Sign-In
Cart
Identity Analytics: Analytics for Identity and Access Management
Paperback
Publisher Price: $59.99
Publisher: Apress
Published: Jan 3 2026
Pages: 235
Weight: 0.99
Height: 0.54 Width: 7.00 Depth: 10.00
Language: English
Misconfigured identities are the leading cause of cyber incidents. Organizations are investing significant resources to address these vulnerabilities, but these investments often prioritize meeting compliance requirements set by regulators. However, the controls and monitoring systems implemented are not designed for real-time threat detection and risk mitigation. Consequently, organizations often resort to purchasing multiple expensive vendor products, which then require extensive reconfiguration due to the varied identity landscapes of each organization.
In this book, we explore how individuals can construct their own identity analytics solution from scratch. We provide starter code to facilitate understanding, catering to beginners. This knowledge can also serve as guidance for those considering vendor products. The book commences with general principles and progresses to cover specific use cases, accompanied by sample code for each.
Much of the available material originates from vendors, which tends to focus more on marketing rather than addressing systemic issues. Alternatively, materials may solely concentrate on Identity and Access Management (IAM) processes and governance without delving deeply into the topics discussed here.
What You Will Learn:
- The relationship between IAM and Identity Analytics.
- Statistical methods, data curation processes, and risk scoring that contribute to effective IAM strategies.
- How to utilize advanced ML/AI techniques for implementing impactful IAM programs, including various use cases that demonstrate their effectiveness.
Who this book is for:
Software engineers specializing in IAM technologies are essential in every enterprise, regardless of size. Cyber analysts focus on insider threats and identity threat detection systems. Governance and risk associates handle compliance related to identity management systems. Data analysts, data scientists, and machine learning engineers are involved in deploying identity analytics systems. IAM and cyber executives and sponsors seek to understand the return on investment (ROI) of IAM investments. Engineers who are working on advanced initiatives such as GenAI, and zero trust.
Also in
Computer Security
Dawn of the Code War: America's Battle Against Russia, China, and the Rising Global Cyber Threat
Graff, Garrett M.
Carlin, John P.
Paperback
CompTIA Network+ Certification All-in-One Exam Guide, Ninth Edition (Exam N10-009)
Weissman, Jonathan S.
Paperback
5 Habits of the Tech-Ready Family: Raising Wise Kids in a Wild Digital World
McKenna, Chris
Paperback
Spies, Lies, and Cybercrime: Cybersecurity Tactics to Outsmart Hackers and Disarm Scammers
O'Neill, Eric
Hardcover
Comptia A+ Complete Study Guide, 2-Volume Set: Volume 1 Core 1 Exam 220-1201 and Volume 2 Core 2 Exam 220-1202
Docter, Quentin
Buhagiar, Jon
Paperback
Isc2 Cissp Official Study Guide & Practice Tests Bundle
Stewart, James Michael
Gibson, Darril
Chapple, Mike
Paperback
Linux Basics for Hackers, 2nd Edition: Getting Started with Networking, Scripting, and Security in Kali
Occupytheweb
Paperback
Comptia Security+ Study Guide with Over 500 Practice Test Questions: Exam Sy0-701
Chapple, Mike
Seidl, David
Paperback
Blown to Bits: Your Life, Liberty, and Happiness After the Digital Explosion
Ledeen, Ken
Lewis, Harry
Abelson, Hal
Paperback
Don't Trust Your Gut: Using Data to Get What You Really Want in Life
Stephens-Davidowitz, Seth
Paperback
Isc2 Cissp Certified Information Systems Security Professional Official Study Guide
Chapple, Mike
Stewart, James Michael
Gibson, Darril
Paperback
Password Logbook (Hip Floral): Keep Track of Usernames, Passwords, Web Addresses in One Easy and Organized Location
Editors of Rock Point
Hardcover
Hacking & Tor: The Complete Beginners Guide To Hacking, Tor, & Accessing The Deep Web & Dark Web
Jones, Jack
Paperback
From Heatmaps to Histograms: A Practical Guide to Cyber Risk Quantification
Martin-Vegue, Tony
Paperback
Sandworm: A New Era of Cyberwar and the Hunt for the Kremlin's Most Dangerous Hackers
Greenberg, Andy
Paperback
Digital Ethics in the Age of AI: Navigating the ethical frontier today and beyond
Mehan, Julie
Paperback
Cult of the Dead Cow: How the Original Hacking Supergroup Might Just Save the World
Menn, Joseph
Paperback
The Cybernetic Society: How Humans and Machines Will Shape the Future Together
Husain, Amir
Hardcover
Comptia A+ Complete Review Guide: Core 1 Exam 220-1201 and Core 2 Exam 220-1202
McMillan, Troy
Paperback
Comptia A+ Complete Certification Kit: Core 1 Exam 220-1201 and Core 2 Exam 220-1202
McMillan, Troy
Docter, Quentin
Buhagiar, Jon
Paperback
AWS Certified Security Study Guide: Specialty (Scs-C02) Exam
Goldfarb, Dario Lucas
Mu¿oz, Mauricio
Moraes, Alexandre M. S. P.
Paperback
Container Security: Fundamental Technology Concepts That Protect Cloud Native Applications
Rice, Liz
Paperback
Cyber War: The Next Threat to National Security and What to Do about It
Clarke, Richard A.
Knake, Robert
Paperback
Countdown to Zero Day: Stuxnet and the Launch of the World's First Digital Weapon
Zetter, Kim
Paperback
Humorous Cryptograms: 300 Large Print Puzzles To Keep You Entertained (Large Print Edition)
Nest, Game
Paperback
Home Assistant for Beginners: Build a private smart home without relying on the cloud
Haagenrud, Thom
Paperback
Chasing Shadows: Cyber Espionage, Subversion, and the Global Fight for Democracy
Deibert, Ronald J.
Paperback
Cisa Certified Information Systems Auditor Study Guide and Practice Tests Bundle: Covers 2024 Exam Objectives
Gregory, Peter H.
Chapple, Mike
Paperback
Mobile Forensic Investigations: A Guide to Evidence Collection, Analysis, and Presentation, Second Edition
Reiber, Lee
Paperback
Data Engineering for Cybersecurity: Build Secure Data Pipelines with Free and Open-Source Tools
Bonifield, James
Paperback
The Future of Hacking: The Rise of Cybercrime and the Fight to Keep Us Safe
Scherling, Laura S.
Hardcover
Hackers Underground Knowledge: Quick and easy way to learn secret hacker techniques
Kohler, Martin
Paperback
Serious Cryptography, 2nd Edition: A Practical Introduction to Modern Encryption
Aumasson, Jean-Philippe
Paperback
The Secure Board: How To Be Confident That Your Organisation Is Cyber Safe
Pales, Claire
Leibel, Anna
Paperback
The Smartest Person in the Room: The Root Cause and New Solution for Cybersecurity
Espinosa, Christian
Paperback
The Book of Pf, 4th Edition: A No-Nonsense Guide to the OpenBSD Firewall
Hansteen, Peter N. M.
Paperback
Privacy and Security for Large Language Models: Hands-On Privacy-Preserving Techniques for Personalized AI
Lin, Baihan
Paperback
Cilium: Up and Running: Cloud Native Networking, Security, and Observability
Laverack, James
Vibert, Nico
Nikolic, Filip
Paperback
Hacking and Security: The Comprehensive Guide to Penetration Testing and Cybersecurity
Kloep, Peter
Kofler, Michael
Gebeshuber, Klaus
Paperback
Comptia A+ Complete Practice Tests: Core 1 Exam 220-1201 and Core 2 Exam 220-1202
O'Shea, Audrey
Paperback
The Art of Deception: Controlling the Human Element of Security
Mitnick, Kevin D.
Simon, William L.
Paperback
Shit I Can't Remember: Keep track of usernames, passwords, web addresses in one easy & organized location
Books, Family's
Paperback
Raising Humans in a Digital World: Helping Kids Build a Healthy Relationship with Technology
Graber, Diana
Paperback
The Web Application Hacker's Handbook: Finding and Exploiting Security Flaws
Pinto, Marcus
Stuttard, Dafydd
Paperback
Dissecting the Dark Web: Reverse Engineering the Tools of the Underground Economy
Kaye, Lindsay
Paperback
A Hacker's Mind: How the Powerful Bend Society's Rules, and How to Bend Them Back
Schneier, Bruce
Paperback
Meshtastic: A Comprehensive Guide to Off-Grid Mesh Communication: Second Edition
Rodgers, David A., Jr.
Paperback
Chasing Shadows: Cyber Espionage, Subversion, and the Global Fight for Democracy
Deibert, Ronald J.
Hardcover
Learning Serverless Security: Hacking and Securing Serverless Cloud Applications on Aws, Azure, and Google Cloud
Lat, Joshua Arvin
Paperback
Crypto Conned My 200K Nightmare: And 10 Key Steps To Safeguard Your Future
Holliday, Ed Doc
Paperback
Learn Computer Forensics - Second Edition: Your one-stop guide to searching, analyzing, acquiring, and securing digital evidence
Oettinger, William
Paperback
AI Governance Playbook: How to Secure, Control, and Optimize Artificial Intelligence Initiatives
Smallwood, Robert F.
Surdak, Chris
Paperback
Cybersecurity - Attack and Defense Strategies - Third Edition: Improve your security posture to mitigate risks and prevent attackers from infiltrating
Diogenes, Yuri
Ozkaya, Erdal
Paperback
Industrial Cybersecurity - Second Edition: Efficiently monitor the cybersecurity posture of your ICS environment
Ackerman, Pascal
Paperback
Web Application Security: Exploitation and Countermeasures for Modern Web Applications
Hoffman, Andrew
Paperback
Comptia A+ Certmike: Prepare. Practice. Pass the Test! Get Certified!: Core 1 Exam 220-1201
Chapple, Mike
Paperback
Scams, Hacking, and Cybersecurity: The Ultimate Guide to Online Safety and Privacy
Brooks-Kempler, May
Paperback
Red Team Engineering: The Art of Building Offensive Tools and Infrastructure
Erdmann, Casey
Paperback
Digital Life Without the Stress: The Complete Beginner's Guide to Computers, Smartphones, and Internet for Seniors who want Independence
Valentini, Giovannijohnny
Paperback
Building a Career in Cybersecurity: The Strategy and Skills You Need to Succeed
Diogenes, Yuri
Paperback
Linux Basics for Hackers: Getting Started with Networking, Scripting, and Security in Kali
Occupytheweb
Paperback
Nmap Network Scanning: The Official Nmap Project Guide to Network Discovery and Security Scanning
Fyodor
Lyon, Gordon
Paperback
Zero Trust Networks: Building Secure Systems in Untrusted Networks
Gilman, Evan
Rais, Razi
Morillo, Christina
Paperback
Evasion Engineering: Building Custom Red Team Tools for Modern Defenses
Chow, Dennis
Lasalvia, Michael
Paperback
The Mathematics of Secrets: Cryptography from Caesar Ciphers to Digital Encryption
Holden, Joshua
Paperback
Isc2 Ccsp Certified Cloud Security Professional Official Study Guide & Practice Tests Bundle
Chapple, Mike
Seidl, David
Paperback
Cisco ASA for Accidental Administrators: An Illustrated Step-by-Step ASA Learning and Configuration Guide
Crawley, Don R.
Paperback
Identity Attack Vectors: Strategically Designing and Implementing Identity Security, Second Edition
Rolls, Darran
Haber, Morey J.
Paperback
Cism Certified Information Security Manager All-In-One Exam Guide [With CD (Audio)]
Gregory, Peter H.
Paperback
Hands-On Network Forensics: Investigate network attacks and find evidence using common network forensic tools
Jaswal, Nipun
Paperback
Comptia A+ Certmike: Prepare. Practice. Pass the Test! Get Certified!: Core 2 Exam 220-1202
Chapple, Mike
Paperback
Mastering Linux Security and Hardening - Third Edition: A practical guide to protecting your Linux system from cyber attacks
Tevault, Donald a.
Paperback
Cybersecurity for Everyone: Securing your home or small business network
Sadler, Terence L.
Paperback
Locksport: A Hackers Guide to Lockpicking, Impressioning, and Safe Cracking
Belgers, Walter
Weyers, Jos
Burrough, Matt
Paperback
Cybersecurity Myths and Misconceptions: Avoiding the Hazards and Pitfalls That Derail Us
Spafford, Eugene
Metcalf, Leigh
Dykstra, Josiah
Paperback
Operation Carder Kaos: How One Agent Penetrated the Underground Economy
Latulip, Richard K.
Paperback
Machine Learning and Security: Protecting Systems with Data and Algorithms
Chio, Clarence
Freeman, David
Paperback
Wireless Exploits And Countermeasures: Kali Linux Nethunter, Aircrack-NG, Kismet, And Wireshark
Botwright, Rob
Paperback
Certificate of Cloud Security Knowledge (Ccsk V5) Study Guide: In-Depth Guidance and Practice
Thompson, Graham
Paperback
Het Kleine Bitcoinboekje: Waarom Bitcoin belangrijk is voor je vrijheid, financiën en toekomst
Vranova, Alena
Ajiboye, Timi
Buenaventura, Luis
Paperback
Ethical Hacking for Beginners: A Step by Step Guide for you to Learn the Fundamentals of CyberSecurity and Hacking
Nastase, Ramon Adrian
Paperback
Software Security for Developers: With Examples in Java and Spring
Spilca, Laurentiu
Saikali, Adib
Paperback
Engineering Trustworthy Systems: Get Cybersecurity Design Right the First Time
Saydjari, O. Sami
Paperback
Agentic AI for Offensive Cybersecurity: Build and automate smarter penetration testing workflows using AI-driven agents
Yıldırım, Orhan
Paperback
Malware Development for Ethical Hackers: Learn how to develop various types of malware to strengthen cybersecurity
Zhussupov, Zhassulan
Paperback