Top Applications of ML & AI in Cyber Security

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Top Applications of ML AI in Cyber Security
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Cyber Security Cybersecurity is the act of
defending or protecting computers, servers,
networks, information, or any other electronic
device from harmful attacks. It is crucial to all
organizations, including governments,
corporations, the military, and numerous
financial organizations. Most significantly, they
are all data-driven.
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• Machine Learning (ML)  and Artificial
  Intelligence (AI) Applications in Cybersecurity
• Artificial intelligence (AI) is machine
  intelligence that simulates human behavior or
  thinking and may be educated to solve specific
  issues. Artificial intelligence allows procedures
  to be automated, removing the need for human
  interaction and bias from commercial operations.
  The main advantage of AI in cybersecurity is that
  security professionals can use artificial
  intelligence to analyze network data and identify
  weaknesses to prevent destructive cyberattacks.
• Machine learning, a form of artificial
  intelligence, is increasingly being utilized by
  businesses to improve their security systems.
  Machine learning and artificial intelligence have
  the following applications and assist security
  specialists in detecting malicious attacks.
•  Cyber threat identification 
• Any outgoing and incoming calls and requests to
  the system can be monitored by a cyber threat
  identification system powered by AI and machine
  learning.
• Mobile endpoint security
• Because smartphones, tablets, and laptops are all
  vulnerable to cyber-attacks, machine learning is
  utilized for mobile endpoint protection.
• No zero-day vulnerabilities
• By studying irregularities in network traffic,
  machine learning algorithms can detect zero-day
  attacks. Machine learning is used to eliminate
  vulnerabilities and avoid patch exploitation.

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• AI-based antivirus software
• Antivirus software with machine learning seeks to
  detect viruses and malware based on their
  intrusion rather than their signature. As a
  result, it can handle both common and previously
  encountered dangers, as well as novel threats
  from viruses or malware that have recently been
  produced.
• User behavior modeling 
• Each user's activity, such as login and logout
  habits, can be integrated into the machine
  learning algorithm. The machine learning
  algorithm can then detect when users deviate from
  their usual behavior pattern and warn the
  cybersecurity team.
• Email monitoring 
• It's critical to keep an eye on employees'
  official email accounts to avoid cybersecurity
  assaults such as phishing. Machine learning can
  prevent these phishing traps by monitoring
  employees' professional emails for any traits
  that signal a cybersecurity threat.
• Fighting AI threats
• Many hackers utilize technology, such as machine
  learning to uncover security flaws and attack
  networks. With the use of artificial intelligence
  and machine learning, these types of attacks
  could become even more severe in the future
  unless cybersecurity software incorporates the
  same technologies.

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• Automate tasks
• The main advantage of machine learning is that it
  can automate monotonous jobs, allowing employees
  to focus on more important duties.
• Webshell 
• WebShell is a piece of code that is maliciously
  put into a website to grant access to changes to
  the user's Webroot. Machine learning can assist
  in detecting typical shopping cart activity and
  training the model to distinguish between normal
  and malicious behavior.
• Network risk scoring 
• Machine learning can analyze prior cyber-attack
  statistics and figure out which parts of the
  network are most commonly targeted.
• About InfosecTrain
• InfosecTrain is a well-known training company
  that offers information security training
  courses. Join us for a great experience with our
  industry experts to gain a solid understanding
  of cybersecurity concepts.

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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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