
- •Acknowledgments
- •About the Authors
- •About the Technical Editors
- •Contents at a Glance
- •Contents
- •Foreword
- •Introduction
- •Overview of the CISSP Exam
- •The Elements of This Study Guide
- •Study Guide Exam Objectives
- •Objective Map
- •Reader Support for This Book
- •Security 101
- •Confidentiality
- •Integrity
- •Availability
- •Protection Mechanisms
- •Security Boundaries
- •Third-Party Governance
- •Documentation Review
- •Manage the Security Function
- •Alignment of Security Function to Business Strategy, Goals, Mission, and Objectives
- •Organizational Processes
- •Organizational Roles and Responsibilities
- •Security Control Frameworks
- •Due Diligence and Due Care
- •Security Policy, Standards, Procedures, and Guidelines
- •Security Policies
- •Security Standards, Baselines, and Guidelines
- •Security Procedures
- •Threat Modeling
- •Identifying Threats
- •Determining and Diagramming Potential Attacks
- •Performing Reduction Analysis
- •Prioritization and Response
- •Supply Chain Risk Management
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Job Descriptions and Responsibilities
- •Candidate Screening and Hiring
- •Onboarding: Employment Agreements and Policies
- •Employee Oversight
- •Compliance Policy Requirements
- •Privacy Policy Requirements
- •Understand and Apply Risk Management Concepts
- •Risk Terminology and Concepts
- •Asset Valuation
- •Identify Threats and Vulnerabilities
- •Risk Assessment/Analysis
- •Risk Responses
- •Cost vs. Benefit of Security Controls
- •Countermeasure Selection and Implementation
- •Applicable Types of Controls
- •Security Control Assessment
- •Monitoring and Measurement
- •Risk Reporting and Documentation
- •Continuous Improvement
- •Risk Frameworks
- •Social Engineering
- •Social Engineering Principles
- •Eliciting Information
- •Prepending
- •Phishing
- •Spear Phishing
- •Whaling
- •Smishing
- •Vishing
- •Spam
- •Shoulder Surfing
- •Invoice Scams
- •Hoax
- •Impersonation and Masquerading
- •Tailgating and Piggybacking
- •Dumpster Diving
- •Identity Fraud
- •Typo Squatting
- •Influence Campaigns
- •Awareness
- •Training
- •Education
- •Improvements
- •Effectiveness Evaluation
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Planning for Business Continuity
- •Project Scope and Planning
- •Organizational Review
- •BCP Team Selection
- •Resource Requirements
- •Legal and Regulatory Requirements
- •Business Impact Analysis
- •Identifying Priorities
- •Risk Identification
- •Likelihood Assessment
- •Impact Analysis
- •Resource Prioritization
- •Continuity Planning
- •Strategy Development
- •Provisions and Processes
- •Plan Approval and Implementation
- •Plan Approval
- •Plan Implementation
- •Training and Education
- •BCP Documentation
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Categories of Laws
- •Criminal Law
- •Civil Law
- •Administrative Law
- •Laws
- •Computer Crime
- •Intellectual Property (IP)
- •Licensing
- •Import/Export
- •Privacy
- •State Privacy Laws
- •Compliance
- •Contracting and Procurement
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Defining Sensitive Data
- •Defining Data Classifications
- •Defining Asset Classifications
- •Understanding Data States
- •Determining Compliance Requirements
- •Determining Data Security Controls
- •Data Maintenance
- •Data Loss Prevention
- •Marking Sensitive Data and Assets
- •Handling Sensitive Information and Assets
- •Data Collection Limitation
- •Data Location
- •Storing Sensitive Data
- •Data Destruction
- •Ensuring Appropriate Data and Asset Retention
- •Data Protection Methods
- •Digital Rights Management
- •Cloud Access Security Broker
- •Pseudonymization
- •Tokenization
- •Anonymization
- •Understanding Data Roles
- •Data Owners
- •Asset Owners
- •Business/Mission Owners
- •Data Processors and Data Controllers
- •Data Custodians
- •Administrators
- •Users and Subjects
- •Using Security Baselines
- •Comparing Tailoring and Scoping
- •Standards Selection
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Cryptographic Foundations
- •Goals of Cryptography
- •Cryptography Concepts
- •Cryptographic Mathematics
- •Ciphers
- •Modern Cryptography
- •Cryptographic Keys
- •Symmetric Key Algorithms
- •Asymmetric Key Algorithms
- •Hashing Algorithms
- •Symmetric Cryptography
- •Cryptographic Modes of Operation
- •Data Encryption Standard
- •Triple DES
- •International Data Encryption Algorithm
- •Blowfish
- •Skipjack
- •Rivest Ciphers
- •Advanced Encryption Standard
- •CAST
- •Comparison of Symmetric Encryption Algorithms
- •Symmetric Key Management
- •Cryptographic Lifecycle
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Asymmetric Cryptography
- •Public and Private Keys
- •ElGamal
- •Elliptic Curve
- •Diffie–Hellman Key Exchange
- •Quantum Cryptography
- •Hash Functions
- •RIPEMD
- •Comparison of Hash Algorithm Value Lengths
- •Digital Signatures
- •HMAC
- •Digital Signature Standard
- •Public Key Infrastructure
- •Certificates
- •Certificate Authorities
- •Certificate Lifecycle
- •Certificate Formats
- •Asymmetric Key Management
- •Hybrid Cryptography
- •Applied Cryptography
- •Portable Devices
- •Web Applications
- •Steganography and Watermarking
- •Networking
- •Emerging Applications
- •Cryptographic Attacks
- •Salting Saves Passwords
- •Ultra vs. Enigma
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Secure Design Principles
- •Objects and Subjects
- •Closed and Open Systems
- •Secure Defaults
- •Fail Securely
- •Keep It Simple
- •Zero Trust
- •Privacy by Design
- •Trust but Verify
- •Techniques for Ensuring CIA
- •Confinement
- •Bounds
- •Isolation
- •Access Controls
- •Trust and Assurance
- •Trusted Computing Base
- •State Machine Model
- •Information Flow Model
- •Noninterference Model
- •Take-Grant Model
- •Access Control Matrix
- •Bell–LaPadula Model
- •Biba Model
- •Clark–Wilson Model
- •Brewer and Nash Model
- •Goguen–Meseguer Model
- •Sutherland Model
- •Graham–Denning Model
- •Harrison–Ruzzo–Ullman Model
- •Select Controls Based on Systems Security Requirements
- •Common Criteria
- •Authorization to Operate
- •Understand Security Capabilities of Information Systems
- •Memory Protection
- •Virtualization
- •Trusted Platform Module
- •Interfaces
- •Fault Tolerance
- •Encryption/Decryption
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Shared Responsibility
- •Hardware
- •Firmware
- •Client-Based Systems
- •Mobile Code
- •Local Caches
- •Server-Based Systems
- •Large-Scale Parallel Data Systems
- •Grid Computing
- •Peer to Peer
- •Industrial Control Systems
- •Distributed Systems
- •Internet of Things
- •Edge and Fog Computing
- •Static Systems
- •Network-Enabled Devices
- •Cyber-Physical Systems
- •Elements Related to Embedded and Static Systems
- •Security Concerns of Embedded and Static Systems
- •Specialized Devices
- •Microservices
- •Infrastructure as Code
- •Virtualized Systems
- •Virtual Software
- •Virtualized Networking
- •Software-Defined Everything
- •Virtualization Security Management
- •Containerization
- •Serverless Architecture
- •Mobile Devices
- •Mobile Device Security Features
- •Mobile Device Deployment Policies
- •Process Isolation
- •Hardware Segmentation
- •System Security Policy
- •Covert Channels
- •Attacks Based on Design or Coding Flaws
- •Rootkits
- •Incremental Attacks
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Apply Security Principles to Site and Facility Design
- •Secure Facility Plan
- •Site Selection
- •Facility Design
- •Equipment Failure
- •Wiring Closets
- •Server Rooms/Data Centers
- •Intrusion Detection Systems
- •Cameras
- •Access Abuses
- •Media Storage Facilities
- •Evidence Storage
- •Restricted and Work Area Security
- •Utility Considerations
- •Fire Prevention, Detection, and Suppression
- •Perimeter Security Controls
- •Internal Security Controls
- •Key Performance Indicators of Physical Security
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •OSI Model
- •History of the OSI Model
- •OSI Functionality
- •Encapsulation/Deencapsulation
- •OSI Layers
- •TCP/IP Model
- •Common Application Layer Protocols
- •SNMPv3
- •Transport Layer Protocols
- •Domain Name System
- •DNS Poisoning
- •Domain Hijacking
- •Internet Protocol (IP) Networking
- •IP Classes
- •ICMP
- •IGMP
- •ARP Concerns
- •Secure Communication Protocols
- •Implications of Multilayer Protocols
- •Converged Protocols
- •Voice over Internet Protocol (VoIP)
- •Software-Defined Networking
- •Microsegmentation
- •Wireless Networks
- •Securing the SSID
- •Wireless Channels
- •Conducting a Site Survey
- •Wireless Security
- •Wi-Fi Protected Setup (WPS)
- •Wireless MAC Filter
- •Wireless Antenna Management
- •Using Captive Portals
- •General Wi-Fi Security Procedure
- •Wireless Communications
- •Wireless Attacks
- •Other Communication Protocols
- •Cellular Networks
- •Content Distribution Networks (CDNs)
- •Secure Network Components
- •Secure Operation of Hardware
- •Common Network Equipment
- •Network Access Control
- •Firewalls
- •Endpoint Security
- •Transmission Media
- •Network Topologies
- •Ethernet
- •Sub-Technologies
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Protocol Security Mechanisms
- •Authentication Protocols
- •Port Security
- •Quality of Service (QoS)
- •Secure Voice Communications
- •Voice over Internet Protocol (VoIP)
- •Vishing and Phreaking
- •PBX Fraud and Abuse
- •Remote Access Security Management
- •Remote Connection Security
- •Plan a Remote Access Security Policy
- •Multimedia Collaboration
- •Remote Meeting
- •Instant Messaging and Chat
- •Load Balancing
- •Virtual IPs and Load Persistence
- •Active-Active vs. Active-Passive
- •Manage Email Security
- •Email Security Goals
- •Understand Email Security Issues
- •Email Security Solutions
- •Virtual Private Network
- •Tunneling
- •How VPNs Work
- •Always-On
- •Common VPN Protocols
- •Switching and Virtual LANs
- •Switch Eavesdropping
- •Private IP Addresses
- •Stateful NAT
- •Automatic Private IP Addressing
- •Third-Party Connectivity
- •Circuit Switching
- •Packet Switching
- •Virtual Circuits
- •Fiber-Optic Links
- •Security Control Characteristics
- •Transparency
- •Transmission Management Mechanisms
- •Prevent or Mitigate Network Attacks
- •Eavesdropping
- •Modification Attacks
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Controlling Access to Assets
- •Controlling Physical and Logical Access
- •The CIA Triad and Access Controls
- •Managing Identification and Authentication
- •Comparing Subjects and Objects
- •Registration, Proofing, and Establishment of Identity
- •Authorization and Accountability
- •Authentication Factors Overview
- •Something You Know
- •Something You Have
- •Something You Are
- •Multifactor Authentication (MFA)
- •Two-Factor Authentication with Authenticator Apps
- •Passwordless Authentication
- •Device Authentication
- •Service Authentication
- •Mutual Authentication
- •Implementing Identity Management
- •Single Sign-On
- •SSO and Federated Identities
- •Credential Management Systems
- •Credential Manager Apps
- •Scripted Access
- •Session Management
- •Provisioning and Onboarding
- •Deprovisioning and Offboarding
- •Defining New Roles
- •Account Maintenance
- •Account Access Review
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Comparing Access Control Models
- •Comparing Permissions, Rights, and Privileges
- •Understanding Authorization Mechanisms
- •Defining Requirements with a Security Policy
- •Introducing Access Control Models
- •Discretionary Access Control
- •Nondiscretionary Access Control
- •Implementing Authentication Systems
- •Implementing SSO on the Internet
- •Implementing SSO on Internal Networks
- •Understanding Access Control Attacks
- •Crackers, Hackers, and Attackers
- •Risk Elements
- •Common Access Control Attacks
- •Core Protection Methods
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Security Testing
- •Security Assessments
- •Security Audits
- •Performing Vulnerability Assessments
- •Describing Vulnerabilities
- •Vulnerability Scans
- •Penetration Testing
- •Compliance Checks
- •Code Review and Testing
- •Interface Testing
- •Misuse Case Testing
- •Test Coverage Analysis
- •Website Monitoring
- •Implementing Security Management Processes
- •Log Reviews
- •Account Management
- •Disaster Recovery and Business Continuity
- •Training and Awareness
- •Key Performance and Risk Indicators
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Need to Know and Least Privilege
- •Separation of Duties (SoD) and Responsibilities
- •Two-Person Control
- •Job Rotation
- •Mandatory Vacations
- •Privileged Account Management
- •Service Level Agreements (SLAs)
- •Addressing Personnel Safety and Security
- •Duress
- •Travel
- •Emergency Management
- •Security Training and Awareness
- •Provision Resources Securely
- •Information and Asset Ownership
- •Asset Management
- •Apply Resource Protection
- •Media Management
- •Media Protection Techniques
- •Managed Services in the Cloud
- •Shared Responsibility with Cloud Service Models
- •Scalability and Elasticity
- •Provisioning
- •Baselining
- •Using Images for Baselining
- •Automation
- •Managing Change
- •Change Management
- •Versioning
- •Configuration Documentation
- •Managing Patches and Reducing Vulnerabilities
- •Systems to Manage
- •Patch Management
- •Vulnerability Management
- •Vulnerability Scans
- •Common Vulnerabilities and Exposures
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Conducting Incident Management
- •Defining an Incident
- •Incident Management Steps
- •Basic Preventive Measures
- •Understanding Attacks
- •Intrusion Detection and Prevention Systems
- •Specific Preventive Measures
- •Logging and Monitoring
- •The Role of Monitoring
- •Log Management
- •Egress Monitoring
- •Automating Incident Response
- •Understanding SOAR
- •Threat Intelligence
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •The Nature of Disaster
- •Natural Disasters
- •Human-Made Disasters
- •Protecting Hard Drives
- •Protecting Servers
- •Protecting Power Sources
- •Trusted Recovery
- •Quality of Service
- •Recovery Strategy
- •Business Unit and Functional Priorities
- •Crisis Management
- •Emergency Communications
- •Workgroup Recovery
- •Alternate Processing Sites
- •Database Recovery
- •Recovery Plan Development
- •Emergency Response
- •Personnel and Communications
- •Assessment
- •Backups and Off-site Storage
- •Software Escrow Arrangements
- •Utilities
- •Logistics and Supplies
- •Recovery vs. Restoration
- •Testing and Maintenance
- •Structured Walk-Through
- •Simulation Test
- •Parallel Test
- •Lessons Learned
- •Maintenance
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Investigations
- •Investigation Types
- •Evidence
- •Investigation Process
- •Major Categories of Computer Crime
- •Military and Intelligence Attacks
- •Business Attacks
- •Financial Attacks
- •Terrorist Attacks
- •Grudge Attacks
- •Thrill Attacks
- •Hacktivists
- •Ethics
- •Organizational Code of Ethics
- •(ISC)2 Code of Ethics
- •Ethics and the Internet
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Software Development
- •Systems Development Lifecycle
- •Lifecycle Models
- •Gantt Charts and PERT
- •Change and Configuration Management
- •The DevOps Approach
- •Application Programming Interfaces
- •Software Testing
- •Code Repositories
- •Service-Level Agreements
- •Third-Party Software Acquisition
- •Establishing Databases and Data Warehousing
- •Database Management System Architecture
- •Database Transactions
- •Security for Multilevel Databases
- •Open Database Connectivity
- •NoSQL
- •Expert Systems
- •Machine Learning
- •Neural Networks
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Malware
- •Sources of Malicious Code
- •Viruses
- •Logic Bombs
- •Trojan Horses
- •Worms
- •Spyware and Adware
- •Ransomware
- •Malicious Scripts
- •Zero-Day Attacks
- •Malware Prevention
- •Platforms Vulnerable to Malware
- •Antimalware Software
- •Integrity Monitoring
- •Advanced Threat Protection
- •Application Attacks
- •Buffer Overflows
- •Time of Check to Time of Use
- •Backdoors
- •Privilege Escalation and Rootkits
- •Injection Vulnerabilities
- •SQL Injection Attacks
- •Code Injection Attacks
- •Command Injection Attacks
- •Exploiting Authorization Vulnerabilities
- •Insecure Direct Object References
- •Directory Traversal
- •File Inclusion
- •Request Forgery
- •Session Hijacking
- •Application Security Controls
- •Input Validation
- •Web Application Firewalls
- •Database Security
- •Code Security
- •Secure Coding Practices
- •Source Code Comments
- •Error Handling
- •Hard-Coded Credentials
- •Memory Management
- •Summary
- •Exam Essentials
- •Written Lab
- •Review Questions
- •Chapter 2: Personnel Security and Risk Management Concepts
- •Chapter 3: Business Continuity Planning
- •Chapter 4: Laws, Regulations, and Compliance
- •Chapter 5: Protecting Security of Assets
- •Chapter 10: Physical Security Requirements
- •Chapter 11: Secure Network Architecture and Components
- •Chapter 12: Secure Communications and Network Attacks
- •Chapter 17: Preventing and Responding to Incidents
- •Chapter 18: Disaster Recovery Planning
- •Chapter 19: Investigations and Ethics
- •Chapter 20: Software Development Security
- •Chapter 21: Malicious Code and Application Attacks
- •Chapter 3: Business Continuity Planning
- •Chapter 5: Protecting Security of Assets
- •Chapter 6: Cryptography and Symmetric Key Algorithms
- •Chapter 12: Secure Communications and Network Attacks
- •Chapter 15: Security Assessment and Testing
- •Chapter 17: Preventing and Responding to Incidents
- •Chapter 18: Disaster Recovery Planning
- •Chapter 19: Investigations and Ethics
- •Chapter 21: Malicious Code and Application Attacks
- •Index

650 Chapter 13 ■ Managing Identity and Authentication
PCI DSS Password Requirements
The PCI DSS (version 3.2.1) has the following requirements, which differ from NIST SP 800-63B:
■■Passwords expire at least every 90 days.
■■Passwords must be at least seven characters long.
If organizations need to comply with a specific standard, such as PCI DSS, they should follow at least the minimum requirements from that standard.
Something You Have
Smartcards and hardware tokens are both examples of the Type 2, or something you have, factor of authentication. They are rarely used by themselves but are commonly combined with another authentication factor, providing multifactor authentication.
Smartcards
A smartcard is a credit card–sized ID or badge and has an integrated circuit chip embedded in it. Smartcards contain information about the authorized user that is used for identification and/or authentication purposes. Most current smartcards include a microprocessor and one or more certificates. The certificates are used for asymmetric cryptography such as encrypting data or digitally signing emails, as discussed in Chapter 7, “PKI and Cryptographic Applications.” Smartcards are tamper-resistant and provide users with an easy way to carry and use complex encryption keys.
Users insert the card into a smartcard reader when authenticating. It’s common to require users to also enter a PIN or password as a second authentication factor with the smartcard.
Note that smartcards can provide both identification and authentication. However, because users can share or swap smartcards, they aren’t effective identification methods by themselves. Most implementations require users to use another authentication factor, such as a PIN or username and password.
Tokens
A token device, or hardware token, is a password-generating device that users can carry with them. A common token used today includes a display that shows a sixto eight-digit number. An authentication server stores the details of the token, so at any moment, the server knows what number is displayed on the user’s token.
Tokens are typically combined with another authentication mechanism. For example, users might enter a username and password (in the something you know factor of authentication) and then enter the number displayed in the token (in the something you have factor of authentication). This provides multifactor authentication.
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Hardware token devices use dynamic onetime passwords, making them more secure than static passwords. These are typically six or eight PINs.
The two types of tokens are synchronous dynamic password tokens and asynchronous dynamic password tokens:
Synchronous Dynamic Password Tokens Hardware tokens that create synchronous dynamic passwords are time based and synchronized with an authentication server. They generate a new PIN periodically, such as every 60 seconds. This requires the token and the server to have accurate time. A common way this is used is by requiring the user
to enter a username, a static password, and the PIN into a web page. Other times, the system prompts users to enter the PIN after first entering their username and password.
Asynchronous Dynamic Password Tokens An asynchronous dynamic password does not use a clock. Instead, the hardware token generates PINs based on an algorithm and an incrementing counter. When using an incrementing counter, it creates a dynamic onetime PIN that stays the same until it is used for authentication. Some tokens create a onetime PIN when the user enters a PIN provided by the authentication server into the token. For example, a user would first submit a username and password to a web page. After validating the user’s credentials, the authentication system uses the token’s identifier and incrementing counter to create a challenge number and sends it back to the user via the web page. The challenge number changes each time a user authenticates, so it is often called a nonce (short for “number used once”). The challenge number will only produce the correct onetime password on the device belonging to that user. The user enters the challenge number into the token, and the token creates a password. The user then enters the password into the website to complete the authentication process.
Hardware tokens provide strong authentication, but they do have failings. If the battery dies or the device breaks, the user won’t be able to gain access.
Some organizations use the same concepts but provide the PIN via a software application running on the user’s device. As an example, Symantec supports the VIP Access app. After it’s configured to work with an authentication server, it sends a new six-digit PIN to the app every 30 seconds.
Something You Are
Another common authentication and identification technique is the use of biometrics. Biometric factors fall into the Type 3, something you are, authentication category.
Biometric factors can be used as an identifying technique, an authentication technique, or both. Using a biometric factor instead of a username or account ID as an identification factor requires a one-to-many search of the offered biometric pattern against a stored database of enrolled and authorized patterns. Capturing a single image of a person and searching a database of many people looking for a match is an example of a one-to-many search. As an identification technique, biometric factors are used in physical access controls. As an example, many casinos use this technique to identify individuals in the casino.
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Using a biometric factor as an authentication technique requires a one-to-one match of the offered biometric pattern against a stored pattern for the claimed subject identity. In other words, the user claims an identity, and the authentication system checks the biometric factor to see if the person matches the claimed identity.
Physiological biometric methods include fingerprints, face scans, retina scans, iris scans, palm scans (also known as palm topography or palm geography), and voice patterns:
Fingerprints Fingerprints are the visible patterns on the fingers and thumbs of people. They are unique to an individual and have been used for decades in physical security for identification. Fingerprints have loops, whorls, ridges, and bifurcations (also called minutiae) and fingerprint readers match the minutiae to data within a database. Fingerprint readers are now commonly used on smartphones, tablets, laptop computers, and USB flash drives to identify and authenticate users. It usually takes less than a minute to capture a user’s fingerprint during the registration process.
Face Scans Face scans use the geometric patterns of faces for detection and recognition. Many smartphones and tablets support face identification to unlock the device. Casinos use it to identify card cheats. Law enforcement agencies have been using it to catch criminals at borders and in airports. Face scans are also used to identify and
authenticate people before allowing them to access secure spaces such as a secure vault.
Retina Scans Retina scans focus on the pattern of blood vessels at the back of the eye. They are the most accurate form of biometric authentication and can differentiate between identical twins. However, some privacy proponents object to their use because they can reveal medical conditions, such as high blood pressure and pregnancy. Older retinal scans blew a puff of air into the user’s eye, but newer ones typically use infrared light instead. Additionally, retina scanners typically require users to be as close as three inches from the scanner.
Iris Scans Focusing on the colored area around the pupil, iris scans are the secondmost accurate form of biometric authentication. Like the retina, the iris remains relatively unchanged throughout a person’s life (barring eye damage or illness). Iris scans are considered more acceptable by general users than retina scans because scans can occur from far away and are less intrusive. Scans can often be done from 6 to 12 meters away (about 20 to 40 feet). However, some scanners can be fooled with a high-quality image in place of a person’s eye. Additionally, accuracy can be affected by changes in lighting and the usage of some glasses and contact lenses.
Palm Scans Palm scanners scan the palm of the hand for identification. They use near-infrared light to measure vein patterns in the palm, which are as unique as fingerprints. Individuals simply place their palm over a scanner for a few seconds during the registration process. Later, they place their hand over the scanner again for identification. For example, the Graduate Management Admission Council (GMAC) uses palm vein readers to prevent people from taking the test for others and ensure that the same person reenters the testing room after a break.

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Voice Pattern Recognition This type of biometric authentication relies on the characteristics of a person’s speaking voice, known as a voiceprint. The user speaks a specific phrase, which is recorded by the authentication system. To authenticate, they repeat the same phrase, and it is compared to the original. Voice pattern recognition is sometimes used as an additional authentication mechanism but is rarely used by itself.
Speech recognition is commonly confused with voice pattern recognition, but they are different. Speech recognition software, such as dictation software, extracts communications from sound. In other words, voice pattern recognition differentiates between one voice and another for identification or authentication, whereas speech recognition differentiates between words with any person’s voice.
The use of biometrics promises universally unique identification for every person on the planet. Unfortunately, biometric technology has yet to live up to this promise. However, technologies that focus on physical characteristics are very useful for authentication.
Biometric Factor Error Ratings
The most important aspect of a biometric device is its accuracy. When using biometrics for identification, a biometric device must detect minute differences in information, such as variations in the blood vessels in a person’s retina or differences in a person’s veins in their palm. Because most people are similar, biometric methods often result in false negative and false positive authentications. Biometric devices are rated for performance by examining the different types of errors they produce:
False Rejection Rate A false rejection occurs when an authentication system does not authenticate a valid user. As an example, say Dawn has registered her fingerprint and used it for authentication previously. Imagine that she uses her fingerprint to authenticate herself today, but the system incorrectly rejects her fingerprint, indicating it isn’t valid. This is sometimes called a false negative authentication. The ratio of false rejections to valid authentications is known as the false rejection rate (FRR). False rejection is sometimes called a Type I error.
False Acceptance Rate A false acceptance occurs when an authentication system authenticates someone incorrectly. This is also known as a false positive authentication. As an example, imagine that Hacker Joe doesn’t have an account and hasn’t registered his fingerprint. However, he uses his fingerprint to authenticate, and the system recognizes him. This is a false positive or a false acceptance. The ratio of false positives to valid authentications is the false acceptance rate (FAR). False acceptance is sometimes called a Type II error.
Most biometric devices have a sensitivity adjustment. When a biometric device is too sensitive, false rejections (false negatives) are more common. When a biometric device is not sensitive enough, false acceptance (false positives) are more common.

654 Chapter 13 ■ Managing Identity and Authentication
You can compare the overall quality of biometric devices with the crossover error rate (CER), also known as the equal error rate (ERR). Figure 13.1 shows the FRR and FAR percentages when a device is set to different sensitivity levels. The point where the FRR and FAR percentages are equal is the CER, and the CER is used as a standard assessment value to compare the accuracy of different biometric devices. Devices with lower CERs are more accurate than devices with higher CERs.
FIGURE 13 . 1 Graph of FRR and FAR errors indicating the CER point
% |
FAR |
FRR |
CER
Sensitivity
It’s not necessary, and often not desirable, to operate a device with the sensitivity set at the CER level. For example, an organization may use a facial recognition system to allow or deny access to a secure area because they want to ensure that unauthorized individuals are never granted access. In this case, the organization would set the sensitivity very high,
so there is little chance of a false acceptance (false positive). This may result in more false rejections (false negatives), but a false rejection is more acceptable than a false acceptance in this scenario.
Biometric Registration
Biometric devices can be ineffective or unacceptable due to factors known as enrollment time, throughput rate, and acceptance. For a biometric device to work as an identification or authentication mechanism, enrollment (or registration) must occur. During enrollment, a subject’s biometric factor is sampled and stored in the device’s database. This stored sample of a biometric factor is the reference profile (also known as a reference template).
The time required to scan and store a biometric factor depends on which physical or performance characteristic is measured. Users are less willing to accept the inconvenience of biometric methods that take a long time. In general, enrollment times over 2 minutes are unacceptable. If you use a biometric characteristic that changes over time, such as a person’s
voice tones, facial hair, or signature pattern, users must enroll again at regular intervals, adding inconvenience.