Smart Log Data Analytics: Techniques for Advanced Security Analysis - Image 1

£110.00

Springer Smart Log Data Analytics: Techniques for Advanced Security Analysis

Name: Smart Log Data Analytics: Techniques for Advanced Security Analysis
Brand: Springer
Price: 110.0 GBP
Availability: InStock

Data Mining

It has never been this cheap. We have no record of a lower price.

£110 today · cheaper than every other day in the last 2 months

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey

↓ Forecast
where the price is heading next

↓ Statistics
all-time high & low, recent range

↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 67 days · 67 data points (no recent data)

Historical

Generating forecast…

Price Distribution

Price distribution over 67 days • 2 price levels

Days at Price

Current Price

Price Analysis

Most common price: £110 (58 days, 86.6%)

Price range: £110 - £114

Price levels: 2 different prices over 67 days

Description

This book provides insights into smart ways of computer log data analysis, with the goal of spotting adversarial actions. It is organized into 3 major parts with a total of 8 chapters that include a detailed view on existing solutions, as well as novel techniques that go far beyond state of the art. The first part of this book motivates the entire topic and highlights major challenges, trends and design criteria for log data analysis approaches, and further surveys and compares the state of the art. The second part of this book introduces concepts that apply character-based, rather than token-based, approaches and thus work on a more fine-grained level. Furthermore, these solutions were designed for “online use”, not only forensic analysis, but also process new log lines as they arrive in an efficient single pass manner. An advanced method for time series analysis aims at detecting changes in the overall behavior profile of an observed system and spotting trends and periodicitiesthrough log analysis. The third part of this book introduces the design of the AMiner, which is an advanced open source component for log data anomaly mining. The AMiner comes with several detectors to spot new events, new parameters, new correlations, new values and unknown value combinations and can run as stand-alone solution or as sensor with connection to a SIEM solution. More advanced detectors help to determines the characteristics of variable parts of log lines, specifically the properties of numerical and categorical fields. Detailed examples throughout this book allow the reader to better understand and apply the introduced techniques with open source software. Step-by-step instructions help to get familiar with the concepts and to better comprehend their inner mechanisms. A log test data set is available as free download and enables the reader to get the system up and running in no time. This book is designed for researchers working in the field of cyber security, and specifically system monitoring, anomaly detection and intrusion detection. The content of this book will be particularly useful for advanced-level students studying computer science, computer technology, and information systems. Forward-thinking practitioners, who would benefit from becoming familiar with the advanced anomaly detection methods, will also be interested in this book.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3030744523
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 30 August 2022
Listed Since: 03 August 2022

Barcode

No barcode data available

Springer Smart Log Data Analytics: Techniques for Advanced Security Analysis

It has never been this cheap. We have no record of a lower price.

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Smart Log Data Analytics: Techniques for Advanced Security Analysis

Network Anomaly Detection: A Machine Learning Perspective

Anomaly Detection Principles and Algorithms (Terrorism, Security, and Computation)

Machine Intelligence and Big Data Analytics for Cybersecurity Applications: 919 (Studies in Computational Intelligence, 919)

Information Security Analytics: Finding Security Insights, Patterns, and Anomalies in Big Data

Data Mining and Machine Learning in Cybersecurity

Springer Cyber Threat Intelligence: Advances in Information Security

AI-Driven Cybersecurity and Threat Intelligence: Cyber Automation, Intelligent Decision-Making and Explainability

AI-Enabled Threat Detection and Security Analysis for Industrial IoT

Mobile Hybrid Intrusion Detection: The MOVICAB-IDS System: 334 (Studies in Computational Intelligence, 334)

Machine Learning for Computer and Cyber Security: Principle, Algorithms, and Practices (Cyber Ecosystem and Security)

Machine Learning for Computer and Cyber Security: Principle, Algorithms, and Practices (Cyber Ecosystem and Security)

Springer Security with Intelligent Computing and Big-Data Services

Countering Cyberterrorism: The Confluence of Artificial Intelligence, Cyber Forensics and Digital Policing in US and UK National Cybersecurity: 101 (Advances in Information Security, 101)

Machine Learning and Data Mining for Computer Security: Methods and Applications (Advanced Information and Knowledge Processing)

Handbook of Research on Automated Feature Engineering and Advanced Applications in Data Science (Advances in Data Mining and Database Management)

Information Fusion for Cyber-Security Analytics: 691 (Studies in Computational Intelligence, 691)

Malware Analysis Using Artificial Intelligence and Deep Learning

CRC Press Applied Cloud Deep Semantic Recognition Book

CRC Press Intrusion Detection Networks - Collaborative Security

Data Analytics and Decision Support for Cybersecurity: Trends, Methodologies and Applications

Applying Artificial Intelligence in Cybersecurity Analytics and Cyber Threat Detection

Automated Secure Computing for Next-Generation Systems

Proceedings of the International Conference on IT Convergence and Security 2011: 120 (Lecture Notes in Electrical Engineering, 120)