1 Chapter 11 Security, Privacy, & Trust Issues in Smart Environments

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Chapter 11

Security, Privacy, & TrustIssues in Smart Environments

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Consider, A Smart Home knows… What time you go to bed, get up What time you leave for, come from work That you have a brand new $5,000 plasma TV Your password to your computer The combination to your safe All your important numbers

SSN, bank account, security code

? How secure do you want your system to be ?

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Introduction Smart environment (space) - extensively

equipped sensors, actuators, computing Exploit combinations of small distributed

sensing & computational nodes to identify & deliver personalized service

User interacts & exchanges information with environment

* Must be secure, private, trustworthy *

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Trust vs. Risk Vast amount of personal information What about safety? These issues may delay or stop

acceptance of smart environments Cost + less privacy

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How Ubicomp Differs- 4 Key Issues -

1. Ubiquity: everywhere

2. Invisibility: users won't know when they are "using" a computer

3. Sensing: inputs everything you do & say

4. Memory Amplification: all can be stored, queried, replayed

* Sounds like a "bad" sci-fi movie! *

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The Fundamental Change … Today, can often see boundaries RE: security, privacy, trust - can identify end

points; i.e. who get information Smart Environment

Don't know what's collected Don't know where it goes End points not visible

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Technology Categories1. Fixed Sensors: no computation

Window open or closed

2. Mobile Sensors: on the move; maybe GPS Sensed information vs. supplied

3. Fixed Computing Elements: computation & storage e.g. computer, air conditioner

4. Mobile Computing Elements: movement e.g. PDA, laptops, robots, intelligent wheelchair

No single component has full knowledge or control

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Security Need same as other computer systems,

network Ensure information is not stolen, modified,

access denied Respect privacy Trustworthy interactions Can "system" become an unwitting spy? What about visitors?

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TerminologySecurity: confidentiality, integrity, availability

Confidentiality: protecting information/service from unauthorized access

Integrity: protecting information/service from unauthorized changes (errors)

Availability: ensure information/service remains accessible

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Security - Smart Environments Encryption, Decryption - the main issue Authentication also important Complex

Decentralized Dynamic Transient

Proposed, but not suitable, solution Pretty Good Privacy (PGP) Decentralized Web of trust

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More on Security Devices have limited processing - storage

Less than suitable encryption Focus on transmission - eavesdropping

Still Hard to locate malicious mobile users Invisible - hard to secure network, can't see Denial-of-service attacks

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Device Security Device arrives from unknown domain Has device been altered? Theft - not just device Can malicious user masquerade as sensor? Limited battery life - intentionally run down

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Privacy Personalization of environment contributes to

privacy problems Lot of information collected; subject to

misuse 1984 - George Orwell - Big Brother

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TerminologyPrivacy: individuals* ability to determine when,

how & what information is communicated to others Protecting private information * Includes organizations

Privacy Control: includes management Set & enforce rules How managed is adaptively based on changes in

disclosure & location (mobility)

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Principle of Fair Information Practices

1. Openness/transparency - no secret records

2. Individual participation - can see records

3. Collection limits - appropriate collection

4. Data quality - accurate & relevant

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Principles #25. Use limits - only for specified purpose &

authorized users

6. Appropriate security - reasonable efforts

7. Accountability - record keepers Not a one-way responsibility (system to user) in

smart environments User must be aware

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P3P - Platform for Privacy Preferences From W3C - consortium Aims to define open standards for web sites to

enhance user control User can describe own privacy preferences Aimed at e-commerce So far, not adapted to smart environments

Due to bi-direction nature Conclusion: cannot achieve total privacy;

should base on openness

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Privacy Guidelines Based on principles & accidental invasion of

privacy1. Notice: make user aware, awareness infrastructure2. Choice & consent:

Get explicit consent Once notified, allow user to choose to participate Invisible vs. less invisible Natural vs. less natural

3. Anonymity & pseudonymity 1. hide user identity Contrary to "personalization"

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Privacy Guidelines #24. Proximity & locality

Related to filtering & multicasting Information only distributed to those in guidelines

5. Adequate security Encryption vs. small devices Use encryption wisely

6. Access & recourse Good practice in collection & distribution of data

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Trust Not well defined How can you trust a mobile entity when you may not

even know them? Cryptography protects data, privacy but who do you

communicate with? Consider in your smart home …

Your kids’ friends A repairperson The date of your friend who comes to a party

* Can you "trust" them? *

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TrustTraditional security doesn't really cover the

smart environment Identification & Authentication

Unsuitable, inflexible Mobility

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TerminologyTrust: difficult to define Subjective: depends on context Linked to risk, benefits Intransitive

a trusts b trusts c a doesn't necessarily trust c

Based on benevolence, honesty, competence, predictability

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Trust AspectsSystem Trust: system measures in place to

encourage successful interactions

Dispositional Trust: expectations of the trustworthiness of others

Situational Decision to Trust: situation specific nature of trust & formation of trust to an entity

Trust is emotional; emotion modeling not well understood

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Trust Management for Smart Environments

A unified approach to specifying & interpreting security policies, credentials, & relationships that follow direct authorization of security-critical actions (Blaze) Viewed as assignment of privileges e.g. PolicyMaker, KeyNote e.g. (extension) REFEREE Trust

Management System Credential-based -- not for smart environments

Inflexible, credential problems

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New Approaches to Trust Lots of research; want humanly intuitive Marsh

Based on utility, risk, importance Formulas for trust values [-1, 1) Very limited; not fully inclusive

Abdul-Rahman Decentralized trust management Incorporates trust levels & dynamics Based on reputation, recommendations, & experience

(of truster)

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New Approaches #2 Josang

Based on subjective logic & subjective beliefs Involves propositional logic, probability,

consensus Jonker & Treur

Dynamics of trust in light of personal experience Trust-negative & trust-positive evidence

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New Approaches #3 Grandison & Stoman

Trust management must be evaluated/analyzed SULTAN - Simple Universal Logic-oriented Trust

Analysis Notation Includes trust establishment, analysis, risk, specification

SECURE Project General trust model Allows for application specific domains Based on historical behavior

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Security - Privacy - Trust Issues are different

Mobile Smart

Wireless Other issues

Legal Biometric Sociotechnical Access control Others

* Very Important Challenge! *