List of 24 cyber security and deep learning

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1 Full article: Cybersecurity Deep: Approaches, Attacks Dataset, and

Table of Contents

  • Author: tandfonline.com
  • Published: 11/04/2021
  • Review: 4.96 (787 vote)
  • Summary: The deep learning techniques analyzed in this study are convolution neural networks, recurrent 
  • Source: https://www.tandfonline.com/doi/full/10.1080/08839514.2022.2055399

2 [PDF] Deep Neural Network for Cyber Security Use Cases … – arXiv

  • Author: arxiv.org
  • Published: 06/04/2022
  • Review: 4.71 (285 vote)
  • Summary: Keywords: machine learning, deep learning, deep neural networks, cyber security. 1 Introduction. In this era of technical modernization, explosion of new 
  • Source: https://arxiv.org/pdf/1812.03519

3 Using deep learning to solve computer security challenges: a survey

  • Author: cybersecurity.springeropen.com
  • Published: 03/27/2022
  • Review: 4.42 (367 vote)
  • Summary: · Data representation (or feature engineering) plays an important role in solving security problems with Deep Learning. This is because data 
  • Source: https://cybersecurity.springeropen.com/articles/10.1186/s42400-020-00055-5

4 5 Amazing Applications of Deep Learning in Cybersecurity – Datto

  • Author: datto.com
  • Published: 10/10/2021
  • Review: 4.39 (215 vote)
  • Summary: · 5 Amazing Applications of Deep Learning in Cybersecurity · 1. Intrusion Detection and Prevention Systems (IDS/IPS) · 2. Dealing with Malware · 3
  • Source: https://www.datto.com/blog/5-amazing-applications-of-deep-learning-in-cybersecurity

5 Why Deep Learning Is the Only Option for Preventing The Threats of

  • Author: cyberstartupobservatory.com
  • Published: 01/11/2022
  • Review: 4.15 (515 vote)
  • Summary: Thus, deep learning is unique among all other cybersecurity approaches and is best positioned for handling unknowns. In fact, deep learning has a specific 
  • Source: https://cyberstartupobservatory.com/why-deep-learning-is-the-only-option-for-preventing-the-threats-of-tomorrow/

6 What Is Machine Learning in Security? – Cisco

  • Author: cisco.com
  • Published: 02/24/2022
  • Review: 3.88 (316 vote)
  • Summary: In security, machine learning continuously learns by analyzing data to find patterns so we can better detect malware in encrypted traffic, find insider threats, 
  • Source: https://www.cisco.com/c/en/us/products/security/machine-learning-security.html

7 Advances in Deep Learning Methods for Cyber Attack Recognition

  • Author: hindawi.com
  • Published: 12/17/2021
  • Review: 3.75 (393 vote)
  • Summary: With reasonable performance, this network can identify both known and unknown threats. Deep neural networks are capable of self-learning and detection of 
  • Source: https://www.hindawi.com/journals/scn/si/375045/

8 AI (Artificial Intelligence) and Machine Learning in the Cybersecurity

  • Author: fortinet.com
  • Published: 08/18/2021
  • Review: 3.47 (268 vote)
  • Summary: · Machine learning and artificial intelligence have become prominent in the cybersecurity world in the last decade. Our CTO Collective blog 
  • Source: https://www.fortinet.com/blog/business-and-technology/battle-ai-ml-cybersecurity-world

9 Machine Learning In Cybersecurity: 7 Real-Life Examples | Built In

  • Author: builtin.com
  • Published: 11/27/2021
  • Review: 3.27 (244 vote)
  • Summary: Machine learning has become a vital technology for cybersecurity. Machine learning preemptively stamps out cyber threats and bolsters security infrastructure 
  • Source: https://builtin.com/artificial-intelligence/machine-learning-cybersecurity

10 Deep Instinct | Deep Learning AI Cybersecurity Platform

  • Author: deepinstinct.com
  • Published: 03/13/2022
  • Review: 3.17 (399 vote)
  • Summary: Deep Instinct takes a prevention-first approach to stopping ransomware and other malware using the world’s first and only purpose-built, deep learning 
  • Source: https://www.deepinstinct.com/

11 Machine Learning for Cybersecurity 101 – Towards Data Science

  • Author: towardsdatascience.com
  • Published: 09/17/2021
  • Review: 2.97 (134 vote)
  • Summary: · Unfortunately, machine learning will never be a silver bullet for cybersecurity compared to image recognition or natural language processing, 
  • Source: https://towardsdatascience.com/machine-learning-for-cybersecurity-101-7822b802790b

12 5 Top Machine Learning Use Cases for Security

  • Author: mdsny.com
  • Published: 12/20/2021
  • Review: 2.78 (92 vote)
  • Summary: In principle, machine learning can help businesses better analyze threats and respond to attacks and security incidents. It could also help to automate more 
  • Source: https://www.mdsny.com/5-top-machine-learning-use-cases-for-security/

13 ‘Deep learning is a completely terrible idea for security,’ says

  • Author: fortune.com
  • Published: 04/12/2022
  • Review: 2.71 (198 vote)
  • Summary: · Zulfikar Ramzan, the former chief technology officer for cybersecurity giant RSA, holds a controversial belief regarding artificial 
  • Source: https://fortune.com/2022/02/22/deep-learning-artificial-intelligence-cybersecurity/

14 How Machine Learning (ML) Benefits Cyber Security – SecurityHQ

  • Author: securityhq.com
  • Published: 03/02/2022
  • Review: 2.57 (59 vote)
  • Summary: Machine learning algorithms are used in applications to detect and respond to attacks. This can be achieved by analysing big data sets of security events and 
  • Source: https://www.securityhq.com/blog/debunking-the-myths-how-machine-learning-ml-benefits-cyber-security/

15 How AI and Machine Learning Are Improving Cybersecurity – SailPoint

  • Author: sailpoint.com
  • Published: 04/11/2022
  • Review: 2.5 (87 vote)
  • Summary: · AI and machine learning makes it possible to learn about and analyze potential cyber threats in real-time. And they employ algorithms to build 
  • Source: https://www.sailpoint.com/identity-library/how-ai-and-machine-learning-are-improving-cybersecurity/

16 Deep Learning Algorithms for Cybersecurity Applications

  • Author: sciencedirect.com
  • Published: 05/13/2022
  • Review: 2.31 (56 vote)
  • Summary: The deep learning techniques can process a vast amount of information present in the cybersecurity datasets efficiently by withstanding the attacks [11]. Hence, 
  • Source: https://www.sciencedirect.com/science/article/pii/S1574013720304172

17 (PDF) Deep Learning in Cybersecurity: Challenges and Approaches

  • Author: researchgate.net
  • Published: 10/17/2021
  • Review: 2.29 (187 vote)
  • Summary: · cybersecurity solutions developed on deep learning are described.. Anomaly Detection, Cyberattack, Cybersecurity, Deep Learning 
  • Source: https://www.researchgate.net/publication/339816258_Deep_Learning_in_Cybersecurity_Challenges_and_Approaches

18 Top 10 Applications of Deep Learning in Cybersecurity in 2022

  • Author: analyticsinsight.net
  • Published: 06/11/2022
  • Review: 2.27 (71 vote)
  • Summary: · Deep learning in cybersecurity can help humans to detect malicious attacks, endpoint protection, analyze the network, and do vulnerability 
  • Source: https://www.analyticsinsight.net/top-10-applications-of-deep-learning-in-cybersecurity-in-2022/

19 Machine Learning and Cybersecurity

  • Author: cset.georgetown.edu
  • Published: 02/12/2022
  • Review: 2.05 (174 vote)
  • Summary: Executive Summary · Machine learning can help defenders more accurately detect and triage potential attacks. · A wide range of specific tasks could be fully or 
  • Source: https://cset.georgetown.edu/publication/machine-learning-and-cybersecurity/

20 The Growing Role of Machine Learning in Cybersecurity

  • Author: securityroundtable.org
  • Published: 04/19/2022
  • Review: 1.91 (183 vote)
  • Summary: Several reasons. With machine learning, cybersecurity systems can analyze patterns and learn from them to help prevent similar attacks and respond to changing 
  • Source: https://www.securityroundtable.org/the-growing-role-of-machine-learning-in-cybersecurity/

21 Deep Cybersecurity: A Comprehensive Overview from Neural

  • Author: link.springer.com
  • Published: 09/30/2021
  • Review: 1.81 (103 vote)
  • Summary: · These neural networks and deep learning techniques or their ensembles and hybrid security models can be used to intelligently tackle different 
  • Source: https://link.springer.com/article/10.1007/s42979-021-00535-6

22 Applying The Power Of Deep Learning To Cybersecurity – Forbes

  • Author: forbes.com
  • Published: 01/09/2022
  • Review: 1.82 (131 vote)
  • Summary: · AI (Artificial Intelligence) concept. Deep Instinct applies deep learning to cybersecurity—going beyond what machine learning can … [+] 
  • Source: https://www.forbes.com/sites/tonybradley/2021/10/13/applying-the-power-of-deep-learning-to-cybersecurity/

23 On the effectiveness of machine and deep learning for cyber security

  • Author: ieeexplore.ieee.org
  • Published: 04/06/2022
  • Review: 1.68 (94 vote)
  • Summary: Although the complete automation of detection and analysis is an enticing goal, the efficacy of machine learning in cyber security must be evaluated with 
  • Source: https://ieeexplore.ieee.org/document/8405026

24 Deep Learning for Cyber Security Applications: A Comprehensive

  • Author: techrxiv.org
  • Published: 10/31/2021
  • Review: 1.69 (67 vote)
  • Summary: · Hence, cyber security spe-cialists and researchers are exploring cognitive technologiesusing machine learning (ML) and deep learning (DL) 
  • Source: https://www.techrxiv.org/articles/preprint/Deep_Learning_for_Cyber_Security_Applications_A_Comprehensive_Survey/16748161