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Since the late 1990s, machine learning (ML) has been applied to automate the process of building models for detecting malware and attacks. The benefit of machine learning is its ability to generalize over a population of samples. Which of the following is an example of machine learning? After providing an ML algorithm samples of different malware families for 'training', the resultant model can classify new, unseen malware as belonging to one of those families Instructions, control flow graphs, and call graphs system call sequences and other statistics (e.g., frequency and existence of system calls), system call parameters, data flow graphs & network payload features Both B and C are examples of machine learning

Since the late 1990s, machine learning (ML) has been applied to automate the process of building models for detecting malware and attacks. The benefit of machine learning is its ability to generalize over a population of samples. Which of the following is an example of machine learning? After providing an ML algorithm samples of different malware families for 'training', the resultant model can classify new, unseen malware as belonging to one of those families Instructions, control flow graphs, and call graphs system call sequences and other statistics (e.g., frequency and existence of system calls), system call parameters, data flow graphs & network payload features Both B and C are examples of machine learning

Computer Networking: A Top-Down Approach (7th Edition)
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Since the late 1990s, machine learning (ML) has been applied to automate the process of building models for detecting malware and attacks. The benefit of machine learning is its ability to generalize over a population of samples. Which of the following is an example of machine learning? After providing an ML algorithm samples of different malware families for 'training', the resultant model can classify new, unseen malware as belonging to one of those families Instructions, control flow graphs, and call graphs system call sequences and other statistics (e.g., frequency and existence of system calls), system call parameters, data flow graphs & network payload features Both B and C are examples of machine learning
Transcribed Image Text:Since the late 1990s, machine learning (ML) has been applied to automate the process of building models for detecting malware and attacks. The benefit of machine learning is its ability to generalize over a population of samples. Which of the following is an example of machine learning? After providing an ML algorithm samples of different malware families for 'training', the resultant model can classify new, unseen malware as belonging to one of those families Instructions, control flow graphs, and call graphs system call sequences and other statistics (e.g., frequency and existence of system calls), system call parameters, data flow graphs & network payload features Both B and C are examples of machine learning
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