Information security analytics : finding security insights, patterns, and anomalies in big data /

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Information Security Analytics gives you insights into the practice of analytics and, more importantly, how you can utilize analytic techniques to identify trends and outliers that may not be possible to identify using traditional security analysis techniques. Information Security Analytics dispels...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Talabis, Mark Ryan M. (Autor), McPherson, Robert (Autor), Miyamoto, I (Autor), Martin, Jason L. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Waltham, MA : Syngress, [2015]
Temas:
Computer security.
Information resources management > Security measures.
Big data > Security measures.
Computer Security
Sécurité informatique.
Gestion de l'information > Sécurité > Mesures.
Données volumineuses > Sécurité > Mesures.
Computer security
Information resources management > Security measures
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Front Cover; Information Security Analytics: Finding Security Insights, Patterns, and Anomalies in Big Data; Copyright; Dedication; Contents; Foreword; About the Authors; Acknowledgments; Chapter 1
  • Analytics Defined; INTRODUCTION TO SECURITY ANALYTICS; CONCEPTS AND TECHNIQUES IN ANALYTICS; DATA FOR SECURITY ANALYTICS; ANALYTICS IN EVERYDAY LIFE; SECURITY ANALYTICS PROCESS; REFERENCES; Chapter 2
  • Primer on Analytical Software and Tools; STATISTICAL PROGRAMMING; INTRODUCTION TO DATABASES AND BIG DATA TECHNIQUES; REFERENCES; Chapter 3
  • Analytics and Incident Response; INTRODUCTION.
  • SCENARIOS AND CHALLENGES IN INTRUSIONS AND INCIDENT IDENTIFICATIONANALYSIS OF LOG FILES; LOADING THE DATA; ANOTHER POTENTIAL ANALYTICAL DATA SET: UNSTACKED STATUS CODES; OTHER APPLICABLE SECURITY AREAS AND SCENARIOS; SUMMARY; FURTHER READING; Chapter 4
  • Simulations and Security Processes; SIMULATION; CASE STUDY; Chapter 5
  • Access Analytics; INTRODUCTION; TECHNOLOGY PRIMER; SCENARIO, ANALYSIS, AND TECHNIQUES; CASE STUDY; ANALYZING THE RESULTS; Chapter 6
  • Security and Text Mining; SCENARIOS AND CHALLENGES IN SECURITY ANALYTICS WITH TEXT MINING.
  • USE OF TEXT MINING TECHNIQUES TO ANALYZE AND FIND PATTERNS IN UNSTRUCTURED DATASTEP BY STEP TEXT MINING EXAMPLE IN R; OTHER APPLICABLE SECURITY AREAS AND SCENARIOS; Chapter 7
  • Security Intelligence and Next Steps; OVERVIEW; SECURITY INTELLIGENCE; SECURITY BREACHES; PRACTICAL APPLICATION; CONCLUDING REMARKS; Index.

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