SlideShare une entreprise Scribd logo
1  sur  58
Télécharger pour lire hors ligne
Prof. Anastasios A. Economides
University of Macedonia, Thessaloniki, Greece
economid@uom.gr
http://conta.uom.gr
Internet of Things (IoT)
&
Security Challenges
• IoT Definitions
• Forecasting, Market & Economics
• Applications
• Technology
• Research Challenges
• Security Challenges
• Wireless Sensor Network Security
• Attacks & Defense
• Security Visualization
• Conclusions
Presentation Outline
IN3-UOC 2014 seminar by Prof. A.A. Economides 2
IN3-UOC 2014 seminar by Prof. A.A. Economides
3
IoT Definitions
4IN3-UOC 2014 seminar by Prof. A.A. Economides
• IoT will connect objects around us to provide seamless communication and contextual
services provided by them. IETF
• IoT enables the objects in our environment to become active participants, i.e.,
– they share information with other members of the network or with any other
stakeholder,
– they are capable of recognizing events and changes in their surroundings and of acting
and reacting autonomously in an appropriate manner. IERC (Internet of Things
Research in Europe Cluster)
“Worldwide ICT infrastructure that enables ubiquitous services among
interacting humans, machines, data and applications”
A.A. Economides
IoT Driving Forces
IN3-UOC 2014 seminar by Prof. A.A. Economides 5
IN3-UOC 2014 seminar by Prof. A.A. Economides 6
IoT Forecast
7IN3-UOC 2014 seminar by Prof. A.A. Economides
Cisco: 25 billion devices connected to the Internet by 2015 and 50 billion by
2020.
IDC: 30 billion devices will be communicating over the network by 2020.
ABI Research: There are more than 10 billion wirelessly connected devices in
the market today; with over 30 billion devices by 2020.
Gartner: 26 billion units installed by 2020.
Ericsson: 50 billion connected devices by 2020.
IN3-UOC 2014 seminar by Prof. A.A. Economides 8
IoT Economic Impact, 1
9IN3-UOC 2014 seminar by Prof. A.A. Economides
Harbor Research: Service Revenues for the IoT will reach $500 Billion
by 2018, dwarfing the $33 Billion in revenue expected from devices
in 2018.
McKinsey Global Institute: the potential economic impact of IoT will
be $2.7 trillion to $6.2 trillion per year by 2025. Across the health-
care applications, IoT technology could have an economic impact
of $1.1 trillion to $2.5 trillion per year by 2025.
GSMA & Machina Research: A $ 4.5 trillion global impact in 2020.
The global business impact of the IoT can be split into two broad
categories: ‘revenues’ ($2.5 trillion) and ‘cost reduction’ ($1 trillion)
and ‘service improvements’ ($1 trillion).
IoT Economic Impact, 2
10IN3-UOC 2014 seminar by Prof. A.A. Economides
Cisco: The IoE Value at Stake will be $19 trillion for companies
and industries worldwide in the next decade (2013 – 2022).
IDC: The market will increase 133% to $3.04 trillion by 2020.
Gartner: IoT product and service suppliers will generate
incremental revenue exceeding $300 billion, mostly in
services, in 2020. It will result in $1.9 trillion in global
economic value-add through sales into diverse end markets.
The verticals that are leading its adoption are manufacturing
(15 percent), healthcare (15 percent) and insurance (11
percent).
75% of companies from across industries are already
exploring the IoT.
15 % of organizations across the globe already have an IoT
solution in place.
53 % plan to implement one within the next 24 months,
and another 14 % in the next two to five years.
21 % of transportation and logistics companies already
have IoT solutions in place.
(Zebra Technologies / Forrester Consulting).
IoT deployment
IN3-UOC 2014 seminar by Prof. A.A. Economides 11
12IN3-UOC 2014 seminar by Prof. A.A. Economides
Cisco predicts that IoT will cause IP traffic to reach
1.6 zettabytes by 2018 (300% increase compared to 2013).
By 2018,
57% of IP traffic will come from devices other than PCs.
Wi-Fi will generate 49% of IP traffic,
other mobile-connected devices will generate 12% of it.
Cisco will invest $1 billion to build the world's largest
Intercloud network to tackle the IoT.
Cisco to build a network
13IN3-UOC 2014 seminar by Prof. A.A. Economides
APPLICATIONS
IN3-UOC 2014 seminar by Prof. A.A. Economides 14
• Personal Health,
• Personal Devices (e.g. glass, watch, mobile),
• Clothes,
• Personal Exercise,
• Infant/ Elderly/Patient Monitoring,
• Special needs persons Assistance,
• Hospitals, Health Retreat,
• Pharmaceuticals,
• Emergency,
• Recreational activities,
• etc.
Smart Healthcare & Wellbeing
IN3-UOC 2014 seminar by Prof. A.A. Economides 15
Fall Detection
Assistance for elderly or disabled people living independent.
Medical Fridges
Control of conditions inside freezers storing vaccines, medicines and
organic elements.
Sportsmen Care
Vital signs monitoring in high performance centers and fields.
Patients Surveillance
Monitoring of conditions of patients inside hospitals and in old people's
home.
Ultraviolet Radiation
Measurement of UV sun rays to warn people not to be exposed in certain
hours.
eHealth
16IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
• Home equipment/appliances Control,
• Safety Detectors (e.g. smoke, gas, motion),
• Security, Surveillance,
• Environment (e.g. heat, air, light),
• Entertainment,
• etc.
Smart Home
IN3-UOC 2014 seminar by Prof. A.A. Economides 17
Energy and Water Use
Energy and water supply consumption monitoring to obtain
advice on how to save cost and resources.
Remote Control Appliances
Switching on and off remotely appliances to avoid accidents
and save energy.
Intrusion Detection Systems
Detection of windows and doors openings and violations to
prevent intruders.
Art and Goods Preservation
Monitoring of conditions inside museums and art
warehouses.
Domotic & Home Automation
18IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
• Energy & Lighting,
• Security, Surveillance,
• Emergency (e.g. fire, gas),
• Metering,
• Offices,
• Hotels,
• etc.
Smart Building
IN3-UOC 2014 seminar by Prof. A.A. Economides 19
IN3-UOC 2014 seminar by Prof. A.A. Economides 20
• Monitoring, Fault Detection,
• Metering,
• Electricity,
• Waste Management,
• Water,
• Gas,
• Tolls,
• Bridges,
etc.
Smart Utilities
IN3-UOC 2014 seminar by Prof. A.A. Economides 21
http://www.alcatel-lucent.com/
Smart Grid
Energy consumption monitoring and management.
Tank level
Monitoring of water, oil and gas levels in storage tanks and
cisterns.
Photovoltaic Installations
Monitoring and optimization of performance in solar energy
plants.
Water Flow
Measurement of water pressure in water transportation systems.
Silos Stock Calculation
Measurement of emptiness level and weight of the goods.
Smart Metering
22IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
Potable water monitoring
Monitor the quality of tap water in cities.
Chemical leakage detection in rivers
Detect leakages and wastes of factories in rivers.
Swimming pool remote measurement
Control remotely the swimming pool conditions.
Pollution levels in the sea
Control real time leakages and wastes in the sea.
Water Leakages
Detection of liquid presence outside tanks and pressure variations along
pipes.
River Floods
Monitoring of water level variations in rivers, dams and reservoirs.
Smart Water
23IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
• E-Government,
• Security, Surveillance,
• Emergency (e.g. fire, flood, tsunami),
• Energy Management (e.g. lighting),
• Air & Water Quality Monitoring,
• Traffic Control, Parking,
• Transportation (e.g. cars, buses, metro, trams,…),
• Tourism,
• Culture, Arts,
• Education,
etc.
Smart City/ Community
IN3-UOC 2014 seminar by Prof. A.A. Economides 24
http://www.alcatel-lucent.com/
Smart Parking
Monitoring of parking spaces availability in the city.
Structural health
Monitoring of vibrations and material conditions in buildings, bridges and historical monuments.
Noise Urban Maps
Sound monitoring in bar areas and centric zones in real time.
Smartphone Detection
Detect iPhone and Android devices and in general any device which works with WiFi or Bluetooth
interfaces.
Eletromagnetic Field Levels
Measurement of the energy radiated by cell stations and and WiFi routers.
Traffic Congestion
Monitoring of vehicles and pedestrian levels to optimize driving and walking routes.
Smart Lighting
Intelligent and weather adaptive lighting in street lights.
Waste Management
Detection of rubbish levels in containers to optimize the trash collection routes.
Smart Cities
25IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
There are sensors everywhere: monitoring traffic, parking spaces,
street lights, air pollution, meteorological conditions, the humidity
of green spaces in parks, the trash bins etc.
Street lights in Born are shut down automatically if they don’t detect
any activity nearby. They also gathers environmental information,
humidity, temperature, pollution, and noise. It is expected to have
3,360 lights on 160 streets by 2015.
The trash cans alert sanitation workers monitoring on a tablet that
they need to be emptied.
The irrigation systems in Pobleneau Central Park monitor the
moisture in the soil and turning on pop-up sprinklers. Parks
department employees can also access meteorological data and
rain gauges and adjust the quantity of water used.
Barcelona Smart City
26IN3-UOC 2014 seminar by Prof. A.A. Economides
• 83 projects across 12 areas
• 47,000 jobs created
• Smart Water: $58 million savings
• Smart Parking: $53 million revenue
• Smart Lighting: $47 million savings
• Smart Buildings: $124 million savings
www.cisco.com
Barcelona Smart City economics
27IN3-UOC 2014 seminar by Prof. A.A. Economides
Perimeter Access Control
Access control to restricted areas and detection of people in non-
authorized areas.
Liquid Presence
Liquid detection in data centers, warehouses and sensitive building
grounds to prevent break downs and corrosion.
Radiation Levels
Distributed measurement of radiation levels in nuclear power
stations surroundings to generate leakage alerts.
Explosive and Hazardous Gases
Detection of gas levels and leakages in industrial environments,
surroundings of chemical factories and inside mines.
Security & Emergencies
28IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
• Farming, Agriculture, Livestock,
• Water,
• Pollution,
• Weather,
• Nature,
etc.
Smart Environment
IN3-UOC 2014 seminar by Prof. A.A. Economides 29
Forest Fire Detection
Monitoring of combustion gases and preemptive fire conditions to define
alert zones.
Air Pollution
Control of CO2 emissions of factories, pollution emitted by cars and toxic
gases generated in farms.
Snow Level Monitoring
Snow level measurement to know in real time the quality of ski tracks and
allow security corps avalanche prevention.
Landslide and Avalanche Prevention
Monitoring of soil moisture, vibrations and earth density to detect
dangerous patterns in land conditions.
Earthquake Early Detection
Distributed control in specific places of tremors.
Smart Environment
30IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
Wine Quality Enhancing
Monitoring soil moisture and trunk diameter in vineyards to
control the amount of sugar in grapes and grapevine health.
Green Houses
Control micro-climate conditions to maximize the production of
fruits and vegetables and its quality.
Golf Courses
Selective irrigation in dry zones to reduce the water resources
required in the green.
Meteorological Station Network
Study of weather conditions in fields to forecast ice formation,
rain, drought, snow or wind changes.
Compost
Control of humidity and temperature levels in alfalfa, hay,
straw, etc. to prevent fungus and other microbial contaminants.
Smart Agriculture & Animal Farming (1)
31IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
Hydroponics
Control the exact conditions of plants grown in water to get the
highest efficiency crops.
Offspring Care
Control of growing conditions of the offspring in animal farms
to ensure its survival and health.
Animal Tracking
Location and identification of animals grazing in open pastures
or location in big stables.
Toxic Gas Levels
Study of ventilation and air quality in farms and detection of
harmful gases from excrements.
Smart Agriculture & Animal Farming (2)
32IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
• Smart Factory,
• Manufacturing, Robotics,
• Financial Services,
• Banking,
• Insurance,
etc.
Smart Industry & Services
IN3-UOC 2014 seminar by Prof. A.A. Economides 33
M2M Applications
Machine auto-diagnosis and assets control.
Indoor Air Quality
Monitoring of toxic gas and oxygen levels inside chemical plants to ensure
workers and goods safety.
Temperature Monitoring
Control of temperature inside industrial and medical fridges with sensitive
merchandise.
Ozone Presence
Monitoring of ozone levels during the drying meat process in food factories.
Indoor Location
Asset indoor location by using active (ZigBee) and passive tags (RFID/NFC).
Vehicle Auto-diagnosis
Information collection from CanBus to send real time alarms to emergencies or
provide advice to drivers.
Industrial Control
34IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
Quality of Shipment Conditions
Monitoring of vibrations, strokes, container openings or cold
chain maintenance for insurance purposes.
Item Location
Search of individual items in big surfaces like warehouses or
harbours.
Storage Incompatibility Detection
Warning emission on containers storing inflammable goods
closed to others containing explosive material.
Fleet Tracking
Control of routes followed for delicate goods like medical
drugs, jewels or dangerous merchandises.
Smart Logistics & Supply Chain Management
35IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.libelium.com/
Smart Transportation
(e.g. Airlines, Railways, Shipping),
36IN3-UOC 2014 seminar by Prof. A.A. Economides
http://www.alcatel-lucent.com/
alcatel-lucent.com
 Sensors & Actuators
 Wireless Communications: RFID, WiFi, Bluetooth,
Cellular, Satellite
 Networks (HW & SW)
 Addressing
 Cloud Computing
(Storage, Processing, Analytics, Security, etc.)
TECHNOLOGY
IN3-UOC 2014 seminar by Prof. A.A. Economides 38
IN3-UOC 2014 seminar by Prof. A.A. Economides 39
 Devices (Sensors, Actuators, etc.),
 Networking & Communications,
 Data Management,
 Decision Making,
 Security & Privacy,
 Social & Legal issues,
 Economics,
 Human Behavior & Usability,
 Marketing, etc.
Research Challenges
IN3-UOC 2014 seminar by Prof. A.A. Economides 40
Google wants to advance the Internet of things,
offers grants for ‘open innovation’ research proposals
Deadline: January 21, 2015
Individual Project Grants: US $50,000 to $150,000.
Expedition Lead Grants: US$500,000 to $800,000.
Google - Open Web of Things
41IN3-UOC 2014 seminar by Prof. A.A. Economides
Research at the intersection of disciplines including:
 Human Computer Interaction (HCI)
 Privacy & Security
 Systems & Protocols
42IN3-UOC 2014 seminar by Prof. A.A. Economides
Deadlines: March 25th , 2015 & May 11th , 2015
 open to young women between the ages of 13-18
New ideas on how technologies from the Internet of Things can improve:
 education,
 healthcare,
 manufacturing,
 energy,
 retail,
 transportation,
 smart cities
http://iotchallenge-cisco.younoodle.com/
Cisco IoT Challenge for Young Women
IN3-UOC 2014 seminar by Prof. A.A. Economides 43
Any cyber-attack, large or small, is born from
a weak link in the security chain. Weak links can be:
• poorly written code,
• outdated software,
• an abandoned website,
• Developer,
• errors,
• a user who blindly trusts, etc.
Cisco on Cyber-attack effects
44IN3-UOC 2014 seminar by Prof. A.A. Economides
 The Center for Strategic and International Studies
estimated that US$100 billion is lost annually to the
US economy, and 508,000 US jobs are lost, because
of malicious online activity.
 Ponemon Institute estimated that the average cost
of an organizational data breach was US$5.4 million
in 2014, up from US$4.5 million in 2013.
Losses due to attacks
45IN3-UOC 2014 seminar by Prof. A.A. Economides
+
Companies’ considerations
IN3-UOC 2014 seminar by Prof. A.A. Economides 46
Nearly half (46%) of the IT leaders who responded to
Computer World poll said that they will invest more
next year in:
 access control,
 intrusion prevention,
 identity management,
 virus and malware protection.
47IN3-UOC 2014 seminar by Prof. A.A. Economides
@Device:
• stolen
• modified
• replaced
• cloned
@Software:
• modified (firmware / OS / middleware)
• decompiled to extract credentials
• exhausted (denial of service)
@Network
Attack Examples
48IN3-UOC 2014 seminar by Prof. A.A. Economides
Routers will be a prime target for hackers looking to
compromise network-connected devices as IoT grows.
(Avast)
Hackers are more likely to want to take over the local
networks that connect devices rather than hack into
the individual devices themselves. (Ondrej Vlcek, chief
operation officer at Avast)
49IN3-UOC 2014 seminar by Prof. A.A. Economides
 A wireless network consisting of a large number of
autonomous sensors that are spatially distributed in area of
interest in order to cooperatively monitor physical or
environmental conditions, such as temperature, sound,
vibration, pressure, motion, pollutants, etc.
 Sensor:
Wireless Sensor Network (WSN)
50IN3-UOC 2014 seminar by Prof. A.A. Economides
Sensors
ADC
Processor
Memory
Transceiver
Location finding system
(optional)
Mobilizer
(optional)
Sensing Unit Processing Unit
Power unit
Communication Unit
WSN Architecture
51IN3-UOC 2014 seminar by Prof. A.A. Economides
Internet,
Satellite
Sink
Sink
Task
Manager
User
Sensor
Field
Sensor
Node
Figure –The big picture
WSNs are vulnerable to various types of attacks
52IN3-UOC 2014 seminar by Prof. A.A. Economides
Internet,
Satellite
Sink
Sink
Task
Manager
User
Sensor
Field
Sensor
Node
Spoofed
Routing
information
Wormhole
Attack
 Eavesdropping: an attacker intercepts packets transmitted over the air for further
cryptanalysis or traffic analysis.
 Traffic analysis: allows an attacker to determine that there is activity in the
network, the location of the BSs, and the type of protocols being used.
 Message injection: an adversary injects bogus control information into the data
stream.
 Message modification: a previously captured message is modified before being
retransmitted
 Node capture: An embedded device is considered being compromised when an
attacker, through various means, gains control to the node itself.
 Denial-of-Service (DoS) attacks: can be grouped into two categories
– Service degradation (e.g., collision attack), and
– Service disablement through power exhaustion (e.g. jamming)
Attack Models
53IN3-UOC 2014 seminar by Prof. A.A. Economides
PassiveattacksActiveattacks
 Various security mechanisms have been proposed to address the
security concerns of WSNs.
 Despite the fast development of computer security mechanisms,
the scale and complexity of the generated wireless data put
major challenges to the representation and understanding of
security-relevant network information.
 To address this issue, efficient visualization techniques have been
adopted by the researchers to bridge the gap.
A new security discipline emerges!
Network Security Visualization
54IN3-UOC 2014 seminar by Prof. A.A. Economides
 The power of visualization should go beyond the simple ”illustration” of network
behavior in order to help the analysts discriminate between normal and
abnormal network activities.
 Network security visualization provides insight into areas that other system fail to
enlighten by integrating visualization and machine learning techniques.
In the near future…
Visualization for network security
55IN3-UOC 2014 seminar by Prof. A.A. Economides
Security Visualization Techniques
56IN3-UOC 2014 seminar by Prof. A.A. Economides
Node Links
Glyphs
Parallel Coordinates
Bundle Diagrams
Radial Panels
 IoT enables dramatic society transformation!
 WSN is a main ingredient of IoT.
 WSN Security is important!
Conclusions
IN3-UOC 2014 seminar by Prof. A.A. Economides 57
Thank you for your attention
Prof. Anastasios A. Economides
economid@uom.gr
http://conta.uom.gr
IN3-UOC 2014 seminar by Prof. A.A. Economides 58

Contenu connexe

Tendances

Tips on designing for the Internet of Things
Tips on designing for the Internet of ThingsTips on designing for the Internet of Things
Tips on designing for the Internet of ThingsDesign World
 
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-gInternet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-gMohan Kumar G
 
Security and Privacy Issues in IoT Environment
Security and Privacy Issues in IoT EnvironmentSecurity and Privacy Issues in IoT Environment
Security and Privacy Issues in IoT EnvironmentDr. Amarjeet Singh
 
A brief history of how internet of things become a thing - onmywaytoiot
A brief history of how internet of things become a thing - onmywaytoiotA brief history of how internet of things become a thing - onmywaytoiot
A brief history of how internet of things become a thing - onmywaytoiotOn my way to IoT
 
What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?Pixel Crayons
 
Internet of Things Connectivity for Embedded Devices
Internet of Things Connectivity for Embedded DevicesInternet of Things Connectivity for Embedded Devices
Internet of Things Connectivity for Embedded Devicesmentoresd
 
Presentation on Internet of Things
Presentation on Internet of ThingsPresentation on Internet of Things
Presentation on Internet of ThingsPranay Prabhat
 
The internet of things
The internet of thingsThe internet of things
The internet of thingsMphasis
 
Internet+of+things+iot+learn+faster+the+io t+
Internet+of+things+iot+learn+faster+the+io t+Internet+of+things+iot+learn+faster+the+io t+
Internet+of+things+iot+learn+faster+the+io t+CDKTCaoThangBMDTCN
 
Iot internet-of-things-ppt
Iot internet-of-things-pptIot internet-of-things-ppt
Iot internet-of-things-pptSonalSharnam
 
Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)Amarjeetsingh Thakur
 
Internet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.RajeshkumarInternet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.RajeshkumarRAJESHKUMARG12
 

Tendances (20)

Iot survey
Iot surveyIot survey
Iot survey
 
10 min IoT ppt
10 min IoT ppt10 min IoT ppt
10 min IoT ppt
 
Tips on designing for the Internet of Things
Tips on designing for the Internet of ThingsTips on designing for the Internet of Things
Tips on designing for the Internet of Things
 
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-gInternet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
Internet-of-things- (IOT) - a-seminar - ppt - by- mohan-kumar-g
 
Security and Privacy Issues in IoT Environment
Security and Privacy Issues in IoT EnvironmentSecurity and Privacy Issues in IoT Environment
Security and Privacy Issues in IoT Environment
 
A brief history of how internet of things become a thing - onmywaytoiot
A brief history of how internet of things become a thing - onmywaytoiotA brief history of how internet of things become a thing - onmywaytoiot
A brief history of how internet of things become a thing - onmywaytoiot
 
What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?What are Pros and Cons of Internet of Things?
What are Pros and Cons of Internet of Things?
 
Internet of Things Connectivity for Embedded Devices
Internet of Things Connectivity for Embedded DevicesInternet of Things Connectivity for Embedded Devices
Internet of Things Connectivity for Embedded Devices
 
Presentation on Internet of Things
Presentation on Internet of ThingsPresentation on Internet of Things
Presentation on Internet of Things
 
The Internet of Things (IoT) PDF
The Internet of Things (IoT) PDFThe Internet of Things (IoT) PDF
The Internet of Things (IoT) PDF
 
Internet of things(IOT)
Internet of things(IOT)Internet of things(IOT)
Internet of things(IOT)
 
The internet of things
The internet of thingsThe internet of things
The internet of things
 
Internet of things
Internet of thingsInternet of things
Internet of things
 
Internet of Things
Internet of ThingsInternet of Things
Internet of Things
 
Internet+of+things+iot+learn+faster+the+io t+
Internet+of+things+iot+learn+faster+the+io t+Internet+of+things+iot+learn+faster+the+io t+
Internet+of+things+iot+learn+faster+the+io t+
 
Iot internet-of-things-ppt
Iot internet-of-things-pptIot internet-of-things-ppt
Iot internet-of-things-ppt
 
Internet of Things (IoT)
Internet of Things (IoT)Internet of Things (IoT)
Internet of Things (IoT)
 
Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)Introduction to Internet of Things (IoT)
Introduction to Internet of Things (IoT)
 
Internet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.RajeshkumarInternet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
Internet of Things(IOT)_Seminar_Dr.G.Rajeshkumar
 
IoT - Introduction
IoT - IntroductionIoT - Introduction
IoT - Introduction
 

Similaire à Internet of Things and Security challenges

Information Systems 371 -The Internet of Things Overview
Information Systems 371 -The Internet of Things OverviewInformation Systems 371 -The Internet of Things Overview
Information Systems 371 -The Internet of Things OverviewNicholas Davis
 
Korea UKTI Green Buildings Trade Mission Presentation
Korea UKTI Green Buildings Trade Mission PresentationKorea UKTI Green Buildings Trade Mission Presentation
Korea UKTI Green Buildings Trade Mission PresentationDavid Wortley
 
An IOT Based Secured Smart e-Campus
An IOT Based Secured Smart e-CampusAn IOT Based Secured Smart e-Campus
An IOT Based Secured Smart e-Campusinventionjournals
 
IoT and Crime Prevention
IoT and Crime PreventionIoT and Crime Prevention
IoT and Crime PreventionIoTUK
 
Internet of Things: Implications for Open and Distance Learning
Internet of Things: Implications for Open and Distance LearningInternet of Things: Implications for Open and Distance Learning
Internet of Things: Implications for Open and Distance LearningRamesh C. Sharma
 
Internet Of things
Internet Of things Internet Of things
Internet Of things Komal Kotak
 
From Smart Homes to Smart Cities: An approach based on Internet-of-Things
From Smart Homes to Smart Cities: An approach based on Internet-of-ThingsFrom Smart Homes to Smart Cities: An approach based on Internet-of-Things
From Smart Homes to Smart Cities: An approach based on Internet-of-ThingsAnax Fotopoulos
 
TheInternetofThings
TheInternetofThingsTheInternetofThings
TheInternetofThingsKimmiegrif
 
Internet of Things (IOT)-midterm.pptx
Internet of Things (IOT)-midterm.pptxInternet of Things (IOT)-midterm.pptx
Internet of Things (IOT)-midterm.pptxDennis Espiritu
 
smart city data management
smart city data managementsmart city data management
smart city data managementshubham .
 
Internet of everything. gonzales, bolton
Internet of everything. gonzales, boltonInternet of everything. gonzales, bolton
Internet of everything. gonzales, boltonBolton Gonzales
 
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOTSMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOTIRJET Journal
 
Recent Trends in IoT and Sustainability
Recent Trends in IoT and SustainabilityRecent Trends in IoT and Sustainability
Recent Trends in IoT and SustainabilityKathirvel Ayyaswamy
 
Smarter Cities | IET Talk on the Built Environment in 2050
Smarter Cities | IET Talk on the Built Environment in 2050Smarter Cities | IET Talk on the Built Environment in 2050
Smarter Cities | IET Talk on the Built Environment in 2050Alexis Biller
 
Applications of IoTs in Home,City,Health
Applications of IoTs in Home,City,HealthApplications of IoTs in Home,City,Health
Applications of IoTs in Home,City,HealthRajapriya82
 

Similaire à Internet of Things and Security challenges (20)

Information Systems 371 -The Internet of Things Overview
Information Systems 371 -The Internet of Things OverviewInformation Systems 371 -The Internet of Things Overview
Information Systems 371 -The Internet of Things Overview
 
Korea UKTI Green Buildings Trade Mission Presentation
Korea UKTI Green Buildings Trade Mission PresentationKorea UKTI Green Buildings Trade Mission Presentation
Korea UKTI Green Buildings Trade Mission Presentation
 
Iot
IotIot
Iot
 
IoT White Paper
IoT White PaperIoT White Paper
IoT White Paper
 
An IOT Based Secured Smart e-Campus
An IOT Based Secured Smart e-CampusAn IOT Based Secured Smart e-Campus
An IOT Based Secured Smart e-Campus
 
technical t.pptx
technical t.pptxtechnical t.pptx
technical t.pptx
 
IoT and Crime Prevention
IoT and Crime PreventionIoT and Crime Prevention
IoT and Crime Prevention
 
Internet of Things: Implications for Open and Distance Learning
Internet of Things: Implications for Open and Distance LearningInternet of Things: Implications for Open and Distance Learning
Internet of Things: Implications for Open and Distance Learning
 
Internet Of things
Internet Of things Internet Of things
Internet Of things
 
From Smart Homes to Smart Cities: An approach based on Internet-of-Things
From Smart Homes to Smart Cities: An approach based on Internet-of-ThingsFrom Smart Homes to Smart Cities: An approach based on Internet-of-Things
From Smart Homes to Smart Cities: An approach based on Internet-of-Things
 
TheInternetofThings
TheInternetofThingsTheInternetofThings
TheInternetofThings
 
Internet of Things (IOT)-midterm.pptx
Internet of Things (IOT)-midterm.pptxInternet of Things (IOT)-midterm.pptx
Internet of Things (IOT)-midterm.pptx
 
Overview of IoT and Security issues
Overview of IoT and Security issuesOverview of IoT and Security issues
Overview of IoT and Security issues
 
smart city data management
smart city data managementsmart city data management
smart city data management
 
Internet of everything. gonzales, bolton
Internet of everything. gonzales, boltonInternet of everything. gonzales, bolton
Internet of everything. gonzales, bolton
 
IoT In Smart Everything
IoT In Smart EverythingIoT In Smart Everything
IoT In Smart Everything
 
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOTSMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
SMART INDUSTRY MONITORING AND CONROLLING SYSTEM USING IOT
 
Recent Trends in IoT and Sustainability
Recent Trends in IoT and SustainabilityRecent Trends in IoT and Sustainability
Recent Trends in IoT and Sustainability
 
Smarter Cities | IET Talk on the Built Environment in 2050
Smarter Cities | IET Talk on the Built Environment in 2050Smarter Cities | IET Talk on the Built Environment in 2050
Smarter Cities | IET Talk on the Built Environment in 2050
 
Applications of IoTs in Home,City,Health
Applications of IoTs in Home,City,HealthApplications of IoTs in Home,City,Health
Applications of IoTs in Home,City,Health
 

Dernier

Chennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts serviceChennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts servicevipmodelshub1
 
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$kojalkojal131
 
Russian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl ServiceRussian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl Servicegwenoracqe6
 
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night StandHot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Standkumarajju5765
 
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With RoomVIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Roomgirls4nights
 
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Sheetaleventcompany
 
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 
VIP Kolkata Call Girl Dum Dum 👉 8250192130 Available With Room
VIP Kolkata Call Girl Dum Dum 👉 8250192130  Available With RoomVIP Kolkata Call Girl Dum Dum 👉 8250192130  Available With Room
VIP Kolkata Call Girl Dum Dum 👉 8250192130 Available With Roomdivyansh0kumar0
 
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...APNIC
 
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersMoving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersDamian Radcliffe
 
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130  Available With RoomVIP Kolkata Call Girl Alambazar 👉 8250192130  Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Roomdivyansh0kumar0
 
AlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsAlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsThierry TROUIN ☁
 
Russian Call girls in Dubai +971563133746 Dubai Call girls
Russian  Call girls in Dubai +971563133746 Dubai  Call girlsRussian  Call girls in Dubai +971563133746 Dubai  Call girls
Russian Call girls in Dubai +971563133746 Dubai Call girlsstephieert
 
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls KolkataVIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkataanamikaraghav4
 

Dernier (20)

Chennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts serviceChennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts service
Chennai Call Girls Alwarpet Phone 🍆 8250192130 👅 celebrity escorts service
 
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Samaira 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Samaira 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
Call Girls In Model Towh Delhi 💯Call Us 🔝8264348440🔝
 
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
Call Girls Dubai Prolapsed O525547819 Call Girls In Dubai Princes$
 
Russian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl ServiceRussian Call girl in Ajman +971563133746 Ajman Call girl Service
Russian Call girl in Ajman +971563133746 Ajman Call girl Service
 
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night StandHot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
Hot Call Girls |Delhi |Hauz Khas ☎ 9711199171 Book Your One night Stand
 
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With RoomVIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
VIP Kolkata Call Girls Salt Lake 8250192130 Available With Room
 
Rohini Sector 26 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 26 Call Girls Delhi 9999965857 @Sabina Saikh No AdvanceRohini Sector 26 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 26 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
 
Call Girls In South Ex 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
Call Girls In South Ex 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICECall Girls In South Ex 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
Call Girls In South Ex 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
 
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
Call Girls Service Chandigarh Lucky ❤️ 7710465962 Independent Call Girls In C...
 
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls KolkataRussian Call Girls in Kolkata Ishita 🤌  8250192130 🚀 Vip Call Girls Kolkata
Russian Call Girls in Kolkata Ishita 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Rohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No AdvanceRohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 6 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
 
VIP Kolkata Call Girl Dum Dum 👉 8250192130 Available With Room
VIP Kolkata Call Girl Dum Dum 👉 8250192130  Available With RoomVIP Kolkata Call Girl Dum Dum 👉 8250192130  Available With Room
VIP Kolkata Call Girl Dum Dum 👉 8250192130 Available With Room
 
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...
 
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providersMoving Beyond Twitter/X and Facebook - Social Media for local news providers
Moving Beyond Twitter/X and Facebook - Social Media for local news providers
 
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130  Available With RoomVIP Kolkata Call Girl Alambazar 👉 8250192130  Available With Room
VIP Kolkata Call Girl Alambazar 👉 8250192130 Available With Room
 
AlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with FlowsAlbaniaDreamin24 - How to easily use an API with Flows
AlbaniaDreamin24 - How to easily use an API with Flows
 
Russian Call girls in Dubai +971563133746 Dubai Call girls
Russian  Call girls in Dubai +971563133746 Dubai  Call girlsRussian  Call girls in Dubai +971563133746 Dubai  Call girls
Russian Call girls in Dubai +971563133746 Dubai Call girls
 
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls KolkataVIP Call Girls Kolkata Ananya 🤌  8250192130 🚀 Vip Call Girls Kolkata
VIP Call Girls Kolkata Ananya 🤌 8250192130 🚀 Vip Call Girls Kolkata
 
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No AdvanceRohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 22 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
 

Internet of Things and Security challenges

  • 1. Prof. Anastasios A. Economides University of Macedonia, Thessaloniki, Greece economid@uom.gr http://conta.uom.gr Internet of Things (IoT) & Security Challenges
  • 2. • IoT Definitions • Forecasting, Market & Economics • Applications • Technology • Research Challenges • Security Challenges • Wireless Sensor Network Security • Attacks & Defense • Security Visualization • Conclusions Presentation Outline IN3-UOC 2014 seminar by Prof. A.A. Economides 2
  • 3. IN3-UOC 2014 seminar by Prof. A.A. Economides 3
  • 4. IoT Definitions 4IN3-UOC 2014 seminar by Prof. A.A. Economides • IoT will connect objects around us to provide seamless communication and contextual services provided by them. IETF • IoT enables the objects in our environment to become active participants, i.e., – they share information with other members of the network or with any other stakeholder, – they are capable of recognizing events and changes in their surroundings and of acting and reacting autonomously in an appropriate manner. IERC (Internet of Things Research in Europe Cluster) “Worldwide ICT infrastructure that enables ubiquitous services among interacting humans, machines, data and applications” A.A. Economides
  • 5. IoT Driving Forces IN3-UOC 2014 seminar by Prof. A.A. Economides 5
  • 6. IN3-UOC 2014 seminar by Prof. A.A. Economides 6
  • 7. IoT Forecast 7IN3-UOC 2014 seminar by Prof. A.A. Economides Cisco: 25 billion devices connected to the Internet by 2015 and 50 billion by 2020. IDC: 30 billion devices will be communicating over the network by 2020. ABI Research: There are more than 10 billion wirelessly connected devices in the market today; with over 30 billion devices by 2020. Gartner: 26 billion units installed by 2020. Ericsson: 50 billion connected devices by 2020.
  • 8. IN3-UOC 2014 seminar by Prof. A.A. Economides 8
  • 9. IoT Economic Impact, 1 9IN3-UOC 2014 seminar by Prof. A.A. Economides Harbor Research: Service Revenues for the IoT will reach $500 Billion by 2018, dwarfing the $33 Billion in revenue expected from devices in 2018. McKinsey Global Institute: the potential economic impact of IoT will be $2.7 trillion to $6.2 trillion per year by 2025. Across the health- care applications, IoT technology could have an economic impact of $1.1 trillion to $2.5 trillion per year by 2025. GSMA & Machina Research: A $ 4.5 trillion global impact in 2020. The global business impact of the IoT can be split into two broad categories: ‘revenues’ ($2.5 trillion) and ‘cost reduction’ ($1 trillion) and ‘service improvements’ ($1 trillion).
  • 10. IoT Economic Impact, 2 10IN3-UOC 2014 seminar by Prof. A.A. Economides Cisco: The IoE Value at Stake will be $19 trillion for companies and industries worldwide in the next decade (2013 – 2022). IDC: The market will increase 133% to $3.04 trillion by 2020. Gartner: IoT product and service suppliers will generate incremental revenue exceeding $300 billion, mostly in services, in 2020. It will result in $1.9 trillion in global economic value-add through sales into diverse end markets. The verticals that are leading its adoption are manufacturing (15 percent), healthcare (15 percent) and insurance (11 percent).
  • 11. 75% of companies from across industries are already exploring the IoT. 15 % of organizations across the globe already have an IoT solution in place. 53 % plan to implement one within the next 24 months, and another 14 % in the next two to five years. 21 % of transportation and logistics companies already have IoT solutions in place. (Zebra Technologies / Forrester Consulting). IoT deployment IN3-UOC 2014 seminar by Prof. A.A. Economides 11
  • 12. 12IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 13. Cisco predicts that IoT will cause IP traffic to reach 1.6 zettabytes by 2018 (300% increase compared to 2013). By 2018, 57% of IP traffic will come from devices other than PCs. Wi-Fi will generate 49% of IP traffic, other mobile-connected devices will generate 12% of it. Cisco will invest $1 billion to build the world's largest Intercloud network to tackle the IoT. Cisco to build a network 13IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 14. APPLICATIONS IN3-UOC 2014 seminar by Prof. A.A. Economides 14
  • 15. • Personal Health, • Personal Devices (e.g. glass, watch, mobile), • Clothes, • Personal Exercise, • Infant/ Elderly/Patient Monitoring, • Special needs persons Assistance, • Hospitals, Health Retreat, • Pharmaceuticals, • Emergency, • Recreational activities, • etc. Smart Healthcare & Wellbeing IN3-UOC 2014 seminar by Prof. A.A. Economides 15
  • 16. Fall Detection Assistance for elderly or disabled people living independent. Medical Fridges Control of conditions inside freezers storing vaccines, medicines and organic elements. Sportsmen Care Vital signs monitoring in high performance centers and fields. Patients Surveillance Monitoring of conditions of patients inside hospitals and in old people's home. Ultraviolet Radiation Measurement of UV sun rays to warn people not to be exposed in certain hours. eHealth 16IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 17. • Home equipment/appliances Control, • Safety Detectors (e.g. smoke, gas, motion), • Security, Surveillance, • Environment (e.g. heat, air, light), • Entertainment, • etc. Smart Home IN3-UOC 2014 seminar by Prof. A.A. Economides 17
  • 18. Energy and Water Use Energy and water supply consumption monitoring to obtain advice on how to save cost and resources. Remote Control Appliances Switching on and off remotely appliances to avoid accidents and save energy. Intrusion Detection Systems Detection of windows and doors openings and violations to prevent intruders. Art and Goods Preservation Monitoring of conditions inside museums and art warehouses. Domotic & Home Automation 18IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 19. • Energy & Lighting, • Security, Surveillance, • Emergency (e.g. fire, gas), • Metering, • Offices, • Hotels, • etc. Smart Building IN3-UOC 2014 seminar by Prof. A.A. Economides 19
  • 20. IN3-UOC 2014 seminar by Prof. A.A. Economides 20
  • 21. • Monitoring, Fault Detection, • Metering, • Electricity, • Waste Management, • Water, • Gas, • Tolls, • Bridges, etc. Smart Utilities IN3-UOC 2014 seminar by Prof. A.A. Economides 21 http://www.alcatel-lucent.com/
  • 22. Smart Grid Energy consumption monitoring and management. Tank level Monitoring of water, oil and gas levels in storage tanks and cisterns. Photovoltaic Installations Monitoring and optimization of performance in solar energy plants. Water Flow Measurement of water pressure in water transportation systems. Silos Stock Calculation Measurement of emptiness level and weight of the goods. Smart Metering 22IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 23. Potable water monitoring Monitor the quality of tap water in cities. Chemical leakage detection in rivers Detect leakages and wastes of factories in rivers. Swimming pool remote measurement Control remotely the swimming pool conditions. Pollution levels in the sea Control real time leakages and wastes in the sea. Water Leakages Detection of liquid presence outside tanks and pressure variations along pipes. River Floods Monitoring of water level variations in rivers, dams and reservoirs. Smart Water 23IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 24. • E-Government, • Security, Surveillance, • Emergency (e.g. fire, flood, tsunami), • Energy Management (e.g. lighting), • Air & Water Quality Monitoring, • Traffic Control, Parking, • Transportation (e.g. cars, buses, metro, trams,…), • Tourism, • Culture, Arts, • Education, etc. Smart City/ Community IN3-UOC 2014 seminar by Prof. A.A. Economides 24 http://www.alcatel-lucent.com/
  • 25. Smart Parking Monitoring of parking spaces availability in the city. Structural health Monitoring of vibrations and material conditions in buildings, bridges and historical monuments. Noise Urban Maps Sound monitoring in bar areas and centric zones in real time. Smartphone Detection Detect iPhone and Android devices and in general any device which works with WiFi or Bluetooth interfaces. Eletromagnetic Field Levels Measurement of the energy radiated by cell stations and and WiFi routers. Traffic Congestion Monitoring of vehicles and pedestrian levels to optimize driving and walking routes. Smart Lighting Intelligent and weather adaptive lighting in street lights. Waste Management Detection of rubbish levels in containers to optimize the trash collection routes. Smart Cities 25IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 26. There are sensors everywhere: monitoring traffic, parking spaces, street lights, air pollution, meteorological conditions, the humidity of green spaces in parks, the trash bins etc. Street lights in Born are shut down automatically if they don’t detect any activity nearby. They also gathers environmental information, humidity, temperature, pollution, and noise. It is expected to have 3,360 lights on 160 streets by 2015. The trash cans alert sanitation workers monitoring on a tablet that they need to be emptied. The irrigation systems in Pobleneau Central Park monitor the moisture in the soil and turning on pop-up sprinklers. Parks department employees can also access meteorological data and rain gauges and adjust the quantity of water used. Barcelona Smart City 26IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 27. • 83 projects across 12 areas • 47,000 jobs created • Smart Water: $58 million savings • Smart Parking: $53 million revenue • Smart Lighting: $47 million savings • Smart Buildings: $124 million savings www.cisco.com Barcelona Smart City economics 27IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 28. Perimeter Access Control Access control to restricted areas and detection of people in non- authorized areas. Liquid Presence Liquid detection in data centers, warehouses and sensitive building grounds to prevent break downs and corrosion. Radiation Levels Distributed measurement of radiation levels in nuclear power stations surroundings to generate leakage alerts. Explosive and Hazardous Gases Detection of gas levels and leakages in industrial environments, surroundings of chemical factories and inside mines. Security & Emergencies 28IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 29. • Farming, Agriculture, Livestock, • Water, • Pollution, • Weather, • Nature, etc. Smart Environment IN3-UOC 2014 seminar by Prof. A.A. Economides 29
  • 30. Forest Fire Detection Monitoring of combustion gases and preemptive fire conditions to define alert zones. Air Pollution Control of CO2 emissions of factories, pollution emitted by cars and toxic gases generated in farms. Snow Level Monitoring Snow level measurement to know in real time the quality of ski tracks and allow security corps avalanche prevention. Landslide and Avalanche Prevention Monitoring of soil moisture, vibrations and earth density to detect dangerous patterns in land conditions. Earthquake Early Detection Distributed control in specific places of tremors. Smart Environment 30IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 31. Wine Quality Enhancing Monitoring soil moisture and trunk diameter in vineyards to control the amount of sugar in grapes and grapevine health. Green Houses Control micro-climate conditions to maximize the production of fruits and vegetables and its quality. Golf Courses Selective irrigation in dry zones to reduce the water resources required in the green. Meteorological Station Network Study of weather conditions in fields to forecast ice formation, rain, drought, snow or wind changes. Compost Control of humidity and temperature levels in alfalfa, hay, straw, etc. to prevent fungus and other microbial contaminants. Smart Agriculture & Animal Farming (1) 31IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 32. Hydroponics Control the exact conditions of plants grown in water to get the highest efficiency crops. Offspring Care Control of growing conditions of the offspring in animal farms to ensure its survival and health. Animal Tracking Location and identification of animals grazing in open pastures or location in big stables. Toxic Gas Levels Study of ventilation and air quality in farms and detection of harmful gases from excrements. Smart Agriculture & Animal Farming (2) 32IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 33. • Smart Factory, • Manufacturing, Robotics, • Financial Services, • Banking, • Insurance, etc. Smart Industry & Services IN3-UOC 2014 seminar by Prof. A.A. Economides 33
  • 34. M2M Applications Machine auto-diagnosis and assets control. Indoor Air Quality Monitoring of toxic gas and oxygen levels inside chemical plants to ensure workers and goods safety. Temperature Monitoring Control of temperature inside industrial and medical fridges with sensitive merchandise. Ozone Presence Monitoring of ozone levels during the drying meat process in food factories. Indoor Location Asset indoor location by using active (ZigBee) and passive tags (RFID/NFC). Vehicle Auto-diagnosis Information collection from CanBus to send real time alarms to emergencies or provide advice to drivers. Industrial Control 34IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 35. Quality of Shipment Conditions Monitoring of vibrations, strokes, container openings or cold chain maintenance for insurance purposes. Item Location Search of individual items in big surfaces like warehouses or harbours. Storage Incompatibility Detection Warning emission on containers storing inflammable goods closed to others containing explosive material. Fleet Tracking Control of routes followed for delicate goods like medical drugs, jewels or dangerous merchandises. Smart Logistics & Supply Chain Management 35IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.libelium.com/
  • 36. Smart Transportation (e.g. Airlines, Railways, Shipping), 36IN3-UOC 2014 seminar by Prof. A.A. Economides http://www.alcatel-lucent.com/
  • 38.  Sensors & Actuators  Wireless Communications: RFID, WiFi, Bluetooth, Cellular, Satellite  Networks (HW & SW)  Addressing  Cloud Computing (Storage, Processing, Analytics, Security, etc.) TECHNOLOGY IN3-UOC 2014 seminar by Prof. A.A. Economides 38
  • 39. IN3-UOC 2014 seminar by Prof. A.A. Economides 39
  • 40.  Devices (Sensors, Actuators, etc.),  Networking & Communications,  Data Management,  Decision Making,  Security & Privacy,  Social & Legal issues,  Economics,  Human Behavior & Usability,  Marketing, etc. Research Challenges IN3-UOC 2014 seminar by Prof. A.A. Economides 40
  • 41. Google wants to advance the Internet of things, offers grants for ‘open innovation’ research proposals Deadline: January 21, 2015 Individual Project Grants: US $50,000 to $150,000. Expedition Lead Grants: US$500,000 to $800,000. Google - Open Web of Things 41IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 42. Research at the intersection of disciplines including:  Human Computer Interaction (HCI)  Privacy & Security  Systems & Protocols 42IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 43. Deadlines: March 25th , 2015 & May 11th , 2015  open to young women between the ages of 13-18 New ideas on how technologies from the Internet of Things can improve:  education,  healthcare,  manufacturing,  energy,  retail,  transportation,  smart cities http://iotchallenge-cisco.younoodle.com/ Cisco IoT Challenge for Young Women IN3-UOC 2014 seminar by Prof. A.A. Economides 43
  • 44. Any cyber-attack, large or small, is born from a weak link in the security chain. Weak links can be: • poorly written code, • outdated software, • an abandoned website, • Developer, • errors, • a user who blindly trusts, etc. Cisco on Cyber-attack effects 44IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 45.  The Center for Strategic and International Studies estimated that US$100 billion is lost annually to the US economy, and 508,000 US jobs are lost, because of malicious online activity.  Ponemon Institute estimated that the average cost of an organizational data breach was US$5.4 million in 2014, up from US$4.5 million in 2013. Losses due to attacks 45IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 46. + Companies’ considerations IN3-UOC 2014 seminar by Prof. A.A. Economides 46
  • 47. Nearly half (46%) of the IT leaders who responded to Computer World poll said that they will invest more next year in:  access control,  intrusion prevention,  identity management,  virus and malware protection. 47IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 48. @Device: • stolen • modified • replaced • cloned @Software: • modified (firmware / OS / middleware) • decompiled to extract credentials • exhausted (denial of service) @Network Attack Examples 48IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 49. Routers will be a prime target for hackers looking to compromise network-connected devices as IoT grows. (Avast) Hackers are more likely to want to take over the local networks that connect devices rather than hack into the individual devices themselves. (Ondrej Vlcek, chief operation officer at Avast) 49IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 50.  A wireless network consisting of a large number of autonomous sensors that are spatially distributed in area of interest in order to cooperatively monitor physical or environmental conditions, such as temperature, sound, vibration, pressure, motion, pollutants, etc.  Sensor: Wireless Sensor Network (WSN) 50IN3-UOC 2014 seminar by Prof. A.A. Economides Sensors ADC Processor Memory Transceiver Location finding system (optional) Mobilizer (optional) Sensing Unit Processing Unit Power unit Communication Unit
  • 51. WSN Architecture 51IN3-UOC 2014 seminar by Prof. A.A. Economides Internet, Satellite Sink Sink Task Manager User Sensor Field Sensor Node Figure –The big picture
  • 52. WSNs are vulnerable to various types of attacks 52IN3-UOC 2014 seminar by Prof. A.A. Economides Internet, Satellite Sink Sink Task Manager User Sensor Field Sensor Node Spoofed Routing information Wormhole Attack
  • 53.  Eavesdropping: an attacker intercepts packets transmitted over the air for further cryptanalysis or traffic analysis.  Traffic analysis: allows an attacker to determine that there is activity in the network, the location of the BSs, and the type of protocols being used.  Message injection: an adversary injects bogus control information into the data stream.  Message modification: a previously captured message is modified before being retransmitted  Node capture: An embedded device is considered being compromised when an attacker, through various means, gains control to the node itself.  Denial-of-Service (DoS) attacks: can be grouped into two categories – Service degradation (e.g., collision attack), and – Service disablement through power exhaustion (e.g. jamming) Attack Models 53IN3-UOC 2014 seminar by Prof. A.A. Economides PassiveattacksActiveattacks
  • 54.  Various security mechanisms have been proposed to address the security concerns of WSNs.  Despite the fast development of computer security mechanisms, the scale and complexity of the generated wireless data put major challenges to the representation and understanding of security-relevant network information.  To address this issue, efficient visualization techniques have been adopted by the researchers to bridge the gap. A new security discipline emerges! Network Security Visualization 54IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 55.  The power of visualization should go beyond the simple ”illustration” of network behavior in order to help the analysts discriminate between normal and abnormal network activities.  Network security visualization provides insight into areas that other system fail to enlighten by integrating visualization and machine learning techniques. In the near future… Visualization for network security 55IN3-UOC 2014 seminar by Prof. A.A. Economides
  • 56. Security Visualization Techniques 56IN3-UOC 2014 seminar by Prof. A.A. Economides Node Links Glyphs Parallel Coordinates Bundle Diagrams Radial Panels
  • 57.  IoT enables dramatic society transformation!  WSN is a main ingredient of IoT.  WSN Security is important! Conclusions IN3-UOC 2014 seminar by Prof. A.A. Economides 57
  • 58. Thank you for your attention Prof. Anastasios A. Economides economid@uom.gr http://conta.uom.gr IN3-UOC 2014 seminar by Prof. A.A. Economides 58