Security Requirements in IoT Architecture - Security in Enabling Technologies - Security Concerns in IoT Applications. Security Architecture in the Internet of Things - Security Requirements in IoT - Insufficient Authentication/Authorization - Insecure Access Control - Threats to Access Control, Privacy, and Availability - Attacks Specific to IoT. Vulnerabilities – Secrecy and Secret-Key Capacity - Authentication/Authorization for Smart Devices - Transport Encryption
The growth of embedded systems connecting to the Internet or "Internet of Things" (IoT) increases year by year. Thus, the IoT ecosystems become new targets of the attackers. This presentation will talk about the basic principle of information security, why we need to secure IoT ecosystems, and also the vulnerabilities and solutions from OWASP.
This presentation discusses about IoT, challenges associated with it, common threats to IoT. It also briefs about how OWASP introduces Vulnerabilities in IoT.
We did not predict the Internet, the Web, social networking, Facebook, Twitter, millions of apps for smart-phones, etc. New research problems arise due to the large scale of devices, the connection of the physical and cyber worlds, the openness of the systems of systems, and continuing problems of privacy and security. It is hoped that there is more cooperation between the research communities in order to solve the myriad of problems sooner as well as to avoid re-inventing the wheel when a particular community solves a problem.
The IoT Era Begins
Components of IoT-Enabled Things
IoT Reference model
IoT Security
IoT Security & Privacy Req. defined by ITU-T
An IoT Security Framework
IoT Security Challenges
Internet of Things - Liability
IoT security tools
An overview of security and privacy challenges that must be faced and solved when creating new Things for the Internet of Things. We discussed why are Things inherently insecure together with examples of attack vectors and learned some risk mitigation strategies. We realized why should users be wary of Things violating their privacy and gained awareness of upcoming EU privacy legislation that affects providers of IoT-based solutions. Talk given at Pixels Camp 2017, Lisbon.
The growth of embedded systems connecting to the Internet or "Internet of Things" (IoT) increases year by year. Thus, the IoT ecosystems become new targets of the attackers. This presentation will talk about the basic principle of information security, why we need to secure IoT ecosystems, and also the vulnerabilities and solutions from OWASP.
This presentation discusses about IoT, challenges associated with it, common threats to IoT. It also briefs about how OWASP introduces Vulnerabilities in IoT.
We did not predict the Internet, the Web, social networking, Facebook, Twitter, millions of apps for smart-phones, etc. New research problems arise due to the large scale of devices, the connection of the physical and cyber worlds, the openness of the systems of systems, and continuing problems of privacy and security. It is hoped that there is more cooperation between the research communities in order to solve the myriad of problems sooner as well as to avoid re-inventing the wheel when a particular community solves a problem.
The IoT Era Begins
Components of IoT-Enabled Things
IoT Reference model
IoT Security
IoT Security & Privacy Req. defined by ITU-T
An IoT Security Framework
IoT Security Challenges
Internet of Things - Liability
IoT security tools
An overview of security and privacy challenges that must be faced and solved when creating new Things for the Internet of Things. We discussed why are Things inherently insecure together with examples of attack vectors and learned some risk mitigation strategies. We realized why should users be wary of Things violating their privacy and gained awareness of upcoming EU privacy legislation that affects providers of IoT-based solutions. Talk given at Pixels Camp 2017, Lisbon.
IoT Security: Problems, Challenges and SolutionsLiwei Ren任力偉
As a novel computing platform in network, IoT will bring many security challenges to enterprise networks, and create new opportunities for security industry. This talk will provide a general overview of enterprise network security problems, especially the data security, caused by IoT. After that, a few existing security technologies are evaluated as necessary elements of a holistic network security that cover IoT devices. These technologies include : (a) IoT security monitoring and control; (b) FOTA for firmware vulnerability management; (c) NetFlow based big data security analysis. In the end, the practice of standard security protocols (such as OpenIoC and IODEF) will be strongly advocated for delivering effective IoT security solutions.
Internet of Things (IoT) will enable dramatic society transformation. This seminar presents an introduction to the IoT and explains why IoT Security is important.
Then it presents security issues in wireless sensor networks that constitute a main ingredient of IoT.
Seminar given at Centre Tecnològic de Telecomunicacions de Catalunya (CTTC) on 28 January 2015.
To Support Digital India, We are trying to enforce the security on the web and digital Information. This Slides provide you basic as well as advance knowledge of security model. Model covered in this slides are Chinese Wall, Clark-Wilson, Biba, Harrison-Ruzzo-Ullman Model, Bell-LaPadula Model etc.
Types of Access Control.
The session with highlight Intel’s vision for IoT Security and the fundamental building blocks and capabilities Intel and the ecosystem are providing to organizations to build security in from design through deployment and maintenance.
The Internet-of-Things (IoT) is a upcoming field which aims to provided any time, any place, anywhere connectivity by seamlessly integrating devices with solutions. In this presentation we have shared some of the real time product design challenges with IoT. The presentation was done in the Electronics Rocks conference held at NIMHANS convention center, Bengaluru, India
Internet of Things means every household or handy device which is used to make our world easy and better and connected with IP which transmit some data.
This slide covers IOT description, OWASP Top 10 2014 & its recommendations.
This ppt define the basic concepts of mobile computing. It is the first part of mobile computing.
It defines the following terms
Introduction to mobile computing
Generations of mobile computing
Cellular concepts
Signalling, modulation and Demodulation
Spread Spectrum
Frequency Reuse
Multiple access schemes
GSM
GPRS
CDMA
The slides defines IoT and show the differnce between M2M and IoT vision. It then describes the different layers that depicts the functional architecture of IoT, standard organizations and bodies and other IoT technology alliances, low power IoT protocols, IoT Platform components, and finally gives a short description to one of IoT low power application protocols (MQTT).
Helpful survey for researchers and students who are intended to investigate in the Internet of things field in term of security and privacy side. This survey has general overview in security issues with the solutions addressed these issues.
Internet of Things (IoT) Security and Privacy Recommendations by Jason Living...CableLabs
As IoT insecurity creates vulnerabilities, policymakers become concerned about the health of the Internet. How can public policy address these concerns in a smart way, targeting their efforts to improve IoT security without imposing unnecessary costs across the Internet ecosystem or creating unintended effects? What is the role of government versus industry?
Jason Livingood
Vice President, Technology Policy & Standards, Comcast
https://www.cablelabs.com/informed/
IoT Security: Problems, Challenges and SolutionsLiwei Ren任力偉
As a novel computing platform in network, IoT will bring many security challenges to enterprise networks, and create new opportunities for security industry. This talk will provide a general overview of enterprise network security problems, especially the data security, caused by IoT. After that, a few existing security technologies are evaluated as necessary elements of a holistic network security that cover IoT devices. These technologies include : (a) IoT security monitoring and control; (b) FOTA for firmware vulnerability management; (c) NetFlow based big data security analysis. In the end, the practice of standard security protocols (such as OpenIoC and IODEF) will be strongly advocated for delivering effective IoT security solutions.
Internet of Things (IoT) will enable dramatic society transformation. This seminar presents an introduction to the IoT and explains why IoT Security is important.
Then it presents security issues in wireless sensor networks that constitute a main ingredient of IoT.
Seminar given at Centre Tecnològic de Telecomunicacions de Catalunya (CTTC) on 28 January 2015.
To Support Digital India, We are trying to enforce the security on the web and digital Information. This Slides provide you basic as well as advance knowledge of security model. Model covered in this slides are Chinese Wall, Clark-Wilson, Biba, Harrison-Ruzzo-Ullman Model, Bell-LaPadula Model etc.
Types of Access Control.
The session with highlight Intel’s vision for IoT Security and the fundamental building blocks and capabilities Intel and the ecosystem are providing to organizations to build security in from design through deployment and maintenance.
The Internet-of-Things (IoT) is a upcoming field which aims to provided any time, any place, anywhere connectivity by seamlessly integrating devices with solutions. In this presentation we have shared some of the real time product design challenges with IoT. The presentation was done in the Electronics Rocks conference held at NIMHANS convention center, Bengaluru, India
Internet of Things means every household or handy device which is used to make our world easy and better and connected with IP which transmit some data.
This slide covers IOT description, OWASP Top 10 2014 & its recommendations.
This ppt define the basic concepts of mobile computing. It is the first part of mobile computing.
It defines the following terms
Introduction to mobile computing
Generations of mobile computing
Cellular concepts
Signalling, modulation and Demodulation
Spread Spectrum
Frequency Reuse
Multiple access schemes
GSM
GPRS
CDMA
The slides defines IoT and show the differnce between M2M and IoT vision. It then describes the different layers that depicts the functional architecture of IoT, standard organizations and bodies and other IoT technology alliances, low power IoT protocols, IoT Platform components, and finally gives a short description to one of IoT low power application protocols (MQTT).
Helpful survey for researchers and students who are intended to investigate in the Internet of things field in term of security and privacy side. This survey has general overview in security issues with the solutions addressed these issues.
Internet of Things (IoT) Security and Privacy Recommendations by Jason Living...CableLabs
As IoT insecurity creates vulnerabilities, policymakers become concerned about the health of the Internet. How can public policy address these concerns in a smart way, targeting their efforts to improve IoT security without imposing unnecessary costs across the Internet ecosystem or creating unintended effects? What is the role of government versus industry?
Jason Livingood
Vice President, Technology Policy & Standards, Comcast
https://www.cablelabs.com/informed/
12 IoT Cyber Security Threats to Avoid - CyberHive.pdfonline Marketing
As IoT (Internet of Things) devices weave into the fabric of our daily lives, from smart thermostats to connected cars, the need for robust IoT cyber security measures has never been more pressing. Let’s dive into 12 IoT cyber security threats that pose significant risks and offer guidance on navigating these digital waters safely. please visit: https://www.cyberhive.com/insights/12-iot-cyber-security-threats-to-avoid/
Cybersecurity stands as the bedrock of our digital world, safeguarding systems, networks, and data from a rising tide of cyber threats. In the era of the Internet of Things (IoT), wherean ever-expanding array of devices and objects are seamlessly interconnected, the importance of cybersecurity has escalated to unprecedented levels.
The Internet of Things (IoT) is thriving network of smart objects where one physical object can exchange information with another physical object. In today’s Internet of Things (IoT) the interest is the concealment and security of data in a network. The obtrusion into Internet of Things (IoT) exposes the extent with which the internet of things is vulnerable to attacks and how such attack can be detected to prevent extreme damage. It emphasises on threats, vulnerability, attacks and possible methods of detecting intruders to stop the system from further destruction, this paper proposes a way out of the impending security situation of Internet of things using IPV6 Low -power wireless personal Area Network.
In the past decade, internet of things IoT has been a focus of research. It makes more intelligent to core element of modern world such as hospitals, cities, organizations, and buildings. Usually, IoT has four major components including sensing, information processing, applications and services, heterogeneous access and additional components e.g. Security and privacy. In this paper, we are presenting security perspective from the perspective of layers that comprises IoT. In this we focus on the overview of IoT security perspective. Sunilkumar Malge | Pallavi Singh ""Internet of Things (IoT): Security Perspective"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd24010.pdf
Paper URL: https://www.ijtsrd.com/computer-science/artificial-intelligence/24010/internet-of-things-iot-security-perspective/sunilkumar-malge
What are the Challenges of IoT SecurityIoT has many of the same s.docxalanfhall8953
What are the Challenges of IoT Security?
IoT has many of the same security challenges that other systems have. There are, however, some challenges that are unique to IoT.
1. Embedded Passwords. Embedding passwords in IoT devices make it easy for remote support technicians to access devices for troubleshooting and simplifies the installation of multiple devices. Of course, it also simplifies access to devices for malicious purposes.
2. Lack of device authentication. Allowing IoT devices access to the network without authenticating opens the network to unknown and unauthorized devices. Rogue devices can serve as an entry point for attacks or even as a source of attacks.
3. Patching and upgrading. Some IoT devices do not provide a simple (or any) means to patch or upgrade software. This results in many IoT devices with vulnerabilities continuing to be in use.
4. Physical hardening. Physical access to IoT devices can introduce risk if those devices are not hardened against physical attack. Such an attack may not be intended to damage the device, but rather to extract information. Simply removing a microSD memory card to read its contents can give an attacker private data, as well as information such as embedded passwords that may allow access to other devices.
5. Outdated components. When vulnerabilities are discovered in hardware or software components of IoT devices, it can be difficult and expensive for manufacturers or users to update or replace them. As with patches, this results in many IoT devices with vulnerabilities continuing to be used.
6. Device monitoring and management. IoT devices do not always have a unique identifier that facilitates asset tracking, monitoring, and management. IT personnel do not necessarily consider IoT devices among the hosts that they monitor and manage. Asset tracking systems sometimes neglect to include IoT devices, so they sit on the network without being managed or monitored.
Most of these issues can be attributed to security being an afterthought (if a thought at all) in the design and manufacturing of IoT devices. Even those IoT developers who consider security in the design process struggle with implementation. Most IoT devices are limited by minimal processing power, memory, and data transfer speeds. This is a necessary evil in order to keep the size and cost of the devices small. Accordingly, security controls must be implemented to compensate for these inherent weaknesses.
The first step to implementing security controls is to determine where those controls are needed. This is another challenge for protecting IoT devices. Since IoT devices are often not recognized as network devices, they get overlooked when inventorying or mapping the network. If you do not know it is there, you cannot protect it.
Fortunately, IoT device manufacturers are beginning to address these issues, but organizations that are planning or currently using IoT cannot sit back and wait for that to happen. There are measures that.
Final Research Project - Securing IoT Devices What are the Challe.docxtjane3
Final Research Project - Securing IoT Devices: What are the Challenges?
Internet security, in general, is a challenge that we have been dealing with for decades. It is a regular topic of discussion and concern, but a relatively new segment of internet security is getting most attention—internet of things (IoT). So why is internet of things security so important?
The high growth rate of IoT should get the attention of cybersecurity professionals. The rate at which new technology goes to market is inversely proportional to the amount of security that gets designed into the product. According to IHS Markit, “The number of connected IoT devices worldwide will jump 12 percent on average annually, from nearly 27 billion in 2017 to 125 billion in 2030.”
IoT devices are quite a bit different from other internet-connected devices such as laptops and servers. They are designed with a single purpose in mind, usually running minimal software with minimal resources to serve that purpose. Adding the capability to run and update security software is often not taken into consideration.
Due to the lack of security integrated into IoT devices, they present significant risks that must be addressed. IoT security is the practice of understanding and mitigating these risks. Let’s consider the challenges of IoT security and how we can address them.
Some security practitioners suggest that key IoT security steps include:
1. Make people aware that there is a threat to security;
2. Design a technical solution to reduce security vulnerabilities;
3. Align the legal and regulatory frameworks; and
4. Develop a workforce with the skills to handle IoT security.
Final Assignment - Project Plan (Deliverables):
1) Address each of the FOURIoT security steps listed above in terms of IoT devices.
2) Explain in detail, in a step-by-step guide, how to make people more aware of the problems associated with the use of IoT devices.
Bottom of Form
Top of Form
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IoT References:
https://www.techrepublic.com/article/how-to-secure-your-iot-devices-from-botnets-and-other-threats/
https://www.peerbits.com/blog/biggest-iot-security-challenges.html
https://www.bankinfosecurity.asia/securing-iot-devices-challenges-a-11138
https://www.sumologic.com/blog/iot-security/
https://news.ihsmarkit.com/press-release/number-connected-iot-devices-will-surge-125-billion-2030-ihs-markit-says
https://cdn.ihs.com/www/pdf/IoT_ebook.pdf
https://go.armis.com/hubfs/Buyers%E2%80%99%20Guide%20to%20IoT%20Security%20-Final.pdf
https://www.techrepublic.com/article/smart-farming-how-iot-robotics-and-ai-are-tackling-one-of-the-biggest-problems-of-the-century/
Video Resources:What is the Internet of Things (IoT) and how can we secure it?
https://www.youtube.com/watch?v=H_X6IP1-NDc
What is the problem with IoT security? - Gary explains
https://www.youtube.com/watch?v=D3yrk4TaIQQ
What are the Challenges of IoT Security?
IoT has many of the same security challenges that other systems have. There are, howe.
Final Research Project - Securing IoT Devices What are the Challe.docxlmelaine
Final Research Project - Securing IoT Devices: What are the Challenges?
Internet security, in general, is a challenge that we have been dealing with for decades. It is a regular topic of discussion and concern, but a relatively new segment of internet security is getting most attention—internet of things (IoT). So why is internet of things security so important?
The high growth rate of IoT should get the attention of cybersecurity professionals. The rate at which new technology goes to market is inversely proportional to the amount of security that gets designed into the product. According to IHS Markit, “The number of connected IoT devices worldwide will jump 12 percent on average annually, from nearly 27 billion in 2017 to 125 billion in 2030.”
IoT devices are quite a bit different from other internet-connected devices such as laptops and servers. They are designed with a single purpose in mind, usually running minimal software with minimal resources to serve that purpose. Adding the capability to run and update security software is often not taken into consideration.
Due to the lack of security integrated into IoT devices, they present significant risks that must be addressed. IoT security is the practice of understanding and mitigating these risks. Let’s consider the challenges of IoT security and how we can address them.
Some security practitioners suggest that key IoT security steps include:
1. Make people aware that there is a threat to security;
2. Design a technical solution to reduce security vulnerabilities;
3. Align the legal and regulatory frameworks; and
4. Develop a workforce with the skills to handle IoT security.
Final Assignment - Project Plan (Deliverables):
1) Address each of the FOURIoT security steps listed above in terms of IoT devices.
2) Explain in detail, in a step-by-step guide, how to make people more aware of the problems associated with the use of IoT devices.
Bottom of Form
Top of Form
Bottom of Form
IoT References:
https://www.techrepublic.com/article/how-to-secure-your-iot-devices-from-botnets-and-other-threats/
https://www.peerbits.com/blog/biggest-iot-security-challenges.html
https://www.bankinfosecurity.asia/securing-iot-devices-challenges-a-11138
https://www.sumologic.com/blog/iot-security/
https://news.ihsmarkit.com/press-release/number-connected-iot-devices-will-surge-125-billion-2030-ihs-markit-says
https://cdn.ihs.com/www/pdf/IoT_ebook.pdf
https://go.armis.com/hubfs/Buyers%E2%80%99%20Guide%20to%20IoT%20Security%20-Final.pdf
https://www.techrepublic.com/article/smart-farming-how-iot-robotics-and-ai-are-tackling-one-of-the-biggest-problems-of-the-century/
Video Resources:What is the Internet of Things (IoT) and how can we secure it?
https://www.youtube.com/watch?v=H_X6IP1-NDc
What is the problem with IoT security? - Gary explains
https://www.youtube.com/watch?v=D3yrk4TaIQQ
What are the Challenges of IoT Security?
IoT has many of the same security challenges that other systems have. There are, howe ...
IoT Security: Debunking the "We Aren't THAT Connected" MythSecurity Innovation
In a world where convenience is key, consumers are adopting every new connected device that hits the shelves - and doing so with the assumption that due diligence security has been considered. But recent IoT attacks suggest otherwise.
As organizations migrate from a primarily offline to online business model, they are failing to consider IoT’s unique threats which traditional solutions are unable to secure. As a result, steps must be taken to ensure that the device, connections and infrastructure are hardened, especially software which runs IoT devices and is the source of ~90% of attacks.
This webinar is ideal for risk, technology, and security professionals that want to understand why a hacker would want to attack their “harmless” IoT device and what the stealth risk to their organization and consumers is.
Topics covered include:
- IoT security – why it’s so different….and tough
- The IoT ecosystem and attack surface
- Managing liability - IoT risks to consumers and vendors
- Auditing IoT software development
Cybersecurity In IoT Challenges And Effective Strategies.pdfRahimMakhani2
Explore the world of IoT cybersecurity. Expose challenges and discover effective strategies to secure your digital security. Stay secure in the dynamical landscape of cybersecurity in IoT.
Unlocking the Potential: A Comprehensive Guide to Understanding and Securing ...cyberprosocial
The Internet of Things, or IoT, has become a disruptive force in the era of connected devices, changing the way we interact with our surroundings. In the center of this networked web is an essential element called IoT gateways. The purpose of this paper is to offer a thorough overview of IoT gateways, their importance in enabling smooth device connectivity, and the critical necessity to safeguard these gateways against growing cyber threats.
Similar to Security Requirements in IoT Architecture (20)
This PPT contais hard ware requirement of GPS system, calculatin user position, pseudo range measurement, and calculation in spherical co-ordinate systems. rest is in basics of GPS -2.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Event Management System Vb Net Project Report.pdfKamal Acharya
In present era, the scopes of information technology growing with a very fast .We do not see any are untouched from this industry. The scope of information technology has become wider includes: Business and industry. Household Business, Communication, Education, Entertainment, Science, Medicine, Engineering, Distance Learning, Weather Forecasting. Carrier Searching and so on.
My project named “Event Management System” is software that store and maintained all events coordinated in college. It also helpful to print related reports. My project will help to record the events coordinated by faculties with their Name, Event subject, date & details in an efficient & effective ways.
In my system we have to make a system by which a user can record all events coordinated by a particular faculty. In our proposed system some more featured are added which differs it from the existing system such as security.
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
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Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
1. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 1
Security Requirements in IoT
Dr. Vrince Vimal
Computer Science and Engineering
2. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 2
Unit I 9 Hours
SecurityRequirements in IoT Architecture - Security in Enabling Technologies - Security Concerns in IoT Applications. Security
Architecture in the Internet of Things - Security Requirements in IoT - Insufficient Authentication/Authorization - Insecure Access
Control - Threats to Access Control, Privacy, and Availability - Attacks Specific to IoT. Vulnerabilities – Secrecy and Secret-Key Capacity -
Authentication/Authorization for Smart Devices - Transport Encryption – Attack & Fault trees.
Unit II 9 Hours
Cryptographic primitives and its role in IoT – Encryption and Decryption – Hashes – Digital Signatures – Random number generation –
Cipher suites– key management fundamentals – cryptographic controls built into IoT messaging and communication protocols – IoT Node
Authentication
Unit III 8 Hours
Identity lifecycle – authentication credentials – IoT IAM infrastructure – Authorization with Publish / Subscribe schemes – access control
Unit IV 6 Hours
Concerns in data dissemination – Lightweight and robust schemes for Privacy protection – Trust and Trust models for IoT – self-organizing
Things - Preventing unauthorized access
Unit V 8 Hours
Cloud services and IoT – offerings related to IoT from cloud service providers – Cloud IoT security controls – enterprise IoT cloud security
architecture – New directions in cloud enabled IoT computing.
3. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 3
• The emerging Internet of Things (IoT) is believed to be the next
generation of the Internet.
• Easy target for Hackers as billion of devices Communicating
without human intervention.
• Intelligent sensors, wireless communication, networks, data
analysis technologies, cloud computing have been developed
• The development is in initial stages.
Introduction
4. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 4
• Security is significant obstacles in IoT
• It which involves the sensing of :
Infrastructure security,
Communication network security
Application security
General system security.
5. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 5
• Security means cryptography, secure communication, and
privacy assurances.
• But for IoT Security has diverse meaning i.e.
• Data confidentiality,
• Services availability,
• Integrity,
• Antimalware,
• Information integrity,
• Privacy protection,
• Access control,
6. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 6
• At the lower layer of IoT (sensing layer)
Limited computation capacity
Limited energy supply
• At the Middle layer of IoT (network layer)
Eavesdropping or Interception,
Denial of service (DoS) attack.
• At the upper layer of IoT (application layer)
Data aggregation and encryption compensates for
issues of all layers.
7. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 7
Security Requirements
• In IoT, each connected device could be a potential doorway
into the IoT infrastructure or personal data.
• Security Concern would elevate once IoT reaches next level
of interoperability and autonomous decision making and
higher order security loopholes.
9. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 9
SECURITY REQUIREMENTS IN IoT
ARCHITECTURE
• A critical requirement of IoT is that the devices must be
interconnected.
• N/W has to acquire, process and communicate data from
real to virtual world.
• provide applications with strong security protection
10. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 10
• N/W must provide operational guarantees for the
IoT, which bridges the gap between the physical
devices and the virtual worlds.
• Framework should consider:
Technical factors,
Sensing techniques,
Communication methods
Network technologies
Security protection,
Information confidentiality,
Transmission security,
Privacy protection,
11. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 11
Business issues,
Business models,
Business processes
• SoA has been successfully applied to IoT design
• The services-based application will heavily depend
on the architecture of IoT.
13. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 13
Sensing Layer and IoT End-Nodes
For designing sensing layer of an IoT, the
main concerns are:
• Cost, size, resource, and energy
consumption
• Deployment.
• Heterogeneity.
• Communication.
• Networks.
14. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 14
The endless variety of IoT applications poses
an equally wide variety of security challenges.
Devices authentication
Trusted devices
Leveraging the security controls and
availability of infrastructures in sensing layer.
In terms of software update
15. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 15
In this layer, the security concerns can be classified into two
main categories:
• The security requirements at IoT end-node: physically
;access control; authentication; nonrepudiation;
confidentiality; integrity; availability; and privacy.
• The security requirements in sensing layer: confidentiality;
data source authentication; device authentication; integrity;
availability, and timeless.
16. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 16
Security Threats Description
Unauthorized access Due to physically capture or logic
attacked, the sensitive information at the end-nodes is captured
by the attacker.
Availability The end-node stops to work since physically
captured or attacked logically
Spoofing attack With malware node, the attacker
successfully masquerades as IoT end-device, end-node, or
end-gateway by falsifying data
Selfish threat Some IoT end-nodes stop working to save
resources or andwidth to cause the failure of network
Malicious code Virus, Trojan, and junk message that can
cause software failure
DoS An attempt to make a IoT end-node resource unavailable
to its users
Transmission threats Threats in transmission, such as
interrupting, blocking, data manipulation, forgery, etc.
17. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 17
following actions should be taken:
(1) Implement security standards for IoT and ensure all
devices are produced by meeting specific security standards.
(2) Build trustworthy data sensing system and review the
security of all devices/ components.
(3) Forensically identify and trace the source of users.
(4) Software or firmware at IoT end-node should be securely
designed.
18. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 18
In the networking layer, the following issues
should be addressed:
• Network management technologies
including the management for
fixed, wireless, mobile networks,
• Network energy efficiency,
• Requirements of QoS,
• Technologies for mining and searching,
• Information confidentiality,
• Security and privacy.
Network Layer
19. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 19
The security requirements in network layer involve:
• Overall security requirements,
• Privacy leakage:
• Communication security:
• Overconnected:
• MITM attack:
• Fake network message:
20. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 20
The activities in service layer, conducted by following
components:
• Service discovery.
• Service composition.
• Trustworthiness management.
• Service APIs.
Service Layer
21. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 21
The security requirements in the service layer include:
Authorization, service authentication, group authentication,
privacy protection, integrity, security of keys, nonrepudiation,
antireplay, availability, etc.
• Privacy leakage. The main concern in this layer involves
privacy leakage and malicious location tracking.
• Service abuses. In IoT the service abuse attack involves:
i) illegal abuse of services;
ii) abuse of unsubscribed services.
• Node identify masquerade.
22. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 22
• DoS attack.
• Replay attack, the attacker resends the data.
• Service information sniffer and manipulation.
• Repudiation in service layer, it includes the communication
repudiation and services repudiation.
23. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 23
For the application maintenance, following security
requirements will be involved:
• Remote safe configuration.
• Software downloading and updating.
• Security patches.
• Administrator authentication.
• Unified security platform, etc.
Application Layer
24. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 24
In IoT in designing the security solutions, following rules
should be helpful:
a. Since most constrained IoT end-nodes work in an
unattended manner, the designer should pay more attention
to the safety of these nodes;
b. As IoT involves billions of clustering nodes, the security
solutions should be designed based on energy efficiency
schemes;
c. The light security scheme at IoT end-nodes might be
different with existing network security solutions; however, we
should design security solutions in a big enough range for all
parts in IoT.
25. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 25
Security in Identification and Tracking Technologies
• Due to its capability for identifying, tracing, and tracking,
the RFID system has been wide applications
SECURITY IN ENABLING
TECHNOLOGIES
26. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 26
In general the security features of RFID include:
• Tags/Readers collision problem Data confidentiality
• Tag-to-reader authentication
• High-assurance readers
27. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 27
Security in Integration of WSN and RFID
• IoT with the integration of RIFD and WSNs makes it
possible to develop IoT applications for healthcare,
decision-making of complex systems.
• The security issue in integration of RFID and WSNs
involves following challenges:
• Privacy,
• Identification and authentication,
• Communication security,
28. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 28
• Trust and ownership,
•
• Integration;
• User authentication.
29. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 29
SECURITY CONCERNS IN IoT
APPLICATIONS• The IoT enables information gathering, transmitting, and
storing to be available for devices in many scenarios, which
creates or accelerates many applications such as :
• Industrial control systems,
• Retailing industry,
• Smart shelf operations,
• Healthcare,
• Food and restaurant industry,
• Logistic industry, travel
• Tourism industry, etc.
30. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 30
To integrate the devices of sensing layer as intrinsic parts of the IoT,
effective security technology is essential to ensure security and privacy
protection in
various activities such as :
• Personal activities,
• Business processes,
• Transportations,
• Information protection.
31. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 31
Security Concerns in SCADA Systems
• SCADA systems are generally designed as more technical-
oriented solutions often in the industrial environment.
• Following security concerns are to be concerned while
integrating SCADA with IoT:
Authentication and access control
Identification of SCADA vulnerabilities
Physical security
System recovery and backups
32. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 32
Security Concerns in EIS
• Enterprise information systems have played the pivotal
role in modern organizations existing as Enterprise
Resource Planning (ERP) systems which integrated
• Intraorganizational business processes and
Supply chain management systems to link
Interorganizational business processes, and Customer
Relationship Management (CRM) systems that maintain
relationships with customers
33. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 33
Security Architecture in the Internet of Things
34. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 34
• The Internet of Things (IoT) is an extension of the
Internet
• The IoT is able to connect the digital cyberspace and real
physical space.
• IoT is able to introduce all the vulnerabilities of the digital
world into our real world.
• The success of IoT applications and IoT infrastructure
significantly depends on the guarantee of the security and
vulnerability in the IoT.
• It is important to set up and take cyber defense seriously.
35. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 35
SECURITY REQUIREMENTS IN IoT
• The IoT introduces large quantities of new devices that will
be deployed or embedded throughout an organization or
even within a system.
• Each connected device could be a potential doorway into
the IoT infrastructure or personal data.
• Data captured from these devices can be analyzed and
acted upon.
36. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 36
• Security Threats in IoT will reach new levels as
interoperability, mashups, and autonomous decision-
making begin to embed complexity, security loopholes.
• The sanctity of security and privacy concerns of the IoT
are not clearly defined yet.
• loopholes might cause potential “black swan” events.
37. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 37
• In a general framework main security requirements
are addressed from six aspects:.
IoT Data Security Challenges
38. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 38
• Privacy risks will arise as objects within the IoT collect and
aggregate fragments of data that relate to their service
Data Confidentiality
• Insufficient authentication/authentication
• Insecure interfaces (web, mobile, cloud, etc.)
• Lack of transport encryption
• Confidentiality preserving & Access control
Privacy
• Privacy, data protection, & information security risk
management
• Privacy by design and default
• Data protection legislation
• Traceability/profiling/unlawful processing
39. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 39
Trust
• Identity management system
• Insecure software/firmware
• Ensuring continuity and availability of services
• Realization of malicious attacks against IoT devices and
system
• Loss of user control/difficult in making decision
• If we model IoT as 4 Layer architecture each layer should be
able to provide access control, device authentication, data
integrity, and confidentiality in transmission, availability, and
the ability to defend IoT devices against virus and attacks.
41. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 41
Authentication in IoT
• The soul of IoT framework is the authentication layer.
(verify identity)
• When M2M devices need access to the IoT infrastructure,
the trust relationship is initiated based on the identity of
the device.
• In human and machine interactions names, patterns
fingerprints, retina scan passwords can authenticate.
• In M2M endpoints must be fingerprinted by means that
do not require human interaction.
42. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 42
• SSL/TLS X.509 certificate is a digital file that's usable for
Secure Sockets Layer (SSL) or Transport Layer Security
(TLS). The certificate fulfills two functions. First, the
certificate can assist with authenticating and verifying the
identity of a host or site. Second, it enables the encryption
of information exchanged via a website.
• However, in the IoT domain, many devices may not have
enough memory to store a certificate.
• IEEE - 802.1X authentication involves three parties: a
supplicant, an authenticator, and an authentication server.
• TLS/DTLS , SSH, IPSec/IKE
43. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 43
Authorization
• The second layer of this framework is authorization that
controls a device’s access throughout the network fabric. This
layer builds upon the core authentication layer by leveraging
the identity information of an entity.
44. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 44
Insufficient Authentication/Authorization
• On the Internet, the users are always authenticated by
requiring a password and browsers authenticate web sites
through the SSL (secure sockets layer protocol).
• In the IoT, new devices that connected into an IoT system
should be able to authenticate itself prior to receiving or
transmitting data.
• Deeply embedded devices often do not have users sitting
behind keyboards.
• Secure storage area plays important role.
45. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 45
• Some new threats and attack vectors that malicious actors
could take advantage of are as follows:
In IoT-based industrial control system, such as SCADA etc.,:
• Control systems, vehicles, and even the human body
(WBAN) can be accessed and manipulated causing injury or
worse.
• Healthcare providers can improperly diagnose and treat
patients based on modified health information or
manipulated sensor data.
• Intruders can gain physical access to homes or commercial
businesses through attacks against electronic, remote
controlled door lock mechanisms.
46. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 46
Individual
• Unauthorized tracking of people’s locations can occur
through usage pattern tracking based on asset usage time
and duration.
• Unlawful surveillance through persistent remote monitoring
capabilities offered by small-scale IoT devices.
• Inappropriate profiles and categorizations of individuals
can be created through examination of network and
geographic tracking and IoT metadata.
47. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 47
Business Area
• Inappropriate profiles and categorizations of individuals
can be created through examination of network and
geographic tracking and IoT metadata.
• Manipulation of financial transactions through
unauthorized POS and POS access.
• Monetary loss arising from the inability to provide service.
• Vandalism, theft, or destruction of IoT assets that are
deployed in remote locations and lack physical security
controls.
48. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 48
Ability to Access the IoT
• Ability to gain unauthorized access to IoT edge devices to
manipulate data by taking advantage of the challenges related
to updating software and firmware of embedded devices.
• Ability to gain unauthorized access to the Enterprise network
by compromising IoT edge devices and taking advantage of
trust relationships.
• Ability to create botnets by compromising large quantities of
IoT edge devices.
• Ability to impersonate IoT devices by gaining access to
keying material held in devices that rely up on software-based
trust stores.
49. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 49
INSECURE ACCESS CONTROL
• Authorization frameworks for computer networks and
online services are role based. First, the identity of the user
is established and then his or her access privileges are
determined from the user’s role within an organization.
• E.g., RADIUS-Remote-Authentication Dial-In User Service.
• LDAP (Lightweight Directory Access Protocol)
• Role-Based Access Control Systems
• Access Control List-Based Systems
• Capability-Based Access
50. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 50
THREATS TO ACCESS CONTROL, PRIVACY,
AND AVAILABILITY
To secure devices access layer before users are at risk, following
actions should be taken:
(1)Implement security standards for IoT and ensure all devices
are produced by meeting specific security standards;
(2)Build trustworthy data sensing system and review the security
of all devices/components;
(3) Forensically identify and trace the source of users;
(4) Software or firmware at IoT end-node should be securely
designed.
51. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 51
Security Threats and Vulnerabilities at IoT End-Node
52. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 52
ATTACKS SPECIFIC TO IoT
IoT applications might be subjected to most types of network
attacks, including :
Actually, more specific attacks to IoT have been emerged in
recently. Attackers can intercept or change the behavior of
smart home devices in many ways.
• Either by physical access
• Remote location
• Eavesdropping,
• Data modification
• Identity spoofing,
• Password-based attacks,
• DOS attack,
• Man-in-the-middle,
• Compromised-key attack,
• Sniffer attack
• Application layer attack
53. 4/3/2020Privacy and Security in IoT; VI Sem; CSE; Dr. Vrince Vimal 53
SECRECY AND SECRET-KEY CAPACITY
• The standardization of IoT is still an open issue.
• Available cryptography is designed at the application layer
without regard to the imperfections of the lower layer.