Machine Learning in Cybersecurity

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Machine Learning in Cybersecurity
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No matter the size of the organization,
cybersecurity plays a vital role in securing all
confidential data from cyber attacks. Along with
cybersecurity, booming technologies like Machine
Learning, Artificial Intelligence, and Data
Science are being used in cybersecurity to
provide efficiency in terms of security. This
comprehensive blog is all about how Machine
Learning helps cybersecurity.
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• What is Machine Learning?
• Machine learning is a subset of Artificial
  Intelligence that uses statistical methods
  allowing machines to improve with experience.
  Machine Learning algorithms are designed to learn
  and improve from experience in identifying and
  adopting the data patterns to make data-driven
  predictions. These predictions play a significant
  role in making data-driven decisions and
  mitigating human errors.
• How is Machine Learning used in Cybersecurity?
• Cybersecurity can be effective, proactive, and
  less expensive using Machine Learning. It allows
  machines to analyze the pattern of attacks, learn
  from them to prevent similar attacks, and respond
  actively in real-time. Machine learning helps
  recognize patterns and predict cyber threats in
  massive data sets. It can reduce the time spent
  identifying the attacks by automating the
  analysis and allowing organizations to use
  resources strategically.
• Application of Machine Learning in Cybersecurity
• The following are some of the applications of
  machine learning in real-time
• Detecting the Cyber Threats
• Machine learning helps detect cyber threats by
  continuously monitoring the network behavior for
  malicious activities. It processes a massive
  amount of data to identify the security incidents
  in the network or system.

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• Defending Threats
• Machine Learning is used to identify and defend
  against security incidents using Machine learning
  models such as Support Vector Machine (SVM),
  Naive Bayes, Deep Neural Networks, Decision tree,
  etc.
• Enhances Human Analysis
• Machine learning helps humans detect malicious
  attacks, analyze the network, assess
  vulnerability, and provide endpoint protection.
  It helps to drive effective decisions to respond
  against cyber threats.
• Automate Tasks
• Automating tasks using machine learning models
  helps businesses to accomplish the tasks such as
  detecting malware, analyzing vulnerabilities,
  enhancing threat detection techniques, and
  simplifying the work.
• Monitoring Emails
• Machine learning models and algorithms are used
  to identify the patterns to uncover malicious
  emails. It helps to mitigate phishing attacks and
  uses the Natural learning process to scan the
  emails to identify malicious activity.
• Endpoint Malware Protection
• Machine learning algorithms help to improve
  endpoint security by supporting the malware
  protection workflows. It helps to detect and
  mitigate malware attacks in the network
  environment.

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About InfosecTrain InfosecTrain is a global
provider of IT Training and consultancy in a wide
range of Cybersecurity and Information security
domains. It offers instructor-led training
programs on various well-known cybersecurity
certification courses for beginners and
experienced professionals to enhance their
careers in cybersecurity. To know more, check out
our courses and enroll now.  
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About InfosecTrain

• Established in 2016, we are one of the finest
  Security and Technology Training and Consulting
  company
• Wide range of professional training programs,
  certifications consulting services in the IT
  and Cyber Security domain
• High-quality technical services, certifications
  or customized training programs curated with
  professionals of over 15 years of combined
  experience in the domain

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