We may earn an affiliate commission when you visit our partners.
Malware Detection and Analysis with Python
Cristian Pascariu
Cristian Pascariu
Malware triage and classification can become time-consuming. This course will teach you automate malware
analysis with Python.
Read more
Malware triage and classification can become time-consuming. This course will teach you automate malware analysis with Python.
Read more
Malware triage and classification can become time-consuming. This course will teach you automate malware analysis with Python.
Organizations are faced with a high volume of threats on a daily basis, with defenders having a finite capacity to investigate these threats by performing manual analysis and correlation. In this course, Malware Detection and Analysis with Python, you’ll learn to automate malware triage, detection, and analysis. First, you’ll explore some of the core packages such as yara-python that facilitate triage and classification. Next, you’ll discover how to interact with 3rd-party services to establish the file disposition/reputation. Finally, you’ll learn how to extract artifacts and indicators from files to enable more in- depth analysis. When you’re finished with this course, you’ll have the skills and knowledge of python scripting and automation needed to uplift malware detection and analysis workflows and capabilities.
Register for this course and see more details by visiting:
OpenCourser.com/course/rh3ccp/malware
What's inside
Syllabus
Course Overview
Detecting Malicious Files with Python
Conducting Malware Analysis with Python
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Develops critical skills in malware detection and analysis, beneficial for cybersecurity enthusiasts and professionals
Emphasizes hands-on methods, providing practical experience in malware analysis
Covers foundational topics like triage, detection, and analysis, making it suitable for beginners
Utilizes popular Python packages like Yara-Python, familiarizing learners with industry-standard tools
Taught by Cristian Pascariu, an experienced cybersecurity professional
Suitable for learners seeking to enhance their knowledge and skills in malware analysis using Python
Save this course
Save Malware Detection and Analysis with Python to your list so you can find it easily later:
Save
Save
Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Malware Detection and Analysis with Python with these
activities:
Review Python basics
Show steps
Solidify your foundational knowledge of Python before starting the course.
Browse courses on
Python
Show steps
-
Go through your notes or textbooks
-
Complete practice exercises
-
Take a practice quiz
Organize and review course materials
Show steps
Maximize your success in the course by organizing and familiarizing yourself with the course materials.
Browse courses on
Organization
Show steps
-
Set up a system for organizing your notes
-
Review the syllabus and identify key concepts
-
Preview the assigned readings and videos
Connect with experienced professionals in the field
Show steps
Gain insights and guidance from experienced professionals in the field of malware analysis.
Browse courses on
Malware Analysis
Show steps
-
Identify potential mentors through online platforms or professional networks
-
Reach out to potential mentors and express your interest
-
Schedule meetings or calls to connect with your mentors
Nine other activities
Expand to see all activities and additional details
Show all 12 activities
Review basic Python programming skills
Show steps
Review the basics of Python programming to enhance your understanding of malware analysis concepts.
Browse courses on
Python
Show steps
-
Revise core Python concepts such as variables, data types, and control flow.
-
Practice writing simple Python scripts.
Follow tutorials on using third-party services for file reputation analysis
Show steps
Enhance your understanding of file reputation analysis by completing guided tutorials.
Browse courses on
Malware Analysis
Show steps
-
Identify reputable sources for tutorials on file reputation analysis
-
Follow the instructions in the tutorials
-
Experiment with the different methods and techniques
Work through practice problems related to Yara rules
Show steps
Refine your understanding of Yara rules by applying them to practice problems.
Show steps
-
Find practice problems online or in textbooks
-
Apply Yara rules to the practice problems
-
Check your answers against the provided solutions
Analyze malicious files using yara-python
Show steps
Sharpen your malware analysis skills by applying yara-python to identify malicious files.
Browse courses on
Malware Analysis
Show steps
-
Install yara-python and learn its basic syntax.
-
Write yara rules to detect specific malware characteristics.
-
Test your rules on a dataset of malicious files.
Create a presentation on malware analysis best practices
Show steps
Solidify your understanding of malware analysis best practices by presenting them to others.
Browse courses on
Malware Analysis
Show steps
-
Research malware analysis best practices
-
Organize and structure your presentation
-
Create visuals and supporting materials
-
Practice your presentation
Develop a Python script to automate the analysis of a specific type of malware
Show steps
Apply your learning by creating a practical tool tailored to a specific malware analysis task.
Browse courses on
Malware Analysis
Show steps
-
Identify a specific type of malware to focus on
-
Research existing techniques for analyzing this type of malware
-
Design and develop a Python script to automate the analysis process
-
Test and refine your script
Attend a workshop on advanced malware analysis
Show steps
Deepen your understanding of malware analysis by participating in a workshop led by industry experts.
Show steps
-
Research and identify relevant workshops.
-
Apply and register for the workshop.
-
Attend the workshop and actively participate in discussions.
Write a blog post on malware triage techniques
Show steps
Solidify your understanding of malware triage by creating a blog post that explains the techniques you've learned in the course.
Show steps
-
Research different malware triage techniques.
-
Organize your findings into a coherent outline.
-
Write and edit the blog post, ensuring clarity and accuracy.
Write a blog post or article on a specific malware analysis technique
Show steps
Deepen your understanding of a chosen malware analysis technique by teaching it to others through writing.
Browse courses on
Malware Detection
Show steps
-
Choose a specific malware analysis technique to focus on
-
Research the technique thoroughly
-
Write a clear and concise blog post or article
-
Share your writing with others
Review Python basics
Show steps
Solidify your foundational knowledge of Python before starting the course.
Browse courses on
Python
Show steps
Show steps
Show steps
- Go through your notes or textbooks
- Complete practice exercises
- Take a practice quiz
Organize and review course materials
Show steps
Maximize your success in the course by organizing and familiarizing yourself with the course materials.
Browse courses on
Organization
Show steps
Show steps
Show steps
- Set up a system for organizing your notes
- Review the syllabus and identify key concepts
- Preview the assigned readings and videos
Connect with experienced professionals in the field
Show steps
Gain insights and guidance from experienced professionals in the field of malware analysis.
Browse courses on
Malware Analysis
Show steps
Show steps
Show steps
- Identify potential mentors through online platforms or professional networks
- Reach out to potential mentors and express your interest
- Schedule meetings or calls to connect with your mentors
Nine other activities
Expand to see all activities and additional details
Show all 12 activities
Review basic Python programming skills
Show steps
Review the basics of Python programming to enhance your understanding of malware analysis concepts.
Browse courses on
Python
Show steps
Show steps
Show steps
- Revise core Python concepts such as variables, data types, and control flow.
- Practice writing simple Python scripts.
Follow tutorials on using third-party services for file reputation analysis
Show steps
Enhance your understanding of file reputation analysis by completing guided tutorials.
Browse courses on
Malware Analysis
Show steps
Show steps
Show steps
- Identify reputable sources for tutorials on file reputation analysis
- Follow the instructions in the tutorials
- Experiment with the different methods and techniques
Work through practice problems related to Yara rules
Show steps
Refine your understanding of Yara rules by applying them to practice problems.
Show steps
Show steps
Show steps
- Find practice problems online or in textbooks
- Apply Yara rules to the practice problems
- Check your answers against the provided solutions
Analyze malicious files using yara-python
Show steps
Sharpen your malware analysis skills by applying yara-python to identify malicious files.
Browse courses on
Malware Analysis
Show steps
Show steps
Show steps
- Install yara-python and learn its basic syntax.
- Write yara rules to detect specific malware characteristics.
- Test your rules on a dataset of malicious files.
Create a presentation on malware analysis best practices
Show steps
Solidify your understanding of malware analysis best practices by presenting them to others.
Browse courses on
Malware Analysis
Show steps
Show steps
Show steps
- Research malware analysis best practices
- Organize and structure your presentation
- Create visuals and supporting materials
- Practice your presentation
Develop a Python script to automate the analysis of a specific type of malware
Show steps
Apply your learning by creating a practical tool tailored to a specific malware analysis task.
Browse courses on
Malware Analysis
Show steps
Show steps
Show steps
- Identify a specific type of malware to focus on
- Research existing techniques for analyzing this type of malware
- Design and develop a Python script to automate the analysis process
- Test and refine your script
Attend a workshop on advanced malware analysis
Show steps
Deepen your understanding of malware analysis by participating in a workshop led by industry experts.
Show steps
Show steps
Show steps
- Research and identify relevant workshops.
- Apply and register for the workshop.
- Attend the workshop and actively participate in discussions.
Write a blog post on malware triage techniques
Show steps
Solidify your understanding of malware triage by creating a blog post that explains the techniques you've learned in the course.
Show steps
Show steps
Show steps
- Research different malware triage techniques.
- Organize your findings into a coherent outline.
- Write and edit the blog post, ensuring clarity and accuracy.
Write a blog post or article on a specific malware analysis technique
Show steps
Deepen your understanding of a chosen malware analysis technique by teaching it to others through writing.
Browse courses on
Malware Detection
Show steps
Show steps
Show steps
- Choose a specific malware analysis technique to focus on
- Research the technique thoroughly
- Write a clear and concise blog post or article
- Share your writing with others
Career center
Learners who complete Malware Detection and Analysis with Python will develop knowledge and skills
that may be useful to these careers:
Malware Analyst
Malware Analyst
Malware Analysts investigate and mitigate the risks associated with malicious software. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Malware Analyst.
Cybersecurity Analyst
Cybersecurity Analyst
Cybersecurity Analysts are responsible for protecting an organization's computer systems and networks from unauthorized access, use, disclosure, disruption, modification, or destruction. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Cybersecurity Analyst.
Incident Responder
Incident Responder
Incident Responders are responsible for responding to and mitigating security incidents. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as an Incident Responder.
Security Engineer
Security Engineer
Security Engineers design, implement, and manage security solutions to protect an organization's computer systems and networks. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Security Engineer.
Penetration Tester
Penetration Tester
Penetration Testers are responsible for testing the security of an organization's computer systems and networks by simulating attacks. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Penetration Tester.
Forensic Analyst
Forensic Analyst
Forensic Analysts investigate computer crimes and collect evidence. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Forensic Analyst.
Vulnerability Researcher
Vulnerability Researcher
Vulnerability Researchers identify and report vulnerabilities in software and systems. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Vulnerability Researcher.
Threat Intelligence Analyst
Threat Intelligence Analyst
Threat Intelligence Analysts collect and analyze information about threats to an organization's computer systems and networks. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Threat Intelligence Analyst.
Cybersecurity Manager
Cybersecurity Manager
Cybersecurity Managers are responsible for planning, directing, and coordinating the security of an organization's computer systems and networks. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Cybersecurity Manager.
Chief Information Security Officer (CISO)
Chief Information Security Officer (CISO)
Chief Information Security Officers (CISOs) are responsible for overseeing the security of an organization's computer systems and networks. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a CISO.
IT Auditor
IT Auditor
IT Auditors evaluate the security of an organization's computer systems and networks. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as an IT Auditor.
Information Security Consultant
Information Security Consultant
Information Security Consultants provide advice and guidance on security matters to organizations. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as an Information Security Consultant.
Cybercrime Investigator
Cybercrime Investigator
Cybercrime Investigators investigate and prosecute cybercrimes. This course can help you develop the skills needed to succeed in this role by providing a foundation in malware detection and analysis with Python. You will learn how to use Python to automate malware triage, detection, and analysis, which can help you to improve your efficiency and effectiveness as a Cybercrime Investigator.
Data Scientist
Data Scientist
Data Scientists use data to solve problems and make predictions. This course may be useful for developing skills in using Python to analyze data, which can be helpful for Data Scientists in a variety of industries.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course may be useful for developing skills in using Python to develop software, which can be helpful for Software Engineers in a variety of industries.
For more career information including salaries, visit:
OpenCourser.com/course/rh3ccp/malware
Reading list
We've selected six 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
Malware Detection and Analysis with Python.
Save
Provides an in-depth look at reverse engineering techniques, which are essential for understanding and analyzing malware.
Save
Offers a captivating and real-world account of malware detection and investigation, providing historical context and insights into the field.
Provides a comprehensive overview of Python scripting for security professionals, covering topics relevant to malware analysis.
Provides insights into memory forensics techniques, which are valuable for detecting and analyzing malware.
Provides a comprehensive reference on cryptography, essential for understanding the encryption and decryption techniques used in malware.
Provides a hands-on introduction to deep learning using Python, which is valuable for exploring advanced malware analysis techniques.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/rh3ccp/malware
Share
Similar courses
Here are nine courses similar to
Malware Detection and Analysis with Python.
Security Event Triage: Analyzing Live System Process and Files
OpenCourser.com/course/oouv7q/security
Security Event Triage: Analyzing Live System Process and...
Most relevant
Monitor and Detect with IBM Security QRadar
OpenCourser.com/course/m83muq/monitor
Monitor and Detect with IBM Security QRadar
Most relevant
Network Analysis with Real Intelligence Threat Analytics (RITA)
OpenCourser.com/course/3rkkj3/network
Network Analysis with Real Intelligence Threat Analytics...
Most relevant
File Analysis with LOKI
OpenCourser.com/course/x5f0lj/file
File Analysis with LOKI
Most relevant
Incident Response: Detection and Analysis
OpenCourser.com/course/qcfqtm/incident
Incident Response: Detection and Analysis
Most relevant
Incident Response: Containment, Eradication and Recovery
OpenCourser.com/course/pmf1wn/incident
Incident Response: Containment, Eradication and Recovery
Most relevant
Configuring Firepower Threat Defense (FTD) Integrations
OpenCourser.com/course/fn4l3g/configuring
Configuring Firepower Threat Defense (FTD) Integrations
Most relevant
Security Event Triage: Statistical Baselining with SIEM Data Integration
OpenCourser.com/course/e3unas/security
Security Event Triage: Statistical Baselining with SIEM...
Most relevant
Security Event Triage: Operationalizing Security Analysis
OpenCourser.com/course/g974uf/security
Security Event Triage: Operationalizing Security Analysis
Most relevant
Time
68 hours
Level
Intermediate
Via
Pluralsight
Instructor
Cristian Pascariu
Language
English
Good to know
Develops critical skills in malware detection and analysis, beneficial for cybersecurity enthusiasts and professionals
Emphasizes hands-on methods, providing practical experience in malware analysis
Covers foundational topics like triage, detection, and analysis, making it suitable for beginners
Utilizes popular Python packages like Yara-Python, familiarizing learners with industry-standard tools
Taught by Cristian Pascariu, an experienced cybersecurity professional
Suitable for learners seeking to enhance their knowledge and skills in malware analysis using Python
Our mission
OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.
Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.
Find this site helpful? Tell a friend about us.
Affiliate disclosure
We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.
Your purchases help us maintain our catalog and keep our servers humming without ads.
Thank you for supporting OpenCourser.
© 2016 - 2024 OpenCourser