Artificial Intelligence for Cybersecurity
portes grátis
Artificial Intelligence for Cybersecurity
Learn how AI intersects with Cybersecurity and how to develop AI approaches to solve Cybersecurity problems in your organization
Zarras, Apostolis; Kolosnjaji, Bojan; Huang, Xiao; XU, Peng
Packt Publishing Limited
10/2024
Mole
9781805124962
Pré-lançamento - envio 15 a 20 dias após a sua edição
Descrição não disponível.
Table of Contents
Big Data in Cybersecurity
Automation in Cybersecurity
Security Data Analytics
AI, Machine Learning, Statistics - A Taxonomy
AI Problems and Methods
Workflow, tools and libraries in AI Projects
Malware and network intrusion detection and analysis
User and Entity Behavior Analysis
Fraud, Spam, and Phishing detection
User Authentication and Access Control
Threat Intelligence
Anomaly detection in Industrial Control Systems
Data quality
Correlation, Causation, Bias, Variance
Evaluation, monitoring and feedback loop
Learning in a Changing and Adversarial Environment
Privacy, Accountability, Explainability and Trust - Responsible AI
Summary
Where to go from here?
Big Data in Cybersecurity
Automation in Cybersecurity
Security Data Analytics
AI, Machine Learning, Statistics - A Taxonomy
AI Problems and Methods
Workflow, tools and libraries in AI Projects
Malware and network intrusion detection and analysis
User and Entity Behavior Analysis
Fraud, Spam, and Phishing detection
User Authentication and Access Control
Threat Intelligence
Anomaly detection in Industrial Control Systems
Data quality
Correlation, Causation, Bias, Variance
Evaluation, monitoring and feedback loop
Learning in a Changing and Adversarial Environment
Privacy, Accountability, Explainability and Trust - Responsible AI
Summary
Where to go from here?
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Table of Contents
Big Data in Cybersecurity
Automation in Cybersecurity
Security Data Analytics
AI, Machine Learning, Statistics - A Taxonomy
AI Problems and Methods
Workflow, tools and libraries in AI Projects
Malware and network intrusion detection and analysis
User and Entity Behavior Analysis
Fraud, Spam, and Phishing detection
User Authentication and Access Control
Threat Intelligence
Anomaly detection in Industrial Control Systems
Data quality
Correlation, Causation, Bias, Variance
Evaluation, monitoring and feedback loop
Learning in a Changing and Adversarial Environment
Privacy, Accountability, Explainability and Trust - Responsible AI
Summary
Where to go from here?
Big Data in Cybersecurity
Automation in Cybersecurity
Security Data Analytics
AI, Machine Learning, Statistics - A Taxonomy
AI Problems and Methods
Workflow, tools and libraries in AI Projects
Malware and network intrusion detection and analysis
User and Entity Behavior Analysis
Fraud, Spam, and Phishing detection
User Authentication and Access Control
Threat Intelligence
Anomaly detection in Industrial Control Systems
Data quality
Correlation, Causation, Bias, Variance
Evaluation, monitoring and feedback loop
Learning in a Changing and Adversarial Environment
Privacy, Accountability, Explainability and Trust - Responsible AI
Summary
Where to go from here?
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
