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Principles of Information Security PDF

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Summary

This document is a module on the need for information security, discussing the importance of information protection and its relationship to business needs. The presented material highlights the functions of information security in organizations.

Full Transcript

Module 2 The Need for Information Security Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scan...

Module 2 The Need for Information Security Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 1 Module Objectives By the end of this module, you should be able to: 2.1 Discuss the need for information security 2.2 Explain why a successful information security program is the shared responsibility of the entire organization 2.3 List and describe the threats posed to information security and common attacks associated with those threats 2.4 List the common information security issues that result from poor software development efforts Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 2 Introduction to the Need for Information Security (1 of 2) The primary mission of an information security program is to ensure that information assets—information and the systems that house them—remain safe and useful. If threats didn’t exist, resources could be used exclusively to improve systems that contain, use, and transmit information. The threat of attacks on information systems is a constant concern. Organizations must understand the environment in which information assets reside so their information security programs can address actual and potential problems. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 3 Introduction to the Need for Information Security (2 of 2) Information security performs four important functions for an organization: − Protecting the organization’s ability to function − Protecting the data and information the organization collects and uses − Enabling the safe operation of applications running on the organization’s IT systems − Safeguarding the organization’s technology assets Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 4 Business Needs First (organization’s ability to function) When security needs and business needs collide, business wins. Without the underlying business to generate revenue and use the information, the information may lose value, and there would be no need for it. If the business cannot function, information security becomes less important. The key is to balance the needs of the organization with the need to protect information assets, realizing that business needs come first. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 5 Protecting Functionality All three communities of interest are responsible for facilitating security programs. Implementing information security has more to do with management than technology. Communities of interest should address information security in terms of business impact and cost of business interruption, rather than isolating security as a technical problem. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 6 Protecting Data That Organizations Collect and Use Without data, an organization loses its record of transactions and the ability to deliver value to customers. Protecting data in transmission, in processing, and at rest (storage) is a critical aspect of information security. Securing databases encompasses managerial, technical, and physical controls. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 7 Enabling the Safe Operation of Applications Organizations needs environment that safeguard applications using IT systems. Management must continue to oversee infrastructure once in place—not relegate it to the IT department. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 8 Safeguarding Technology Assets in Organizations Organizations must employ secure infrastructure hardware appropriate to the size and scope of the enterprise. Additional security services may be needed as the organization grows. More robust solutions should replace security programs the organization has outgrown. IT continues to add new capabilities and methods that allow organizations to solve business information management challenges. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 9 Information Security Threats and Attacks Threat: A potential risk to an asset’s loss of value. Attack: An intentional or unintentional act that can damage or otherwise compromise information and the systems that support it. Exploit: A technique used to compromise a system. Vulnerability: A potential weakness in an asset or its defensive control system(s). Management must be informed about the various threats to an organization’s people, applications, data, and information systems. Overall security is improving, but the number of potential hackers is growing. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 10 Knowledge Check Activity 1 Match the terms on the left with the definitions on the right. Term Definition Threat An intentional or unintentional act that can damage Attack or otherwise compromise information and the systems that support it. Exploit A potential weakness in an asset or its defensive Vulnerability control system(s). A potential risk to an asset’s loss of value. A technique used to compromise a system. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 11 Knowledge Check Activity 1: Answer Match the terms with the definitions. Answer: Term Definition Threat A potential risk to an asset’s loss of value. Attack An intentional or unintentional act that can damage or otherwise compromise information and the systems that support it. Exploit A technique used to compromise a system. Vulnerability A potential weakness in an asset or its defensive control system(s). Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 12 World Internet Usage World Regions Population Population Internet Users Penetration Growth Internet (2020 Est.) % of World (6/30/2020) Rate (% Pop.) 2000–2020 World % Africa 1,340,598,447 17.2% 566,138,772 42.2% 12,441% 11.7% Asia 4,294,516,659 55.1% 2,525,033,874 58.8% 2,109% 52.2% Europe 834,995,197 10.7% 727,848,547 87.2% 592% 15.1% Latin America/ 654,287,232 8.4% 467,817,332 71.5% 2,489% 9.7% Caribbean Middle East 260,991,690 3.3% 184,856,813 70.8% 5,527% 3.8% North America 368,869,647 4.7% 332,908,868 90.3% 208% 6.9% Oceania/ 42,690,838 0.5% 28,917,600 67.7% 279% 0.6% Australia WORLD 7,796,949,710 100.0% 4,833,521,806 62.0% 1,239% 100.0% TOTAL Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 13 Rated Threats from Internal Sources in 2015 SEC/CISE Survey of Threats to Information Protection (1 of 2) From Employees or Internal Stakeholders Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Inability/unwillingness to follow established 6.6% 17.2% 33.6% 26.2% 16.4% 66% policy Disclosure due to insufficient training 8.1% 23.6% 29.3% 25.2% 13.8% 63% Unauthorized access or escalation of 4.8% 24.0% 31.2% 31.2% 8.8% 63% privileges Unauthorized information collection/data 6.4% 26.4% 40.0% 17.6% 9.6% 60% sniffing Theft of on-site organizational information 10.6% 32.5% 34.1% 12.2% 10.6% 56% assets Theft of mobile/laptop/tablet and related/ 15.4% 29.3% 28.5% 17.9% 8.9% 55% connected information assets Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 14 Rated Threats from Internal Sources in 2015 SEC/CISE Survey of Threats to Information Protection (2 of 2) From Employees or Internal Stakeholders Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Intentional damage or destruction of 22.3% 43.0% 18.2% 13.2% 3.3% 46% information assets Theft or misuse of organizationally leased, 29.6% 33.6% 21.6% 10.4% 4.8% 45% purchased, or developed software Web site defacement 43.4% 33.6% 16.4% 4.9% 1.6% 38% Blackmail of information release or sales 43.5% 37.1% 10.5% 6.5% 2.4% 37% Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 15 Rated Threats from External Sources in 2015 SEC/CISE Survey of Threats to Information Protection (1 of 2) From Outsiders or External Stakeholders Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Unauthorized information collection/data 6.4% 14.4% 21.6% 32.8% 24.8% 71% sniffing Unauthorized access or escalation of 7.4% 14.0% 26.4% 31.4% 20.7% 69% privileges Web site defacement 8.9% 23.6% 22.8% 26.8% 17.9% 64% Intentional damage or destruction of 14.0% 32.2% 18.2% 24.8% 10.7% 57% information assets Theft of mobile/laptop/tablet and related/ 20.5% 25.4% 26.2% 15.6% 12.3% 55% connected information assets Theft of on-site organizational information 21.1% 24.4% 25.2% 17.9% 11.4% 55% assets Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 16 Rated Threats from External Sources in 2015 SEC/CISE Survey of Threats to Information Protection (2 of 2) From Outsiders or External Stakeholders Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Blackmail of information release or sales 31.1% 30.3% 14.8% 14.8% 9.0% 48% Disclosure due to insufficient training 34.5% 21.8% 22.7% 13.4% 7.6% 48% Inability/unwillingness to follow 33.6% 29.4% 18.5% 6.7% 11.8% 47% established policy Theft or misuse of organizationally leased, 31.7% 30.1% 22.8% 9.8% 5.7% 46% purchased, or developed software Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 17 Perceived Threats to Information Assets in 2015 SEC/ CISE Survey of Threats to Information Protection (1 of 5) General Threats to Information Assets Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Electronic phishing/spoofing attacks 0.8% 13.1% 16.4% 32.0% 37.7% 79% Malware attacks 1.7% 12.4% 27.3% 36.4% 22.3% 73% Unintentional employee/insider mistakes 2.4% 17.1% 26.8% 35.8% 17.9% 70% Loss of trust due to information loss 4.1% 18.9% 27.0% 22.1% 27.9% 70% Software failures or errors due to unknown 5.6% 18.5% 28.2% 33.9% 13.7% 66% vulnerabilities in externally acquired software Social engineering of employees/insiders 8.1% 14.6% 32.5% 34.1% 10.6% 65% based on social media information Social engineering of employees/insiders 8.9% 19.5% 24.4% 32.5% 14.6% 65% based on other published information Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 18 Perceived Threats to Information Assets in 2015 SEC/ CISE Survey of Threats to Information Protection (2 of 5) General Threats to Information Assets Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Software failures or errors due to poorly 7.2% 21.6% 24.0% 32.0% 15.2% 65% developed, internally created applications SQL injections 7.6% 17.6% 31.9% 29.4% 13.4% 65% Social engineering of employees/insiders 11.4% 19.5% 23.6% 31.7% 13.8% 63% based on organization's Web sites Denial of service (and distributed DoS) 8.2% 23.0% 27.9% 32.8% 8.2% 62% attacks Software failures or errors due to known 8.9% 23.6% 26.8% 35.8% 4.9% 61% vulnerabilities in externally acquired software Outdated organizational software 8.1% 28.2% 26.6% 26.6% 10.5% 61% Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 19 Perceived Threats to Information Assets in 2015 SEC/ CISE Survey of Threats to Information Protection (3 of 5) General Threats to Information Assets Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Loss of trust due to representation as source 9.8% 23.8% 30.3% 23.0% 13.1% 61% of phishing/spoofing attack Loss of trust due to Web defacement 12.4% 30.6% 31.4% 19.8% 5.8% 55% Outdated organizational hardware 17.2% 34.4% 32.8% 12.3% 3.3% 50% Outdated organization data format 18.7% 35.8% 26.8% 13.8% 4.9% 50% Inability/unwillingness to establish effective 30.4% 26.4% 24.0% 13.6% 5.6% 48% policy by management Hardware failures or errors due to aging 19.5% 39.8% 24.4% 14.6% 1.6% 48% equipment Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 20 Perceived Threats to Information Assets in 2015 SEC/ CISE Survey of Threats to Information Protection (4 of 5) General Threats to Information Assets Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Hardware failures or errors due to defective 17.9% 48.0% 24.4% 8.1% 1.6% 46% equipment Deviations in quality of service from other 25.2% 38.7% 25.2% 7.6% 3.4% 45% provider Deviations in quality of service from data 26.4% 39.7% 23.1% 7.4% 3.3% 44% communications provider/ISP Deviations in quality of service from 29.9% 38.5% 18.8% 9.4% 3.4% 44% telecommunications provider/ISP (if different from data provider) Loss due to other natural disaster 31.0% 37.9% 23.3% 6.9% 0.9% 42% Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 21 Perceived Threats to Information Assets in 2015 SEC/ CISE Survey of Threats to Information Protection (5 of 5) General Threats to Information Assets Not a 2 3 4 A Severe Comp. Threat Threat Rank 1 5 Loss due to fire 26.2% 49.2% 21.3% 3.3% 0.0% 40% Deviations in quality of service from power 36.1% 43.4% 12.3% 5.7% 2.5% 39% provider Loss due to flood 33.9% 43.8% 19.8% 1.7% 0.8% 38% Loss due to earthquake 41.7% 35.8% 15.0% 6.7% 0.8% 38% Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 22 Common Attack Pattern Enumeration and Classification (CAPEC) A tool that security professionals can use to understand attacks is the Common Attack Pattern Enumeration and Classification (CAPEC) Web site hosted by Mitre—a nonprofit research and development organization sponsored by the U.S. government. This online repository can be searched for characteristics of a particular attack or simply browsed by professionals who want additional knowledge of how attacks occur procedurally. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 23 The 12 Categories of Threats Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 24 The 12 Categories of Threats to Information Security Category of Threat Attack Examples Compromises to intellectual property Piracy, copyright infringement Deviations in quality of service Internet service provider (ISP), power, or WAN service problems Espionage or trespass Unauthorized access and/or data collection Forces of nature Fire, floods, earthquakes, lightning Human error or failure Accidents, employee mistakes Information extortion Blackmail, information disclosure Sabotage or vandalism Destruction of systems or information Software attacks Viruses, worms, macros, denial of service Technical hardware failures or errors Equipment failure Technical software failures or errors Bugs, code problems, unknown loopholes Technological obsolescence Antiquated or outdated technologies Theft Illegal confiscation of equipment or information Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 25 Compromises to Intellectual Property Intellectual property (IP): creation, ownership, and control of original ideas as well as the representation of those ideas IP includes trade secrets, copyrights, trademarks, and patents. The most common IP breaches involve software piracy. Two watchdog organizations investigate software abuse: − Software and Information Industry Association (SIIA) − Business Software Alliance (BSA) According to the BSA, in 2018, approximately 37 percent of software installed on personal computers globally was not properly licensed. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 26 Deviations in Quality of Service (1 of 3) An information system depends on the successful operation of many interdependent support systems. Internet service, communications, and power irregularities dramatically affect the availability of information and systems. Services are usually arranged with a service level agreement (SLA). Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 27 Average Cost of Downtime According to Fusion Connect Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 28 Deviations in Quality of Service (2 of 3) Internet service issues − Internet service provider (ISP) failures can considerably undermine the availability of information. − An outsourced Web hosting provider assumes responsibility for all Internet services as well as for the hardware and Web site operating system software. Communications and other service provider issues − Other utility services affect organizations: telephone, water, wastewater, trash pickup. − Loss of these services can affect an organization’s ability to function. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 29 Deviations in Quality of Service (3 of 3) Power irregularities − Commonplace − Lead to fluctuations such as power excesses, power shortages, and power losses (blackout, brownout, fault, noise, sag, spike, or surge) − Sensitive electronic equipment vulnerable to and easily damaged/destroyed by fluctuations − Controls can be applied to manage power quality. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 30 Knowledge Check Activity 2 A short-term decrease in electrical power availability is known as a _____. a. surge b. spike c. sag d. swell Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 31 Knowledge Check Activity 2: Answer A short-term decrease in electrical power availability is known as a _____. Answer: c. sag A spike (or swell) or a surge is an increase in power availability. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 32 Espionage or Trespass (1 of 3) Access of protected information by unauthorized individuals Competitive intelligence techniques are legal, whereas industrial espionage techniques are not. Shoulder surfing can occur anywhere a person accesses confidential information. Acts of trespass can lead to unauthorized real or virtual actions that enable information gatherers to enter premises or systems without permission. Hackers use skill, guile, or fraud to bypass controls protecting others’ information. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 33 Shoulder Surfing Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 34 Espionage or Trespass (2 of 3) Expert hacker − Develops software scripts and program exploits − Usually a master of many skills − Will often create attack software and share with others Unskilled hackers − Many more unskilled hackers than expert hackers − Use expertly written software to exploit a system − Do not usually fully understand the systems they hack − Also known as script kiddies or packet monkeys Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 35 Contemporary Hacker Profile Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 36 Espionage or Trespass (3 of 3) Other terms for system rule breakers: − Cracker: “cracks” or removes software protection designed to prevent unauthorized duplication. − Phreaker: hacks the public telephone system to make free calls or disrupt services. Password attacks − Cracking − Brute force − Dictionary − Rainbow tables − Social engineering Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 37 Password Strength (1 of 2) Case-insensitive Passwords Using a Standard Alphabet Set (No Numbers or Special Characters) Password Length Odds of Cracking: 1 in (based on number of Estimated Time to Crack* characters ^ password length): 8 208,827,064,576 0.36 seconds 9 5,429,503,678,976 9.27 seconds 10 141,167,095,653,376 4.02 minutes 11 3,670,344,486,987,780 1.74 hours 12 95,428,956,661,682,200 1.89 days 13 2,481,152,873,203,740,000 49.05 days 14 64,509,974,703,297,200,000 3.5 years 15 1,677,259,342,285,730,000,000 90.9 years 16 43,608,742,899,428,900,000,000 2,362.1 years Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 38 Password Strength (2 of 2) Case-sensitive Passwords Using a Standard Alphabet Set with Numbers and 20 Special Characters Password Length Odds of Cracking: 1 in (based on number of Estimated Time to Crack* characters ^ password length): 8 2,044,140,858,654,980 1.0 hours 9 167,619,550,409,708,000 3.3 days 10 13,744,803,133,596,100,000 271.7 days 11 1,127,073,856,954,880,000,000 61.0 years 12 92,420,056,270,299,900,000,000 5,006.0 years 13 7,578,444,614,164,590,000,000,000 410,493.2 years 14 621,432,458,361,496,000,000,000,000 33,660,438.6 years 15 50,957,461,585,642,700,000,000,000,000 2,760,155,968.2 years 16 4,178,511,850,022,700,000,000,000,000,000 226,332,789,392.1 years Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 39 Forces of Nature Forces of nature can present some of the most dangerous threats. They disrupt not only individual lives, but also storage, transmission, and use of information. Threats include fires, floods, earthquakes, lightning, landslides, tornados, hurricanes, tsunamis, ESD, dust contamination, solar activity, civil unrest, and acts of war. Organizations must implement controls to limit damage and prepare contingency plans for continued operations. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 40 Human Error or Failure (1 of 2) Includes acts performed without malicious intent or in ignorance Causes include: − Inexperience − Improper training − Incorrect assumptions Employees are among the greatest threats to an organization’s data. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 41 The Biggest Threat—Acts of Human Error or Failure Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 42 Human Error or Failure (2 of 2) Employee mistakes can easily lead to: − Revelation of classified data − Entry of erroneous data − Accidental data deletion or modification − Data storage in unprotected areas − Failure to protect information Many of these threats can be prevented with training, ongoing awareness activities, and controls. Social engineering uses social skills to convince people to reveal access credentials or other valuable information to an attacker. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 43 Social Engineering “People are the weakest link. You can have the best technology; firewalls, intrusion-detection systems, biometric devices... and somebody can call an unsuspecting employee. That's all she wrote, baby. They got everything.” — Kevin Mitnick Business e-mail compromise: exploiting business e-mail systems and users Advance-fee fraud: indicates recipient is due money and small advance fee or personal banking information required to facilitate transfer Phishing: attempt to gain personal/confidential information; apparent legitimate communication hides embedded code that redirects user to third-party site Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 44 Example of a Nigerian 4-1-9 Fraud Letter Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 45 Phishing Example: Lure Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 46 Phishing Example: Fake Website Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 47 Information Extortion Also known as cyberextortion Attacker steals information from a computer system and demands compensation for its return or nondisclosure Common in credit card number theft Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 48 Ransomware Ransomware is a malware attack on the host system that denies access to the user and then offers to provide a key to allow access back to the user’s system and data for a fee. There are two types of ransomware: lockscreen and encryption. Common phishing mechanisms to get a user to download ransomware include pop-ups indicating that illegal information or malware was detected on the user’s system, threatening to notify law enforcement, or offering to delete the offending material if the user clicks a link or button. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 49 Ransomware Notification Screen Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 50 Sabotage or Vandalism Threats can range from petty vandalism to organized sabotage. Web site defacing can erode consumer confidence, diminishing an organization’s sales, net worth, and reputation. Threat of hacktivist or cyberactivist operations is rising. Cyberterrorism/cyberwarfare: a much more sinister form of hacking Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 51 Software Attacks (1 of 5) Malicious software (malware) is used to overwhelm the processing capabilities of online systems or to gain access to protected systems via hidden means. Software attacks occur when an individual or a group designs and deploys software to attack a system. When an attack makes use of malware that is not yet known by the antimalware software companies, it is said to be a zero-day attack. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 52 Software Attacks (2 of 5) Types of attacks include: − Malware (malicious code): It includes the execution of viruses, worms, Trojan horses, and active Web scripts with the intent to destroy or steal information. ▪ Virus: It consists of code segments that attach to existing program and take control of access to the targeted computer. ▪ Worms: They replicate themselves until they completely fill available resources such as memory and hard drive space. ▪ Trojan horses: malware disguised as helpful, interesting, or necessary pieces of software ▪ Polymorphic threat: actually evolves to elude detection ▪ Virus and worm hoaxes: nonexistent malware that employees waste time spreading awareness about ▪ Back door: gaining access to system or network using known or previously unknown/newly discovered access mechanism Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 53 Software Attacks (3 of 5) Types of attacks (cont’d) − Denial-of-service (DoS): An attacker sends a large number of connection or information requests to a target. ▪ The target system becomes overloaded and cannot respond to legitimate requests for service. ▪ It may result in a system crash or inability to perform ordinary functions. − Distributed denial-of-service (DDoS): A coordinated stream of requests is launched against a target from many locations simultaneously. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 54 The Most Dangerous Malware Attacks to Date (1 of 2) Malware Type Year Estimated Number Estimated Financial of Systems Infected Damage CIH, a.k.a. Chernobyl Memory-resident virus 1998 Unknown $250 million Melissa Macro virus 1999 Unknown $300 million to $600 million ILOVEYOU Virus 2000 10% of Internet $5.5 billion Klez (and variants) Virus 2001 7.2% of Internet $19.8 billion Code Red (and CR II) Worm 2001 400,000 servers $2.6 billion Nimda Multivector worm 2001 Unknown Unknown Sobig F Worm 2003 1 million $3 billion SOL Slammer, a.k.a. Worm 2003 75,000 $950 million to $1.2 billion Sapphire Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 55 The Most Dangerous Malware Attacks to Date (2 of 2) Malware Type Year Estimated Number Estimated Financial of Systems Infected Damage MyDoom Worm 2004 2 million $38 billion Sasser Worm 2004 500,000 to 700,000 Unknown Nesky Virus 2004 Less than 100,000 Unknown Storm Worm Trojan horse virus 2006 10 million Unknown Leap-A/Oompa-A Virus 2006 Unknown (Apple) Unknown Conficker Worm 2009 15 million Unknown Stutznet Worm 2009 ~200,000 Unknown Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 56 Attack Replication Vectors (1 of 2) Vector Description IP scan and attack The infected system scans a range of IP addresses and service ports and targets several vulnerabilities known to hackers or left over from previous exploits, such as Code Red, Back Orifice, or PoizonBox. Web browsing If the infected system has write access to any Web pages, it makes all Web content files infectious, including.html,.asp,.cgi, and other files. Users who browse to those pages infect their machines. Virus Each affected machine infects common executable or script files on all computers to which it can write, which spreads the virus code to cause further infection. Unprotected shares Using vulnerabilities in file systems and in the way many organizations configure them, the infected machine copies the viral component to all locations it can reach. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 57 Attack Replication Vectors (2 of 2) Vector Description Mass mail By sending e-mail infections to addresses found in the address book, the affected machine infects many other users, whose mail-reading programs automatically run the virus program and infect even more systems. Simple Network SNMP is used for remote management of network and computer devices. By using the Management widely known and common passwords that were employed in early versions of this Protocol (SNMP) protocol, the attacking program can gain control of the device. Most vendors have closed these vulnerabilities with software upgrades. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 58 Denial-of-Service Attacks Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 59 Software Attacks (4 of 5) Types of attacks (cont’d) − Mail bombing (also a DoS): An attacker routes large quantities of e-mail to a target to overwhelm the receiver. − Spam (unsolicited commercial e-mail): It is considered more a nuisance than an attack, though it is emerging as a vector for some attacks. − Packet sniffer: It monitors data traveling over a network; it can be used both for legitimate management purposes and for stealing information from a network. − Spoofing: A technique used to gain unauthorized access; an intruder assumes a trusted IP address. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 60 IP Spoofing Attack Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 61 Software Attacks (5 of 5) Types of attacks (cont’d) − Pharming: It attacks a browser’s address bar to redirect users to an illegitimate site for the purpose of obtaining private information. − Man-in-the-middle: An attacker monitors the network packets, modifies them, and inserts them back into the network. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 62 Man-in-the-Middle Attack Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 63 Knowledge Check Activity 3 Communications interception attacks include all of the following EXCEPT _____. a. sniffers b. spoofing c. pharming d. ransomware e. man-in-the-middle Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 64 Knowledge Check Activity 3: Answer Communications interception attacks include all of the following EXCEPT _____. Answer: c. ransomware Each of the others involves using the communication network or procedures as a means of attack. Ransomware uses encryption of the victim’s data as a means to extort payment. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 65 Technical Hardware Failures or Errors (1 of 2) They occur when a manufacturer distributes equipment containing a known or unknown flaw. They can cause the system to perform outside of expected parameters, resulting in unreliable service or lack of availability. Some errors are terminal, while others are intermittent. Intel Pentium CPU failure is a notable example. Mean time between failure and annualized failure rates measure hardware failure rates. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 66 Technical Hardware Failures or Errors (2 of 2) Large quantities of computer code are written, debugged, published, and sold before all bugs are detected and resolved. Combinations of certain software and hardware can reveal new software bugs. Entire Web sites are dedicated to documenting bugs. Open Web Application Security Project (OWASP) is dedicated to helping organizations create/operate trustworthy software and publishes a list of top security risks. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 67 The Deadly Sins in Software Security (1 of 3) Common failures in software development: − SQL injection − Web server-related vulnerabilities (XSS, XSRF, and response splitting) − Web client-related vulnerability (XSS) − Use of magic URLs and hidden forms − Buffer overrun − Format string problems − Integer bugs (overflows/underflows) − C++ catastrophes Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 68 The Deadly Sins in Software Security (2 of 3) Common failures in software development: − Catching exceptions − Command injection − Failure to handle errors − Information leakage − Race conditions − Poor usability − Not updating easily − Executing code with too much privilege Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 69 The Deadly Sins in Software Security (3 of 3) Common failures in software development: − Failure to protect stored data − Sins of mobile code − Use of weak password-based systems − Weak random numbers − Using cryptography incorrectly − Failure to protect network traffic − Improper use of PKI, especially SSL − Trusting network name resolution − Neglecting change control Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 70 Technological Obsolescence Antiquated/outdated infrastructure can lead to unreliable and untrustworthy systems. Proper managerial planning should prevent technology obsolescence. IT plays a large role. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 71 Theft It is the illegal taking of another’s physical, electronic, or intellectual property. Physical theft is controlled relatively easily. Electronic theft is a more complex problem; the evidence of crime is not readily apparent. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 72 Summary (1 of 4) Information security performs four important functions: − Information security performs four important functions to ensure that information assets remain safe and useful: protecting the organization’s ability to function, enabling the safe operation of applications implemented on the organization’s IT systems, protecting the data an organization collects and uses, and safeguarding the organization’s technology assets. − To make sound decisions about information security, management must be informed about threats to its people, applications, data, and information systems, and the attacks they face. − Threats are any events or circumstances that have the potential to adversely affect operations and assets. An attack is an intentional or unintentional act that can damage or otherwise compromise information and the systems that support it. A vulnerability is a potential weakness in an asset or its defensive controls. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 73 Summary (2 of 4) Threats or dangers facing an organization’s people, information, and systems fall into the following categories: − Compromises to intellectual property—Intellectual property, such as trade secrets, copyrights, trademarks, or patents, are intangible assets that may be attacked via software piracy or the exploitation of asset protection controls. − Deviations in quality of service—Organizations rely on services provided by others. Losses can come from interruptions to those services. − Espionage or trespass—Asset losses may result when electronic and human activities breach the confidentiality of information. − Forces of nature—A wide range of natural events can overwhelm control systems and preparations to cause losses to data and availability. − Human error or failure—Losses to assets may come from intentional or accidental actions by people inside and outside the organization. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 74 Summary (3 of 4) Threats or dangers facing an organization’s people, information, and systems fall into the following categories: − Information extortion—Stolen or inactivated assets may be held hostage to extract payment of ransom. − Sabotage or vandalism—Losses may result from the deliberate sabotage of a computer system or business, or from acts of vandalism. These acts can either destroy an asset or damage the image of an organization. − Software attacks—Losses may result when attackers use software to gain unauthorized access to systems or cause disruptions in systems availability. − Technical hardware failures or errors—Technical defects in hardware systems can cause unexpected results, including unreliable service or lack of availability. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 75 Summary (4 of 4) Threats or dangers facing an organization’s people, information, and systems fall into the following categories: − Technical software failures or errors—Software used by systems may have purposeful or unintentional errors that result in failures, which can lead to loss of availability or unauthorized access to information. − Technological obsolescence—Antiquated or outdated infrastructure can lead to unreliable and untrustworthy systems that may result in loss of availability or unauthorized access to information. − Theft—Theft of information can result from a wide variety of attacks. Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 76 Self-Assessment Consider this statement: − “When security needs and business needs collide, business needs win out.” Do you think there are times and circumstances when this is not completely true? When might that be? If you are working in the area of information security, what does this statement indicate about how you should work with other units in the organization? Michael E. Whitman and Herbert J. Mattord, Principles of Information Security, 7th Edition. © 2022 Cengage. All Rights Reserved. May not be scanned, copied or duplicated, or posted to a publicly accessible website, in whole or in part. 77 Information Security User Authentication Outlines ◼ User Authentication techniques User Authentication “The process of verifying an identity claimed by or for a system entity.” Authentication Process ◼Fundamental ◼Identification step building block ⚫ Presenting an identifier to the security system and primary line of defense Verification step ⚫ Presenting or generating ◼Basis for access authentication information that control and user corroborates the accountability binding between the entity and the identifier Authentication Process ◼ An authentication process consists of two steps: ❖ Identification step: Presenting an identifier to the security system. (Identifiers should be assigned carefully, because authenticated identities are the basis for other security services, such as access control service.) ❖ Verification step: Presenting or generating authentication information that corroborates the binding between the entity and the identifier. Password Authentication ◼ Widely used line of defense against intruders ❖ User provides name/login and password ❖ System compares password with the one stored for that specified login ◼ The user ID: ❖ Determines that the user is authorized to access the system ❖ Determines the user’s privileges ❖ Is used in discretionary access control ◼ Password Authentication Benefits: ❖ Used for a long time. ❖ Integrated into many operating systems ❖ Users are familiar with them. Password Vulnerabilities Countermeasures ◼ stop unauthorized access to password file ◼ intrusion detection measures ◼ account lockout mechanisms ◼ policies against using common passwords but rather hard to guess passwords ◼ training & enforcement of policies ◼ automatic workstation logout ◼ encrypted network links Use of Hashed Passwords Example: UNIX system Password Cracking Modern Approaches ◼ Complex password policy ❖ Forcing users to pick stronger passwords However password-cracking techniques have also improved ❖ The processing capacity available for password cracking has increased dramatically ❖ The use of sophisticated algorithms to generate potential passwords ❖ Studying examples and structures of actual passwords in use Password Selection Strategies Something User Has: Token Authentication ◼ Most of these techniques are a combination of something the user has and something the user knows. ◼ Objects that the user has for a purpose of authentication are called tokens. ◼ The tokens are divided to: Memory Tokens and Smart Tokens. Token Authentication ◼ object user possesses to authenticate, e.g. ❖ magnetic stripe card ❖ memory card ❖ Smartcard/Smart tokens Types of Cards Used as Tokens Card Type Defining Feature Example Embossed Raised characters only, on Old credit card front Magnetic stripe Magnetic bar on back, characters on front Bank card Memory Electronic memory inside Prepaid phone card Smart Electronic memory and processor inside Biometric ID card Contact Electrical contacts exposed on surface Contactless Radio antenna embedded inside Memory Card/ Token ◼ store but do not process data ◼ magnetic stripe card, e.g. bank card ◼ electronic memory card ◼ used alone for physical access ◼ with password/PIN for computer use ◼ drawbacks of memory cards include: ❖ need special reader ❖ loss of token issues ❖ user dissatisfaction (Need to hold it with him) ❖ Token cost Smart Tokens ◼ Smart token expands the functionality of a memory token by incorporating one or more integrated circuits into the token itself. ◼ Smart token also requires a user to provide something he know (ex: password) in order to "unlock" the smart token for use. ◼ Smart token Benefits: ❖ Great flexibility. ❖ Solve many authentication problems. ❖ Greater security than memory cards. ❖ Solve the problem of electronic monitoring. Smart Tokens/Cards ◼Physical characteristics: o Include an embedded microprocessor o A smart token that looks like a bank card o Can look like calculators, keys, small portable objects ◼ Interface: o Manual interfaces include a keypad and display for interaction o Electronic interfaces communicate with a compatible reader/writer ◼ Authentication protocol: o Classified into three categories: Static Dynamic password generator Challenge-response Smart Cards ◼ Most important category of smart token o Has the appearance of a credit card o Has an electronic interface o May use any of the smart token protocols ◼ Contain: o An entire microprocessor Processor Memory I/O ports ◼ Typically include three types of memory: o Read-only memory (ROM) Stores data that does not change during the card’s life o Electrically erasable programmable ROM (EEPROM) Holds application data and programs o Random access memory (RAM) Holds temporary data generated when applications are executed Biometric Authentication ◼ Attempts to authenticate an individual based on unique physical characteristics ◼ Based on pattern recognition ◼ Is technically complex and expensive when compared to passwords and tokens ◼ Physical characteristics used include: o Facial characteristics o Fingerprints o Hand geometry o Retinal pattern o Iris o Signature o Voice Authentication Procedures Two-Parity Two-Parity Third-parity ? CSC-S 421 Dr. Mohamed Elhoseny Fall 2020-2021

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