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Security and Privacy Protection
in Visual Sensor Network
Advisor:
Leonid Batyuk
Student:
Khan Reaz
1
Agenda
• Attack scenarios on VSN
• Design Challenges
• Requirements
• 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
• Goals
• By Whom
• What Level
Passive:Il
Active: Pa
infrastruc
Disruptin
Outsiders
Insiders
Classification of Attack (Cont’d…)
• Illegitimate Data Access:
• Disrupting Service:
• 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.
“Who will guard the guards?”
*Roman poet: Juvenal
Prevention from outsiders attack:
- Data Encryption
- Authentication
- Digital Signature etc.
• Applying Four Eye principle
• Only minimal amount of information is disclosed
9
• Modification of Softwares
• Installation of new software (i.e: Malware, Rootkits)
• 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
• Reactive Data Delivery Cannot Replace Security.
• Tradeoff between Privacy Protection and System Utility.
• Incomplete Security Requirements & unclearResponsibilities.
• Lack of
18
• Node Centric Protection.
• User Centric Protection.
• Collaboration Security.
{
• No Common Definition
• Highly Subjective
• Legislative
• Identity vs Behavior
Protecting Privacy
19
Privacy Protection Techniques
Blanking Pixelation Abstraction Encryption
20
Detection
Remarks
21
• Pre Deployment Audit
• Requirements Analysis
• Regular Threat Drill
• Awareness Campaign
22
Thank you
• 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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