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Security and Privacy Protection
in Visual Sensor Network
Advisor:
Leonid Batyuk
Student:
Khan Reaz
1
Agenda
โ€ข Attack scenarios on VSN
โ€ข Design Challenges
โ€ข Requirements
โ€ข Privacy Protection Mechanism
2
VSN in an open space: Station
Source: http://goo.gl/XjHxYM 3
VSN in a closed space: Power Plant
Source: http://goo.gl/U1mpM4
Application Scenarios
Reactive Monitoring
for Enforcement
Reactive Monitoring
for Private Safety
Proactive Monitoring
for Public Safety
5
Security and Privacy Requirements for VSN
6
Classification of Attacks
Disruptive
Attack
PassiveAttack
Active
Attack
7
โ€ข Goals
โ€ข By Whom
โ€ข What Level
Passive:Il
Active: Pa
infrastruc
Disruptin
Outsiders
Insiders
Classification of Attack (Contโ€™dโ€ฆ)
โ€ข Illegitimate Data Access:
โ€ข Disrupting Service:
โ€ข Illegitimate Control:
8
Attacker collects data for his/her own
use by eavesdropping

Takes (partial) control of a node by forge
or injecting control messages. 

Takes (partial) control of a node by forge
or injecting control messages.

Takes (partial) control of a node by forge
or injecting control messages.
โ€œWho will guard the guards?โ€
*Roman poet: Juvenal
Prevention from outsiders attack:
- Data Encryption
- Authentication
- Digital Signature etc.
โ€ข Applying Four Eye principle
โ€ข Only minimal amount of information is disclosed
9
โ€ข Modi๏ฌcation of Softwares
โ€ข Installation of new software (i.e: Malware, Rootkits)
โ€ข Changes of routing and MAC protocol.
Software vs Hardware Attack
10
Hardware based security:
- Smartcards
- CPU instruction set extensions
- Trusted Platform Module (TPM)
More sophisticated methods:
- Reverse engineering of IC
- Via side channel exploitation.
Design Challenges in VSN
11
Security Requirements
12
Node Centric Security Requirements
13
Data-Centric Security Requirements
14
User Centric Security Requirements
15
Network Centric Security Requirements
16
Protocol Overview
17
IN
w
Ar
pr
SP
N
fo
Zi
co
of
de
co
di
Zi
ke
di
an
es
N
m
sa
ar
be
W
pr
in
tra
SP
im
D
au
TE
au
re
Observations
โ€ข Reactive Data Delivery Cannot Replace Security.
โ€ข Tradeo๏ฌ€ between Privacy Protection and System Utility.
โ€ข Incomplete Security Requirements & unclearResponsibilities.
โ€ข Lack of
18
โ€ข Node Centric Protection.
โ€ข User Centric Protection.
โ€ข Collaboration Security.
{
โ€ข No Common De๏ฌnition
โ€ข Highly Subjective
โ€ข Legislative
โ€ข Identity vs Behavior
Protecting Privacy
19
Privacy Protection Techniques
Blanking Pixelation Abstraction Encryption
20
Detection
Remarks
21
โ€ข Pre Deployment Audit
โ€ข Requirements Analysis
โ€ข Regular Threat Drill
โ€ข Awareness Campaign
22
Thank you
โ€ข Winkler, T., & Rinner, B. (2014). Security and
Privacy Protection in Visual Sensor Networks: A
Survey. ACM Computing Surveys (CSUR), 47(1), 2.
References
23

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