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Generative AI Techniques for Cyber Defense
Cristian Pascariu
Cristian Pascariu
Generative AI is taking over multiple industry sectors including cyber. This course will teach you how to leverage generative AI to improve defensive capabilities.
Read more
Generative AI is taking over multiple industry sectors including cyber. This course will teach you how to leverage generative AI to improve defensive capabilities.
Read more
Generative AI is taking over multiple industry sectors including cyber. This course will teach you how to leverage generative AI to improve defensive capabilities.
Building and testing detections can become a time consuming task. In this course, Generative AI Techniques for Cyber Defense, you’ll learn to leverage generative AI to improve your abilities to build and test detections. First, you’ll explore the areas of opportunity where AI can be applied to get effective and useful results. Next, you’ll discover how to avoid disclosing sensitive data. Finally, you’ll learn how to build and test rules and detection with the help of AI. When you’re finished with this course, you’ll have the skills and knowledge of incorporating generative AI in your cyber defense strategy needed to future-proof the resilience of your organization against new emerging threats.
Register for this course and see more details by visiting:
OpenCourser.com/course/67b5je/generative
What's inside
Syllabus
Course Overview
Harnessing Gen AI for Cyber Defense
Enhancing Detection Engineering with Gen AI Techniques
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Taught by Cristian Pascariu, a recognized expert in cybersecurity with over 15 years of experience building and testing detection
Explores innovative applications of generative AI to tackle cybersecurity challenges
Suitable for cybersecurity professionals looking to enhance their detection engineering capabilities
Provides practical guidance on leveraging generative AI to improve detection accuracy and efficiency
Requires familiarity with cybersecurity concepts and detection engineering techniques
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Activities
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We're preparing activities for
Generative AI Techniques for Cyber Defense.
These are activities you can do either before, during, or after a course.
Career center
Learners who complete Generative AI Techniques for Cyber Defense will develop knowledge and skills
that may be useful to these careers:
Incident Responder
Incident Responder
An Incident Responder investigates and responds to security incidents. They may also develop and implement incident response plans. This course would be extremely helpful to this professional, providing them with a deep dive into Generative AI Techniques for Cyber Defense.
Ethical Hacker
Ethical Hacker
An Ethical Hacker uses their hacking skills to help organizations improve their security. They may also conduct security audits and assessments. This course would be extremely useful to this kind of professional, as it provides advanced knowledge in Generative AI Techniques for Cyber Defense.
Security Manager
Security Manager
A Security Manager oversees an organization's security program. They may also develop and implement security policies and procedures. Generative AI techniques are transforming the field of cybersecurity, and this course would put this professional at the forefront of those changes.
Security Consultant
Security Consultant
A Security Consultant provides advice and guidance to organizations on how to improve their security posture. They may also conduct security audits and assessments. The ability to leverage the latest strategies and techniques in generative AI could set this type of professional apart from the competition, and this course provides an excellent foundation in that.
Information Assurance Analyst
Information Assurance Analyst
An Information Assurance Analyst develops and implements security measures to protect an organization's information assets. They may also conduct security audits and assessments. This course would be beneficial to a professional in this field, equipping them to leverage generative AI to their advantage.
Security Architect
Security Architect
A Security Architect designs and manages an organization's security infrastructure, including firewalls, intrusion detection systems, and access control systems. This course, with its focus on Generative AI Techniques for Cyber Defense, would be extremely useful in providing this professional with the knowledge and skills needed to stay ahead in the field.
Malware Analyst
Malware Analyst
A Malware Analyst investigates and analyzes malware to understand how it works and how to protect against it. This course would be very helpful to this type of professional, improving their abilities to build and test detections.
Information Security Analyst
Information Security Analyst
An Information Security Analyst identifies and assesses security risks to an organization's systems and data. They develop and implement security measures to protect against these risks. This course would provide this type of professional the tools to leverage generative AI to improve their abilities to build and test detections.
Penetration Tester
Penetration Tester
A Penetration Tester attempts to hack into an organization's systems to identify vulnerabilities. They then report these vulnerabilities to the organization so that they can be fixed. This course would help equip this type of professional with the latest techniques in their field.
Cyber Security Engineer
Cyber Security Engineer
A Cyber Security Engineer utilizes their knowledge of information technology (IT) to design, implement, and maintain secure computer networks. They use state-of-the-art tools to prevent unauthorized access to data and systems. This course would be particularly valuable to this professional, as it would enhance their capabilities to build and test rules and detections with the help of generative AI.
Computer Network Architect
Computer Network Architect
A Computer Network Architect designs and implements computer networks. They may also manage and maintain network infrastructure. The skills and knowledge taught in this course may be applicable to this type of professional.
Network Security Engineer
Network Security Engineer
A Network Security Engineer designs and implements security measures for computer networks. They may also monitor and maintain network security systems. This course may assist this type of professional in enhancing their cybersecurity knowledge.
Cryptographer
Cryptographer
A Cryptographer designs and implements methods for encrypting and decrypting data. They also develop protocols for secure communication. The skills and techniques taught in this course may be useful to this type of professional.
Forensic Computer Analyst
Forensic Computer Analyst
A Forensic Computer Analyst investigates computer crimes and provides expert testimony in court. They may also recover data from damaged or compromised computer systems. This course might be useful for a professional in this field.
Risk Analyst
Risk Analyst
A Risk Analyst identifies and assesses risks to an organization's assets. They may also develop and implement risk management plans. This course would help introduce generative AI principles into the risk assessment process.
For more career information including salaries, visit:
OpenCourser.com/course/67b5je/generative
Reading list
We've selected five books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Generative AI Techniques for Cyber Defense.
This classic work provides a thorough foundation in security engineering principles, complementing the course's focus on defensive techniques.
Will provide you with a comprehensive overview of the different aspects of cyber security. It will cover a variety of topics, including risk assessment, security controls, and incident response.
Provides a comprehensive overview of the different aspects of cyber security. It covers a variety of topics, including cyber threats, cyber attacks, and cyber security controls.
This comprehensive guide to machine learning techniques using popular libraries can serve as a valuable resource for understanding the technical aspects of the course.
Provides a comprehensive guide to cybersecurity operations, including topics such as incident response, threat intelligence, and vulnerability management.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/67b5je/generative
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Time
42 hours
Level
Intermediate
Via
Pluralsight
Instructor
Cristian Pascariu
Language
English
Good to know
Taught by Cristian Pascariu, a recognized expert in cybersecurity with over 15 years of experience building and testing detection
Explores innovative applications of generative AI to tackle cybersecurity challenges
Suitable for cybersecurity professionals looking to enhance their detection engineering capabilities
Provides practical guidance on leveraging generative AI to improve detection accuracy and efficiency
Requires familiarity with cybersecurity concepts and detection engineering techniques
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