Apac
  • Home
  • CXO Insights
  • CIO Views
  • News
  • Conferences
  • Newsletter
  • Whitepapers
  • About us
Apac
  • Admired Tech

    Agile

    AI Healthcare

    Artificial Intelligence

    Augmented Reality

    Aviation

    Big Data

    Blockchain

    Cloud

    Cryptocurrency

    Cyber Security

    DevOps

    Digital Transformation

    Drone

    HPC

    Infrared

    Internet of Things

    IT Services

    Marine Tech

    Networking

    PropTech

    Remote Work

    Robotics

    Scheduling Software

    Sensor Tech

    Simulation

    Smart City

    Software Testing

    Startup

    Storage

    Unified Communication

    Web Development

    Wireless

  • Automotive

    Banking

    Capital Market

    Construction

    E-Commerce

    Education

    FinTech

    Food and Beverages

    Gov and Public

    Healthcare

    Insurance

    Legal

    Logistics

    Manufacturing

    Media and Entertainment

    Metals and Mining

    Pharma and Life Science

    Retail

    Sports

    Travel and Hospitality

  • CISCO

    Google

    IBM

    Microsoft

    Oracle

    Salesforce

    SAP

    ServiceNow

  • Business Intelligence

    CEM

    Cloud-based Planning

    Cognitive

    Collaboration

    Compliance

    Contact Center

    Contact Tracing

    Contactless Payments

    Corporate Finance

    CRM

    Custom Software Development

    Data Center

    Digital Signage

    Enterprise Architecture

    Enterprise Asset Management

    Enterprise Communications

    Enterprise Contract Management

    Enterprise Performance Management

    ERP

    Facility Management

    Field Service

    Fleet Management

    Gamification

    HR Technology

    IT Infrastructure

    IT Service Management

    Managed Services

    PLM

    Procurement

    Product Management

    Project Management

    RegTech

    Revenue Management

    Sales Tech

Menu
    • CISCO
    • Collaboration
    • Compliance
    • Contact Center
    • Healthcare
    • IT Service Management
    • Microsoft
    • Retail
    • MORE
    #

    Apac CIO Outlook Weekly Brief

    ×

    Be first to read the latest tech news, Industry Leader's Insights, and CIO interviews of medium and large enterprises exclusively from Apac CIO Outlook

    Subscribe

    loading

    THANK YOU FOR SUBSCRIBING

    • Home
    • News
    • Cyber Security
    Editor's Pick (1 - 4 of 8)
    left
    Cyber Security - Integrated enterprise approach required to address the multifaceted challenges

    Sumit Puri, CIO, Max Healthcare

    Leadership Framework for Building Elite Teams

    Douglas Duncan, CIO, Columbia Insurance Group

    Four Cybersecurity Weak Spots You Should Care About When Others Don't

    Marc Probst, CIO & VP, Intermountain Healthcare

    Secure Text Messaging in an Academic Medical Center - Experience and Lessons

    Kari Cassel, SVP & CIO, UF Health

    It's Time to Turn Security Inside Out

    Gilad Raz, CIO, Varonis

    Top 3 Challenges Growing Businesses Face and How the Cloud Can Help

    Ken Shulman, CIO & CTO, Broadview Networks

    Cloud Security Grows Up

    Kevin Winter, VP & CIO, Booz Allen Hamilton

    Neil Jarvis, CIO, Fujitsu America, Inc

    right

    How AI and ML are Transforming Cyber Defense

    By Apac CIO Outlook | Thursday, October 03, 2019
    Tweet

    The world has become a close-knit place due to the advancing digital transformation. Smart devices and internet have become indispensable for life today. With great power comes great responsibility that is a vulnerability in terms of digitalization. Protecting information and devices from cyber attacks becomes important at this point. Keeping pace with cybersecurity strategies and operations can be a challenge. Cyber threats often take aim at sensitive business data. AI-driven defenses are a standard layer of security, which can assist cybersecurity teams in many stages of defense. The targeted areas where Artificial Intelligence will deliver the great potential for cybersecurity are:

    Triaging

    Artificial Intelligence can reduce false positives. It will add rule-based detection systems with the machine learning methods of clustering, pattern matching, association rules, and data visualization. With these AI can quickly filter out relevant alerts for human monitoring.

    Threat Hunting

    Artificial Intelligence can continuously comb through all system data for searching recurrent patterns, anomalous behavior and to present to threat identification. User behavior analytics products use machine learning on user data. Endpoint threat analytics will analyze endpoint data to detect malware. AI can detect application attacks and frauds using Runtime Application Self Protection.

    Incident Investigation

    Artificial Intelligence can investigate what happened to the assets, who the attackers were, what was the last sequence in the attack chain of the asset. AI can also mine past alerts, network and asset information and relevant data to unfold associations and patterns to present to human investigators.

    Threat Application

    AI can automate the collection of machine-readable data and increase the accuracy and fidelity of this data for each company's specific context. It is also able to collect and apply text analytics and natural language processing o human-readable data with sufficient threat information.

    AI, machine learning and human intelligence should work together for better results. Research is still at an early stage, but AI and ML will be increasingly valuable partners in the future combating of cybercrimes.

    Check out: Top Endpoint Security Consulting Companies 

    tag

    Machine Learning

    Cyber Threats

    ENDPOINT SECURITY

    Natural Language Processing

    Weekly Brief

    loading
    ON THE DECK

    Content Management System 2020

    Top Vendors

    Contactless Payments 2020

    Top Vendors

    Admired Tech 2020

    Top Vendors

    Previous Next

    I agree We use cookies on this website to enhance your user experience. By clicking any link on this page you are giving your consent for us to set cookies. More info

    Read Also

    Four Security Issues in IoT

    Four Security Issues in IoT

    Four Use Cases of AR/VR Technology in Employee Training

    Four Use Cases of AR/VR Technology in Employee Training

    Five Major Trends in Digital Transformation for Businesses

    Five Major Trends in Digital Transformation for Businesses

    How Blockchain Reinvents Regtech

    How Blockchain Reinvents Regtech

    Five AI Technologies to Help Boost Business

    Five AI Technologies to Help Boost Business

    Popular E-Commerce Growth Trends in 2021

    Popular E-Commerce Growth Trends in 2021

    Loading...

    Copyright © 2021 APAC CIOoutlook. All rights reserved. Registration on or use of this site constitutes acceptance of our Terms of Use and Privacy Policy  |  Sitemap |  Subscribe

    follow on linkedinfollow on twitter follow on rss
    This content is copyright protected

    However, if you would like to share the information in this article, you may use the link below:

    https://www.apacciooutlook.com/news/how-ai-and-ml-are-transforming-cyber-defense-nwid-5984.html