Secure and Smart IoT

Ahmed Banafa
Ahmed BanafaNamed No. 1 Top Voice To Follow in Tech by LinkedIn | IoT Expert | Faculty | Author | Keynote Speaker em San Jose State University
Secure and Smart IoT
Prof. Ahmed Banafa
IoT Expert | Faculty | Author | Keynote Speaker
College of Engineering
San Jose State University
San Jose, CA USA
Secure IoT
• The Internet of Things (IoT) as a concept is
fascinating and exciting, but one of the major
challenging aspects of IoT is having a secure
ecosystem encompassing all building blocks of IoT-
architecture.
Secure and Smart IoT
• Things: These are defined as uniquely identifiable
nodes, primarily sensors that communicate without
human interaction using different connectivity
methods.
• Gateways: These act as intermediaries between
things and the cloud to provide the needed
connectivity, security, and manageability.
• Network infrastructure: This is comprised of
routers, aggregators, gateways, repeaters and other
devices that control and secure data flow.
• Cloud infrastructure: Cloud infrastructure contains
large pools of virtualized servers and storage that
are networked together with computing and
analytical capabilities
Challenges to secure IoT deployments
• Many IoT Systems are poorly designed and
implemented, using diverse protocols and
technologies that create complex and sometimes
conflicting configurations.
• Limited guidance for life cycle maintenance and
management of IoT devices
• IoT privacy concerns are complex and not always
readily evident.
• There is a lack of standards for authentication and
authorization of IoT edge devices.
• Security standards, for platform configurations,
involving virtualized IoT platforms supporting multi-
tenancy is immature.
• The uses for Internet of Things technology are
expanding and changing—often in uncharted
waters.
• IoT security will be complicated by the fact that
many "things" use simple processors and operating
systems that may not support sophisticated
security approaches.
• A prime example of the urgent need for such new
security technologies is the recent massive
distributed denial of service attack (DDoS) that
crippled the servers of popular services like Twitter,
Netflix, NYTimes, and PayPal across the U.S. on
October 21st, 2016. It was the result of an
immense assault that involved millions of internet
addresses and malicious software.
• One source of the traffic for the attacks was devices
infected by the Mirai malware.
The Blockchain Approach
• Blockchain, the "distributed ledger" technology, has
emerged as an object of intense interest in the tech
industry and beyond.
What are some advantages of
Blockchain?
Secure and Smart IoT
• The big advantage of blockchain is that it's public.
Everyone participating can see the blocks and the
transactions stored in them. This doesn't mean
everyone can see the actual content of your
transaction, however; that's protected by your
private key.
• A blockchain is decentralized, so there is no single
authority that can approve the transactions or set
specific rules to have transactions accepted.
• That means there's a huge amount of trust involved
since all the participants in the network have to
reach a consensus to accept transactions.
• Most importantly, it's secure. The database can
only be extended and previous records cannot be
changed (at least, there's a very high cost if
someone wants to alter previous records).
The blockchain and IoT
Secure and Smart IoT
• This decentralized approach would eliminate Single
Points of Failure, creating a more resilient
ecosystem for devices to run on. The cryptographic
algorithms used by blockchains would make
consumer data more private.
• In an IoT network, the blockchain can keep an
undisputable record of the history of smart devices.
• This feature enables the autonomous functioning
of smart devices without the need for centralized
authority.
• As a result, the blockchain opens the door to a
series of IoT scenarios that were remarkably
difficult, or even impossible to implement without
it.
• In this model, the blockchain will treat message
exchanges between devices similar to financial
transactions in a bitcoin network.
• To enable message exchanges, devices will
leverage smart contracts which then model the
agreement between the two parties
What are the challenges?
Challenges
Facing
Blockchain
in IoT
Scalability
Processing
Power and
Time
Storage
Lack of
Skills
Legal and
Compliance
Issues
• Scalability issues pertaining to the blockchain that
might lead to centralization, which is casting a
shadow over the future of the cryptocurrency.
• Processing power and time required to perform
encryption for all the objects involved in a
blockchain-based ecosystem.
• Storage too will be a hurdle. Blockchain eliminates
the need for a central server to store transactions
and device IDs, but the ledger has to be stored on
the nodes themselves. And the ledger will increase
in size as time passes.
• Lack of skills: few people understand how
blockchain technology really works and when you
add IoT to the mix that number will shrink
drastically.
• Legal and compliance issues: It's a new territory in
all aspects without any legal or compliance code to
follow, which is a serious problem for
manufacturers and service providers.
Smart IoT
AI and IoT Data Analytics
There are six types of IoT Data Analysis where AI can
help :
• Data Preparation: Defining pools of data and clean
them which will take us to concepts like Dark Data,
Data Lakes.
• Data Discovery: Finding useful data in the defined
pools of data
• Visualization of Streaming Data: On the fly dealing
with streaming data by defining, discovering data,
and visualizing it in smart ways to make it easy for
the decision-making process to take place without
delay.
• Time Series Accuracy of Data: Keeping the level of
confidence in data collected high with high
accuracy and integrity of data
• Predictive and Advance Analytics: a Very important
step where decisions can be made based on data
collected, discovered and analyzed
• Real-Time Geospatial and Location (logistical Data):
Maintaining the flow of data smooth and under
control.
Challenges facing AI in IoT
Challenges facing AI in IoT
• Compatibility: IoT is a collection of many parts and
systems they are fundamentally different in time
and space.
• Complexity: IoT is a complicated system with many
moving parts and non –stop stream of data making
it a very complicated ecosystem
• Privacy/Security/Safety (PSS): PSS is always an issue
with every new technology or concept, how far IA
can help without compromising PSS? One of the
new solutions for such problem is using Blockchain
technology.
• Ethical and legal Issues: It’s a new world for many
companies with no precedents, untested territory
with new laws and cases emerging rapidly.
• Artificial Stupidity: Back to the very simple concept
of GIGO, AI still needs “training” to understand
human reactions/emotions so the decisions will
make sense.
Thank you!
https://www.linkedin.com/in/ahmedbanafa
ahmed.banafa@sjsu.edu
@BanafaAhmed
1 de 48

Recomendados

IEEE 5G World Forum: 8 trends of iot in 2018 and beyond july 9th 2018 santa ... por
IEEE 5G World Forum:  8 trends of iot in 2018 and beyond july 9th 2018 santa ...IEEE 5G World Forum:  8 trends of iot in 2018 and beyond july 9th 2018 santa ...
IEEE 5G World Forum: 8 trends of iot in 2018 and beyond july 9th 2018 santa ...Ahmed Banafa
1.9K visualizações36 slides
The Blockchain Wave in 2019 and Beyond por
The Blockchain Wave in 2019 and BeyondThe Blockchain Wave in 2019 and Beyond
The Blockchain Wave in 2019 and BeyondAhmed Banafa
586 visualizações72 slides
New trends of IoT in 2018 and beyond (SJSU Conference ) por
New trends of IoT in 2018 and beyond (SJSU Conference ) New trends of IoT in 2018 and beyond (SJSU Conference )
New trends of IoT in 2018 and beyond (SJSU Conference ) Ahmed Banafa
930 visualizações51 slides
IoT, AI and Blockchain: Catalysts for Digital Transformation por
IoT, AI and Blockchain: Catalysts for Digital TransformationIoT, AI and Blockchain: Catalysts for Digital Transformation
IoT, AI and Blockchain: Catalysts for Digital TransformationAhmed Banafa
1.1K visualizações28 slides
Second line of defense for cybersecurity : Blockchain por
Second line of defense for cybersecurity : BlockchainSecond line of defense for cybersecurity : Blockchain
Second line of defense for cybersecurity : BlockchainAhmed Banafa
584 visualizações33 slides
A Wake-Up Call for IoT por
A Wake-Up Call for IoT A Wake-Up Call for IoT
A Wake-Up Call for IoT Ahmed Banafa
1.6K visualizações57 slides

Mais conteúdo relacionado

Mais procurados

Secure and Smart IoT using Blockchain and AI por
Secure and Smart  IoT using Blockchain and AISecure and Smart  IoT using Blockchain and AI
Secure and Smart IoT using Blockchain and AIAhmed Banafa
4.2K visualizações27 slides
Hot technologies of 2019 por
Hot technologies of 2019Hot technologies of 2019
Hot technologies of 2019Ahmed Banafa
1K visualizações122 slides
Four essential truths of the IoT por
Four essential truths of the IoTFour essential truths of the IoT
Four essential truths of the IoTW. David Stephenson
272 visualizações40 slides
Blockchain in 2018 : Beyond the Hype por
Blockchain in 2018 : Beyond the HypeBlockchain in 2018 : Beyond the Hype
Blockchain in 2018 : Beyond the HypeAhmed Banafa
3.2K visualizações38 slides
The Blockchain Wave in 2019 and Beyond - SJSU por
The Blockchain Wave in 2019 and Beyond - SJSU The Blockchain Wave in 2019 and Beyond - SJSU
The Blockchain Wave in 2019 and Beyond - SJSU Ahmed Banafa
1.1K visualizações79 slides
12 Myths about Blockchain Technology por
12 Myths about Blockchain Technology12 Myths about Blockchain Technology
12 Myths about Blockchain TechnologyAhmed Banafa
3.4K visualizações62 slides

Mais procurados(20)

Secure and Smart IoT using Blockchain and AI por Ahmed Banafa
Secure and Smart  IoT using Blockchain and AISecure and Smart  IoT using Blockchain and AI
Secure and Smart IoT using Blockchain and AI
Ahmed Banafa4.2K visualizações
Hot technologies of 2019 por Ahmed Banafa
Hot technologies of 2019Hot technologies of 2019
Hot technologies of 2019
Ahmed Banafa1K visualizações
Four essential truths of the IoT por W. David Stephenson
Four essential truths of the IoTFour essential truths of the IoT
Four essential truths of the IoT
W. David Stephenson272 visualizações
Blockchain in 2018 : Beyond the Hype por Ahmed Banafa
Blockchain in 2018 : Beyond the HypeBlockchain in 2018 : Beyond the Hype
Blockchain in 2018 : Beyond the Hype
Ahmed Banafa3.2K visualizações
The Blockchain Wave in 2019 and Beyond - SJSU por Ahmed Banafa
The Blockchain Wave in 2019 and Beyond - SJSU The Blockchain Wave in 2019 and Beyond - SJSU
The Blockchain Wave in 2019 and Beyond - SJSU
Ahmed Banafa1.1K visualizações
12 Myths about Blockchain Technology por Ahmed Banafa
12 Myths about Blockchain Technology12 Myths about Blockchain Technology
12 Myths about Blockchain Technology
Ahmed Banafa3.4K visualizações
IoT and Blockchain Challenges and Risks por Ahmed Banafa
IoT and Blockchain Challenges and RisksIoT and Blockchain Challenges and Risks
IoT and Blockchain Challenges and Risks
Ahmed Banafa4.4K visualizações
CAN BLOCKCHAIN BE A SOLUTION TO IOT TECHNICAL AND SECURITY ISSUES por IJNSA Journal
CAN BLOCKCHAIN BE A SOLUTION TO IOT TECHNICAL AND SECURITY ISSUESCAN BLOCKCHAIN BE A SOLUTION TO IOT TECHNICAL AND SECURITY ISSUES
CAN BLOCKCHAIN BE A SOLUTION TO IOT TECHNICAL AND SECURITY ISSUES
IJNSA Journal93 visualizações
Coalition of IoT and Blockchain: Rewards and Challenges por anupriti
Coalition of IoT and Blockchain: Rewards and ChallengesCoalition of IoT and Blockchain: Rewards and Challenges
Coalition of IoT and Blockchain: Rewards and Challenges
anupriti454 visualizações
A Secure Model of IoT Using Blockchain por Altoros
A Secure Model of IoT Using BlockchainA Secure Model of IoT Using Blockchain
A Secure Model of IoT Using Blockchain
Altoros19.9K visualizações
IoT Standardization and Implementation Challenges por Ahmed Banafa
IoT Standardization and Implementation ChallengesIoT Standardization and Implementation Challenges
IoT Standardization and Implementation Challenges
Ahmed Banafa6.8K visualizações
First line of defense for cybersecurity : AI por Ahmed Banafa
First line of defense for cybersecurity : AIFirst line of defense for cybersecurity : AI
First line of defense for cybersecurity : AI
Ahmed Banafa507 visualizações
Applicability of Machine learning in computer networks por Chetan Kumar S
Applicability of Machine learning in computer networksApplicability of Machine learning in computer networks
Applicability of Machine learning in computer networks
Chetan Kumar S1.8K visualizações
Securing data with blockchain and ai por Venkat Projects
Securing data with blockchain and aiSecuring data with blockchain and ai
Securing data with blockchain and ai
Venkat Projects906 visualizações
Blockchain and AI por Ahmed Banafa
Blockchain and AIBlockchain and AI
Blockchain and AI
Ahmed Banafa2.9K visualizações
Blockchain+IOT por Matthew David
Blockchain+IOTBlockchain+IOT
Blockchain+IOT
Matthew David326 visualizações
Security of iot device por Mayank Pandey
Security of iot deviceSecurity of iot device
Security of iot device
Mayank Pandey220 visualizações
Fog computing security and privacy issues, open challenges, and blockchain so... por IJECEIAES
Fog computing security and privacy issues, open challenges, and blockchain so...Fog computing security and privacy issues, open challenges, and blockchain so...
Fog computing security and privacy issues, open challenges, and blockchain so...
IJECEIAES83 visualizações
Iot Market Readiness por Murali Munagapati
Iot Market ReadinessIot Market Readiness
Iot Market Readiness
Murali Munagapati78 visualizações
Blockchain Technology and COVID19 por Ahmed Banafa
Blockchain Technology and COVID19Blockchain Technology and COVID19
Blockchain Technology and COVID19
Ahmed Banafa416 visualizações

Similar a Secure and Smart IoT

Blockchain Technology and Its Application in Artificial Intelligence and Mach... por
Blockchain Technology and Its Application in Artificial Intelligence and Mach...Blockchain Technology and Its Application in Artificial Intelligence and Mach...
Blockchain Technology and Its Application in Artificial Intelligence and Mach...Dr. Kotrappa Sirbi
148 visualizações78 slides
Blockchain Security and Privacy por
Blockchain Security and PrivacyBlockchain Security and Privacy
Blockchain Security and PrivacyAnil John
5.3K visualizações23 slides
InitVerse Blockchain - 5 minutes to understand the blockchain.pdf por
InitVerse Blockchain - 5 minutes to understand the blockchain.pdfInitVerse Blockchain - 5 minutes to understand the blockchain.pdf
InitVerse Blockchain - 5 minutes to understand the blockchain.pdfInitVerse Blockchain
20 visualizações18 slides
Leveraging IOT and Latest Technologies por
Leveraging IOT and Latest TechnologiesLeveraging IOT and Latest Technologies
Leveraging IOT and Latest TechnologiesMithileysh Sathiyanarayanan
504 visualizações76 slides
Future of IoT: Key Challenges to Face por
Future of IoT: Key Challenges to FaceFuture of IoT: Key Challenges to Face
Future of IoT: Key Challenges to FaceAltoros
2.9K visualizações66 slides
Key challenges facing the future of IoT por
Key challenges facing the future of IoTKey challenges facing the future of IoT
Key challenges facing the future of IoTAhmed Banafa
3.8K visualizações65 slides

Similar a Secure and Smart IoT (20)

Blockchain Technology and Its Application in Artificial Intelligence and Mach... por Dr. Kotrappa Sirbi
Blockchain Technology and Its Application in Artificial Intelligence and Mach...Blockchain Technology and Its Application in Artificial Intelligence and Mach...
Blockchain Technology and Its Application in Artificial Intelligence and Mach...
Dr. Kotrappa Sirbi148 visualizações
Blockchain Security and Privacy por Anil John
Blockchain Security and PrivacyBlockchain Security and Privacy
Blockchain Security and Privacy
Anil John5.3K visualizações
InitVerse Blockchain - 5 minutes to understand the blockchain.pdf por InitVerse Blockchain
InitVerse Blockchain - 5 minutes to understand the blockchain.pdfInitVerse Blockchain - 5 minutes to understand the blockchain.pdf
InitVerse Blockchain - 5 minutes to understand the blockchain.pdf
InitVerse Blockchain20 visualizações
Future of IoT: Key Challenges to Face por Altoros
Future of IoT: Key Challenges to FaceFuture of IoT: Key Challenges to Face
Future of IoT: Key Challenges to Face
Altoros2.9K visualizações
Key challenges facing the future of IoT por Ahmed Banafa
Key challenges facing the future of IoTKey challenges facing the future of IoT
Key challenges facing the future of IoT
Ahmed Banafa3.8K visualizações
Blockchain Perspective - Internet of Memorable Things por Tim Lackey
Blockchain Perspective - Internet of Memorable ThingsBlockchain Perspective - Internet of Memorable Things
Blockchain Perspective - Internet of Memorable Things
Tim Lackey1.6K visualizações
Blockchain por Vivek Upadhyay
BlockchainBlockchain
Blockchain
Vivek Upadhyay181 visualizações
IRJET- Blockchain for Large-Scale Internet of Things Data Storage and Protection por IRJET Journal
IRJET- Blockchain for Large-Scale Internet of Things Data Storage and ProtectionIRJET- Blockchain for Large-Scale Internet of Things Data Storage and Protection
IRJET- Blockchain for Large-Scale Internet of Things Data Storage and Protection
IRJET Journal63 visualizações
Blockchain and Bitcoin por M Shamim Iqbal
Blockchain and BitcoinBlockchain and Bitcoin
Blockchain and Bitcoin
M Shamim Iqbal524 visualizações
Ultimate guide to understand- What is Blockchain Technology por Chapter247 Infotech
Ultimate guide to understand- What is Blockchain Technology Ultimate guide to understand- What is Blockchain Technology
Ultimate guide to understand- What is Blockchain Technology
Chapter247 Infotech61 visualizações
Block chains and crypto currencies - introduction por Initio
Block chains and crypto currencies - introductionBlock chains and crypto currencies - introduction
Block chains and crypto currencies - introduction
Initio1.2K visualizações
Blockchain - Beyond the Hype por Salman Baset
Blockchain - Beyond the HypeBlockchain - Beyond the Hype
Blockchain - Beyond the Hype
Salman Baset451 visualizações
Blockchain in industry 4.0 por Mujahid Hussain
Blockchain in industry 4.0Blockchain in industry 4.0
Blockchain in industry 4.0
Mujahid Hussain914 visualizações
IRJET- Secure Online Voting Systems using Block of Chunks por IRJET Journal
IRJET-  	  Secure Online Voting Systems using Block of ChunksIRJET-  	  Secure Online Voting Systems using Block of Chunks
IRJET- Secure Online Voting Systems using Block of Chunks
IRJET Journal27 visualizações
What Is Blockchain Useful For? por InvestingTips
What Is Blockchain Useful For?What Is Blockchain Useful For?
What Is Blockchain Useful For?
InvestingTips40 visualizações
Blockchain Technology In IOT por Stacey Roberts
Blockchain Technology In IOTBlockchain Technology In IOT
Blockchain Technology In IOT
Stacey Roberts499 visualizações

Mais de Ahmed Banafa

IoT and 5G convergence por
IoT and 5G convergenceIoT and 5G convergence
IoT and 5G convergenceAhmed Banafa
353 visualizações34 slides
Quantum Computing and AI por
Quantum Computing and AIQuantum Computing and AI
Quantum Computing and AIAhmed Banafa
813 visualizações26 slides
The convergence of IoT and Quantum Computing por
The convergence of IoT and Quantum ComputingThe convergence of IoT and Quantum Computing
The convergence of IoT and Quantum ComputingAhmed Banafa
281 visualizações32 slides
Quantum Internet Explained por
Quantum Internet ExplainedQuantum Internet Explained
Quantum Internet ExplainedAhmed Banafa
917 visualizações35 slides
IoT and Covid 19 por
IoT and Covid 19IoT and Covid 19
IoT and Covid 19Ahmed Banafa
524 visualizações20 slides
Quantum Teleportation por
Quantum TeleportationQuantum Teleportation
Quantum TeleportationAhmed Banafa
266 visualizações20 slides

Mais de Ahmed Banafa(15)

IoT and 5G convergence por Ahmed Banafa
IoT and 5G convergenceIoT and 5G convergence
IoT and 5G convergence
Ahmed Banafa353 visualizações
Quantum Computing and AI por Ahmed Banafa
Quantum Computing and AIQuantum Computing and AI
Quantum Computing and AI
Ahmed Banafa813 visualizações
The convergence of IoT and Quantum Computing por Ahmed Banafa
The convergence of IoT and Quantum ComputingThe convergence of IoT and Quantum Computing
The convergence of IoT and Quantum Computing
Ahmed Banafa281 visualizações
Quantum Internet Explained por Ahmed Banafa
Quantum Internet ExplainedQuantum Internet Explained
Quantum Internet Explained
Ahmed Banafa917 visualizações
IoT and Covid 19 por Ahmed Banafa
IoT and Covid 19IoT and Covid 19
IoT and Covid 19
Ahmed Banafa524 visualizações
Quantum Teleportation por Ahmed Banafa
Quantum TeleportationQuantum Teleportation
Quantum Teleportation
Ahmed Banafa266 visualizações
What is zero trust model (ztm) por Ahmed Banafa
What is zero trust model (ztm)What is zero trust model (ztm)
What is zero trust model (ztm)
Ahmed Banafa773 visualizações
How blockchain is revolutionizing crowdfunding por Ahmed Banafa
How blockchain is revolutionizing crowdfundingHow blockchain is revolutionizing crowdfunding
How blockchain is revolutionizing crowdfunding
Ahmed Banafa1.2K visualizações
Blockchain technology and supply chain management por Ahmed Banafa
Blockchain technology and supply chain managementBlockchain technology and supply chain management
Blockchain technology and supply chain management
Ahmed Banafa297 visualizações
8 key tech trends in a post covid-19 world edited por Ahmed Banafa
8 key tech trends in a post covid-19 world edited8 key tech trends in a post covid-19 world edited
8 key tech trends in a post covid-19 world edited
Ahmed Banafa484 visualizações
Ten trends of blockchain in 2020 por Ahmed Banafa
Ten trends of blockchain in 2020Ten trends of blockchain in 2020
Ten trends of blockchain in 2020
Ahmed Banafa250 visualizações
Quantum Computing and Blockchain: Facts and Myths por Ahmed Banafa
Quantum Computing and Blockchain: Facts and Myths  Quantum Computing and Blockchain: Facts and Myths
Quantum Computing and Blockchain: Facts and Myths
Ahmed Banafa443 visualizações
Ten Blockchain Applications por Ahmed Banafa
Ten Blockchain ApplicationsTen Blockchain Applications
Ten Blockchain Applications
Ahmed Banafa1.4K visualizações
Secure and Smart IoT in Energy Sector por Ahmed Banafa
Secure and Smart IoT in Energy Sector Secure and Smart IoT in Energy Sector
Secure and Smart IoT in Energy Sector
Ahmed Banafa667 visualizações
8 trends of IoT in 2018 por Ahmed Banafa
8 trends of IoT in 20188 trends of IoT in 2018
8 trends of IoT in 2018
Ahmed Banafa1.2K visualizações

Último

The Dark Web : Hidden Services por
The Dark Web : Hidden ServicesThe Dark Web : Hidden Services
The Dark Web : Hidden ServicesAnshu Singh
16 visualizações24 slides
hamro digital logics.pptx por
hamro digital logics.pptxhamro digital logics.pptx
hamro digital logics.pptxtupeshghimire
10 visualizações36 slides
Marketing and Community Building in Web3 por
Marketing and Community Building in Web3Marketing and Community Building in Web3
Marketing and Community Building in Web3Federico Ast
15 visualizações64 slides
How to think like a threat actor for Kubernetes.pptx por
How to think like a threat actor for Kubernetes.pptxHow to think like a threat actor for Kubernetes.pptx
How to think like a threat actor for Kubernetes.pptxLibbySchulze1
7 visualizações33 slides
Affiliate Marketing por
Affiliate MarketingAffiliate Marketing
Affiliate MarketingNavin Dhanuka
18 visualizações30 slides
ATPMOUSE_융합2조.pptx por
ATPMOUSE_융합2조.pptxATPMOUSE_융합2조.pptx
ATPMOUSE_융합2조.pptxkts120898
35 visualizações70 slides

Último(6)

The Dark Web : Hidden Services por Anshu Singh
The Dark Web : Hidden ServicesThe Dark Web : Hidden Services
The Dark Web : Hidden Services
Anshu Singh16 visualizações
hamro digital logics.pptx por tupeshghimire
hamro digital logics.pptxhamro digital logics.pptx
hamro digital logics.pptx
tupeshghimire10 visualizações
Marketing and Community Building in Web3 por Federico Ast
Marketing and Community Building in Web3Marketing and Community Building in Web3
Marketing and Community Building in Web3
Federico Ast15 visualizações
How to think like a threat actor for Kubernetes.pptx por LibbySchulze1
How to think like a threat actor for Kubernetes.pptxHow to think like a threat actor for Kubernetes.pptx
How to think like a threat actor for Kubernetes.pptx
LibbySchulze17 visualizações
Affiliate Marketing por Navin Dhanuka
Affiliate MarketingAffiliate Marketing
Affiliate Marketing
Navin Dhanuka18 visualizações
ATPMOUSE_융합2조.pptx por kts120898
ATPMOUSE_융합2조.pptxATPMOUSE_융합2조.pptx
ATPMOUSE_융합2조.pptx
kts12089835 visualizações

Secure and Smart IoT

  • 1. Secure and Smart IoT Prof. Ahmed Banafa IoT Expert | Faculty | Author | Keynote Speaker College of Engineering San Jose State University San Jose, CA USA
  • 3. • The Internet of Things (IoT) as a concept is fascinating and exciting, but one of the major challenging aspects of IoT is having a secure ecosystem encompassing all building blocks of IoT- architecture.
  • 5. • Things: These are defined as uniquely identifiable nodes, primarily sensors that communicate without human interaction using different connectivity methods.
  • 6. • Gateways: These act as intermediaries between things and the cloud to provide the needed connectivity, security, and manageability.
  • 7. • Network infrastructure: This is comprised of routers, aggregators, gateways, repeaters and other devices that control and secure data flow.
  • 8. • Cloud infrastructure: Cloud infrastructure contains large pools of virtualized servers and storage that are networked together with computing and analytical capabilities
  • 9. Challenges to secure IoT deployments
  • 10. • Many IoT Systems are poorly designed and implemented, using diverse protocols and technologies that create complex and sometimes conflicting configurations. • Limited guidance for life cycle maintenance and management of IoT devices • IoT privacy concerns are complex and not always readily evident.
  • 11. • There is a lack of standards for authentication and authorization of IoT edge devices. • Security standards, for platform configurations, involving virtualized IoT platforms supporting multi- tenancy is immature. • The uses for Internet of Things technology are expanding and changing—often in uncharted waters.
  • 12. • IoT security will be complicated by the fact that many "things" use simple processors and operating systems that may not support sophisticated security approaches.
  • 13. • A prime example of the urgent need for such new security technologies is the recent massive distributed denial of service attack (DDoS) that crippled the servers of popular services like Twitter, Netflix, NYTimes, and PayPal across the U.S. on October 21st, 2016. It was the result of an immense assault that involved millions of internet addresses and malicious software. • One source of the traffic for the attacks was devices infected by the Mirai malware.
  • 15. • Blockchain, the "distributed ledger" technology, has emerged as an object of intense interest in the tech industry and beyond.
  • 16. What are some advantages of Blockchain?
  • 18. • The big advantage of blockchain is that it's public. Everyone participating can see the blocks and the transactions stored in them. This doesn't mean everyone can see the actual content of your transaction, however; that's protected by your private key.
  • 19. • A blockchain is decentralized, so there is no single authority that can approve the transactions or set specific rules to have transactions accepted. • That means there's a huge amount of trust involved since all the participants in the network have to reach a consensus to accept transactions.
  • 20. • Most importantly, it's secure. The database can only be extended and previous records cannot be changed (at least, there's a very high cost if someone wants to alter previous records).
  • 23. • This decentralized approach would eliminate Single Points of Failure, creating a more resilient ecosystem for devices to run on. The cryptographic algorithms used by blockchains would make consumer data more private.
  • 24. • In an IoT network, the blockchain can keep an undisputable record of the history of smart devices. • This feature enables the autonomous functioning of smart devices without the need for centralized authority. • As a result, the blockchain opens the door to a series of IoT scenarios that were remarkably difficult, or even impossible to implement without it.
  • 25. • In this model, the blockchain will treat message exchanges between devices similar to financial transactions in a bitcoin network. • To enable message exchanges, devices will leverage smart contracts which then model the agreement between the two parties
  • 26. What are the challenges?
  • 28. • Scalability issues pertaining to the blockchain that might lead to centralization, which is casting a shadow over the future of the cryptocurrency.
  • 29. • Processing power and time required to perform encryption for all the objects involved in a blockchain-based ecosystem.
  • 30. • Storage too will be a hurdle. Blockchain eliminates the need for a central server to store transactions and device IDs, but the ledger has to be stored on the nodes themselves. And the ledger will increase in size as time passes.
  • 31. • Lack of skills: few people understand how blockchain technology really works and when you add IoT to the mix that number will shrink drastically.
  • 32. • Legal and compliance issues: It's a new territory in all aspects without any legal or compliance code to follow, which is a serious problem for manufacturers and service providers.
  • 34. AI and IoT Data Analytics
  • 35. There are six types of IoT Data Analysis where AI can help : • Data Preparation: Defining pools of data and clean them which will take us to concepts like Dark Data, Data Lakes.
  • 36. • Data Discovery: Finding useful data in the defined pools of data
  • 37. • Visualization of Streaming Data: On the fly dealing with streaming data by defining, discovering data, and visualizing it in smart ways to make it easy for the decision-making process to take place without delay.
  • 38. • Time Series Accuracy of Data: Keeping the level of confidence in data collected high with high accuracy and integrity of data
  • 39. • Predictive and Advance Analytics: a Very important step where decisions can be made based on data collected, discovered and analyzed
  • 40. • Real-Time Geospatial and Location (logistical Data): Maintaining the flow of data smooth and under control.
  • 43. • Compatibility: IoT is a collection of many parts and systems they are fundamentally different in time and space.
  • 44. • Complexity: IoT is a complicated system with many moving parts and non –stop stream of data making it a very complicated ecosystem
  • 45. • Privacy/Security/Safety (PSS): PSS is always an issue with every new technology or concept, how far IA can help without compromising PSS? One of the new solutions for such problem is using Blockchain technology.
  • 46. • Ethical and legal Issues: It’s a new world for many companies with no precedents, untested territory with new laws and cases emerging rapidly.
  • 47. • Artificial Stupidity: Back to the very simple concept of GIGO, AI still needs “training” to understand human reactions/emotions so the decisions will make sense.