybersecurity models that are summarized in “Machine 
  • Source: https://journalofbigdata.springeropen.com/articles/10.1186/s40537-020-00318-5