- The smart grid extends power systems into homes and businesses, creating new security challenges as critical infrastructure connects to less secure networks.
- We need accurate models of the smart grid that consider both cyber and physical pathways between components in order to understand vulnerabilities and identify security weaknesses across the integrated system.
- A federated approach is needed to both secure the smart grid and model its complex interactions, as the system spans multiple organizations with critical and non-critical functions that must be isolated despite sharing physical infrastructure.
This presentation gives an introduction to security of smart grid and reviews the most important related guidelines like NISTIR 7628 and IEEE 2030. At the final section, it reviews the US cyber security program for the energy sector as a case study.
Cybersecurity for Smart Grids: Vulnerabilities and Strategies to Provide Cybe...Leonardo ENERGY
This Cybersecurity webinar addresses issues of importance to executive, technical, and academic professionals involved with managing and protecting Electric Utilities and Smart Grids. Cyber threats and vulnerabilities, including cyber attacks, will be addressed; as well as Smart Grid trends, and privacy and data integrity issues. United States, European, and International organizations and initiatives to address cybersecurity for utilities will be discussed. The webinar will conclude with strategies to improve cybersecurity. A second cybersecurity webinar (programmed in September 2017) will address best practices, case studies, and legal and regulatory constraints for architecting smart grids in a secure way.
This presentation gives an introduction to security of smart grid and reviews the most important related guidelines like NISTIR 7628 and IEEE 2030. At the final section, it reviews the US cyber security program for the energy sector as a case study.
Cybersecurity for Smart Grids: Vulnerabilities and Strategies to Provide Cybe...Leonardo ENERGY
This Cybersecurity webinar addresses issues of importance to executive, technical, and academic professionals involved with managing and protecting Electric Utilities and Smart Grids. Cyber threats and vulnerabilities, including cyber attacks, will be addressed; as well as Smart Grid trends, and privacy and data integrity issues. United States, European, and International organizations and initiatives to address cybersecurity for utilities will be discussed. The webinar will conclude with strategies to improve cybersecurity. A second cybersecurity webinar (programmed in September 2017) will address best practices, case studies, and legal and regulatory constraints for architecting smart grids in a secure way.
this slide shows what is smart grid ,its comparison between the electromechanical grids . smart meters and devises for the smart grid . benefit of smart grid . and a conclution
seminar on SMART GRID is the best seminar of my branch
technology based on smart to integration of information technology on traditional power system
It may be best to understood Smart Grid as the overlaying of a unified communications and control system on the existing power delivery infrastructure to provide the right information to the right entity (e.g. end-use devices, transmission and distribution, system controls, customers, etc.) at the right time to take the right action. It is a system that optimizes power supply and delivery, minimizes losses, is self-healing, and enables next-generation energy efficiency and demand response applications.
To have connections between suppliers, distributors and consumers.
In definition, Smart Grid is a form of electricity network utilizing digital technology.
Its delivers electricity from suppliers to consumers using two-way digital communications to control appliances at consumers' homes; which in deed will saving the energy, reduce costs and increase reliability.
A key feature of the smart grid is automation technology that lets the utility adjust and control each individual device or millions of devices from a central location.
A Smart Grid must functions as followings
1. Be able to heal itself
Smart Grid is designed with a control system that self-analyzes its performance using intelligent autonomous reinforcement learning controllers that are able to learn new strategies and successfully implementing such strategies to govern the behavior of the grid in the face of an ever changing environment such as equipment failures.
2. Motivate consumers to actively participate in operations of the grid
If consumers have freedom to control own usage of energy, they will be motivated to participate and be part of the system. They can monitor their usage and manipulate by the assistance of “smart appliances” and “intelligent equipment” in homes or businesses. Advanced communications capabilities equip customers with tools to exploit real-time electricity pricing, incentive-based load reduction signals, or emergency load reduction signals.
3. Resist attack
Most important issues of resist attack is the smart monitoring of power grids, which is the basis of control and management of smart grids to avoid or mitigate the system-wide disruptions like blackouts.
4. Accommodate all energy generation and storage options
Smart Grid integrates two power generation source; traditional power generation likes fossil fuel powered power plant with renewable power generations either generates from residential, commercial, and industrial customers that will improves reliability and power quality, reduces electricity costs, and offers more customer choice.
5. High quality power
Outages and power quality issues is common for any country especially for major industrial-based countries. Smart Grid provides more stable power provided that will reduce downtime and prevent such high losses because of
Cybersecurity for Smart Grids: Technical Approaches to Provide CybersecurityLeonardo ENERGY
This Cybersecurity webinar, the second in a series, addresses issues of importance to executive, technical, and academic professionals involved with managing and protecting Electric Utilities and Smart Grids worldwide. Technology and market challenges will be addressed, followed by cybersecurity approaches (including those used in Europe and US) and best practices. Three case studies, and legal and regulatory constraints, for architecting smart grids in a secure way also will be presented.
*ELECTRIC POWER AND POWER TRANSMISSION.
*PRESENT ONE-WAY ELECTRIC TRANSMISSION SYSTEM.
*A WAY TO DO MORE WITH LESS .
*MODERN UPDATED AND SMART TRANSMISSION SYSTEM.
MicroGrid and Energy Storage System COMPLETE DETAILS NEW PPT Abin Baby
A microgrid is a localized grouping of electricity generation, energy storage, and loads that normally operates connected to a traditional centralized grid (macrogrid). This single point of common coupling with the macrogrid can be disconnected. The microgrid can then function autonomously. Generation and loads in a microgrid are usually interconnected at low voltage. From the point of view of the grid operator, a connected microgrid can be controlled as if it were one entity.
Microgrid generation resources can include fuel cells, wind, solar, or other energy sources. The multiple dispersed generation sources and ability to isolate the microgrid from a larger network would provide highly reliable electric power. Produced heat from generation sources such as micro turbines could be used for local process heating or space heating, allowing flexible trade off between the needs for heat and electric power.
Application-layer distributed denial-of-service attacks have become a
serious threat to modern high-speed computer networks and systems. Unlike networklayer
attacks, application-layer attacks can be performed using legitimate requests
from legitimately connected network machines that make these attacks undetectable
by signature-based intrusion detection systems. Moreover, the attacks may utilize
protocols that encrypt the data of network connections in the application layer, making
it even harder to detect an attacker’s activity without decrypting users’ network
traffic, and therefore violating their privacy. In this paper, we present a method that
allows us to detect various application-layer denial-of-service attacks against a computer
network in a timely fashion. We focus on detection of the attacks that utilize
encrypted protocols by applying an anomaly-detection-based approach to statistics
extracted from network packets. Since network traffic decryption can violate ethical
norms and regulations on privacy, the detection method proposed analyzes network
traffic without its decryption. Themethod involves construction of a model of normal
user behavior by analyzing conversations between a web server and its clients. The
construction algorithm is self-adaptive and allows one to update the model every
time a new portion of network traffic data becomes available for analysis. Once the
model has been built, it can be applied to detect various application-layer types of
denial-of-service attacks, including slow attacks, computational attacks, and more
advanced attacks imitating normal web user behavior. The proposed technique is
evaluated with realistic end user network traffic generated in our virtual network
environment. Evaluation results show that these attacks can be properly detected,
while the number of false alarms remains very low.
Smart grids is an added communication capabilities and intelligence to traditional grids,smart grids are enabled by Intelligent sensors and actuators, Extended data management system,Expanded two way communication between utility operation system facilities and customers,Network security ,National integration ,Self healing and adaptive –Improve distribution and transmission system operation,Allow customers freedom to purchase power based on dynamic pricing ,Improved quality of power-less wastage ,Integration of large variety of generation options.
We have seen the more complex and critical infrastructure the more vulnerable they are. From the Year of 1994 we have seen lots of incidents where SmartGrid were Hacked the latest and booming incident was Stuxnet Worm which targeted Nuclear Power System of Iran and Worldwide.There are different types of Attacks we will see. Security needed for Smart Grid.
this slide shows what is smart grid ,its comparison between the electromechanical grids . smart meters and devises for the smart grid . benefit of smart grid . and a conclution
seminar on SMART GRID is the best seminar of my branch
technology based on smart to integration of information technology on traditional power system
It may be best to understood Smart Grid as the overlaying of a unified communications and control system on the existing power delivery infrastructure to provide the right information to the right entity (e.g. end-use devices, transmission and distribution, system controls, customers, etc.) at the right time to take the right action. It is a system that optimizes power supply and delivery, minimizes losses, is self-healing, and enables next-generation energy efficiency and demand response applications.
To have connections between suppliers, distributors and consumers.
In definition, Smart Grid is a form of electricity network utilizing digital technology.
Its delivers electricity from suppliers to consumers using two-way digital communications to control appliances at consumers' homes; which in deed will saving the energy, reduce costs and increase reliability.
A key feature of the smart grid is automation technology that lets the utility adjust and control each individual device or millions of devices from a central location.
A Smart Grid must functions as followings
1. Be able to heal itself
Smart Grid is designed with a control system that self-analyzes its performance using intelligent autonomous reinforcement learning controllers that are able to learn new strategies and successfully implementing such strategies to govern the behavior of the grid in the face of an ever changing environment such as equipment failures.
2. Motivate consumers to actively participate in operations of the grid
If consumers have freedom to control own usage of energy, they will be motivated to participate and be part of the system. They can monitor their usage and manipulate by the assistance of “smart appliances” and “intelligent equipment” in homes or businesses. Advanced communications capabilities equip customers with tools to exploit real-time electricity pricing, incentive-based load reduction signals, or emergency load reduction signals.
3. Resist attack
Most important issues of resist attack is the smart monitoring of power grids, which is the basis of control and management of smart grids to avoid or mitigate the system-wide disruptions like blackouts.
4. Accommodate all energy generation and storage options
Smart Grid integrates two power generation source; traditional power generation likes fossil fuel powered power plant with renewable power generations either generates from residential, commercial, and industrial customers that will improves reliability and power quality, reduces electricity costs, and offers more customer choice.
5. High quality power
Outages and power quality issues is common for any country especially for major industrial-based countries. Smart Grid provides more stable power provided that will reduce downtime and prevent such high losses because of
Cybersecurity for Smart Grids: Technical Approaches to Provide CybersecurityLeonardo ENERGY
This Cybersecurity webinar, the second in a series, addresses issues of importance to executive, technical, and academic professionals involved with managing and protecting Electric Utilities and Smart Grids worldwide. Technology and market challenges will be addressed, followed by cybersecurity approaches (including those used in Europe and US) and best practices. Three case studies, and legal and regulatory constraints, for architecting smart grids in a secure way also will be presented.
*ELECTRIC POWER AND POWER TRANSMISSION.
*PRESENT ONE-WAY ELECTRIC TRANSMISSION SYSTEM.
*A WAY TO DO MORE WITH LESS .
*MODERN UPDATED AND SMART TRANSMISSION SYSTEM.
MicroGrid and Energy Storage System COMPLETE DETAILS NEW PPT Abin Baby
A microgrid is a localized grouping of electricity generation, energy storage, and loads that normally operates connected to a traditional centralized grid (macrogrid). This single point of common coupling with the macrogrid can be disconnected. The microgrid can then function autonomously. Generation and loads in a microgrid are usually interconnected at low voltage. From the point of view of the grid operator, a connected microgrid can be controlled as if it were one entity.
Microgrid generation resources can include fuel cells, wind, solar, or other energy sources. The multiple dispersed generation sources and ability to isolate the microgrid from a larger network would provide highly reliable electric power. Produced heat from generation sources such as micro turbines could be used for local process heating or space heating, allowing flexible trade off between the needs for heat and electric power.
Application-layer distributed denial-of-service attacks have become a
serious threat to modern high-speed computer networks and systems. Unlike networklayer
attacks, application-layer attacks can be performed using legitimate requests
from legitimately connected network machines that make these attacks undetectable
by signature-based intrusion detection systems. Moreover, the attacks may utilize
protocols that encrypt the data of network connections in the application layer, making
it even harder to detect an attacker’s activity without decrypting users’ network
traffic, and therefore violating their privacy. In this paper, we present a method that
allows us to detect various application-layer denial-of-service attacks against a computer
network in a timely fashion. We focus on detection of the attacks that utilize
encrypted protocols by applying an anomaly-detection-based approach to statistics
extracted from network packets. Since network traffic decryption can violate ethical
norms and regulations on privacy, the detection method proposed analyzes network
traffic without its decryption. Themethod involves construction of a model of normal
user behavior by analyzing conversations between a web server and its clients. The
construction algorithm is self-adaptive and allows one to update the model every
time a new portion of network traffic data becomes available for analysis. Once the
model has been built, it can be applied to detect various application-layer types of
denial-of-service attacks, including slow attacks, computational attacks, and more
advanced attacks imitating normal web user behavior. The proposed technique is
evaluated with realistic end user network traffic generated in our virtual network
environment. Evaluation results show that these attacks can be properly detected,
while the number of false alarms remains very low.
Smart grids is an added communication capabilities and intelligence to traditional grids,smart grids are enabled by Intelligent sensors and actuators, Extended data management system,Expanded two way communication between utility operation system facilities and customers,Network security ,National integration ,Self healing and adaptive –Improve distribution and transmission system operation,Allow customers freedom to purchase power based on dynamic pricing ,Improved quality of power-less wastage ,Integration of large variety of generation options.
We have seen the more complex and critical infrastructure the more vulnerable they are. From the Year of 1994 we have seen lots of incidents where SmartGrid were Hacked the latest and booming incident was Stuxnet Worm which targeted Nuclear Power System of Iran and Worldwide.There are different types of Attacks we will see. Security needed for Smart Grid.
The following is a smart grid security presentation I developed for my fellow task force members on NERC's 2010 Smart Grid Task Force. The charts included are very helpful in understanding at a glance, where the risks and threats to smart grid reliability and security lie. In the end though it is the 'human factor' that is most important to keep in mind in risk mitigation.
Internet of Things (IoT) - We Are at the Tip of An IcebergDr. Mazlan Abbas
You are likely benefitting from The Internet of Things (IoT) today, whether or not you’re familiar with the term. If your phone automatically connects to your car radio, or if you have a smartwatch counting your steps, congratulations! You have adopted one small piece of a very large IoT pie, even if you haven't adopted the name yet.
IoT may sound like a business buzzword, but in reality, it’s a real technological revolution that will impact everything we do. It's the next IT Tsunami of new possibility that is destined to change the face of technology, as we know it. IoT is the interconnectivity between things using wireless communication technology (each with their own unique identifiers) to connect objects, locations, animals, or people to the Internet, thus allowing for the direct transmission of and seamless sharing of data.
IoT represents a massive wave of technical innovation. Highly valuable companies will be built and new ecosystems will emerge from bridging the offline world with the online into one gigantic new network. Our limited understanding of the possibilities hinders our ability to see future applications for any new technology. Mainstream adoption of desktop computers and the Internet didn’t take hold until they became affordable and usable. When that occurred, fantastic and creative new innovation ensued. We are on the cusp of that tipping point with the Internet of Things.
IoT matters because it will create new industries, new companies, new jobs, and new economic growth. It will transform existing segments of our economy: retail, farming, industrial, logistics, cities, and the environment. It will turn your smartphone into the command center for the both digital and physical objects in your life. You will live and work smarter, not harder – and what we are seeing now is only the tip of the iceberg.
Finding Our Happy Place in the Internet of ThingsPamela Pavliscak
In the future, we will all be better people. And our technology will be better too. Or will it? With connected devices becoming a canvas for our lives, we need new principles and practices to design with greater humanity.
Whether it's directly improving patient care or helping lower costs to provide more access to healthcare, organizations are continuing to use IT to move the needle for an industry that is at a pivotal point in innovation.
Learn how our innovative storage solutions can help your organization meet its healthcare Big Data challenges: http://www.netapp.com/us/solutions/industry/healthcare/
Presentation introduces Chief Security Officers (CSO's) and others with responsibility for protecting companies and their customers to what they need to know about the coming Smart Grid
Presentation from the EPRI-Sandia Symposium on Secure and Resilient Microgrids: Cyber Security R&D for Microgrids, presented by Jason Stamp, Sandia National Laboratories, Baltimore, MD, August 29-31, 2016.
Smart Grid Systems Based Survey on Cyber Security IssuesjournalBEEI
The future power system will be an innovative administration of existing power grids, which is called smart grid. Above all, the application of advanced communication and computing tools is going to significantly improve the productivity and consistency of smart grid systems with renewable energy resources. Together with the topographies of the smart grid, cyber security appears as a serious concern since a huge number of automatic devices are linked through communication networks. Cyber attacks on those devices had a direct influence on the reliability of extensive infrastructure of the power system. In this survey, several published works related to smart grid system vulnerabilities, potential intentional attacks, and suggested countermeasures for these threats have been investigated.
Cyber attack Correlation and Mitigation for Distribution Systems via Machine ...Shakas Technologies
Cyber attack Correlation and Mitigation for Distribution Systems via Machine Learning.
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Supervisory control and data acquisition (SCADA) are applications that collect data from a system in order to automate the monitoring and controlling of its activities. Several industrial fields such as, electric utilities, water supplies and buildings' facilities have already adopted SCADA systems to increase the efficiency and reduce cost. However, the IT community is concerned about the level of security that any applied SCADA system provides. This paper concentrates on the major security threats encountered in SCADA systems. In addition, it discusses a new proposed methodology in order to increase the system security with minimal impact on efficiency. The proposed scheme provides several security services which are mutual authentication, confidentiality, data integrity and accountability.
Security Method in Data Acquisition Wireless Sensor Network Dharmendrasingh417
Wireless sensor networks have recently emerged as a rapidly growing communication infrastructure.
Wireless sensors used to monitor physical or environmental conditions. Sensor networks also face a number of problems. Some, such as energy efficiency, target monitoring, query processing, deployment, data compression, tracking, secure issues, limited bandwidth.
The efficacy and challenges of scada and smart grid integrationFaizal Faizi
To initiate a 2 way communication between the load center's and the substation so they can monitor the electricity distribution at real time • To detect faults at their onset so that a resultant blackouts can be prevented • To regulate the energy consumption of utilities based on energy availability
CYBER SECURITY TRANDS FOR FUTURE SMART GRID SYSTEMSGeorge Wainblat
SUMMARY - Current power grids increasingly emerging into smart networked grids and are more accessible from the public internet which poses new cyber threats in the grid. More computer based systems are introduced into power networks in order to monitor and control the network. Future model smart grid and micro grid systems will be based on data flows for communication of system status, usage and control throughout the network infrastructure in addition to the power flow. This creates new security threats on the power grid. Instead of relying mainly on power plants for power generation, there will be a combination of multiple generation sources and at the same time wider use of electrical computer based equipment by consumers. Both increase the amount of data flows in the network as well as introduce additional vulnerable spots. Vulnerability of the power grid to cyber-attacks increases even more because of the wide use of SCADA networks. SCADA networks are more accessible to the internet and lack authentication and authorization mechanisms therefore expose the grid to threats such as DDOS, Data interception, Data alteration and additional hacking threats.
The transition from present to future model has already begun and rapidly growing while it already poses new security challenges which must be attended immediately. It is essential to introduce immediately a single comprehensive security solution which will provide fast detection and prevention tools to cope with a variety of threats with different nature and from multiple sources. The solution should not be tightly coupled with each device in the network so it won’t require upgrade of the devices inside the grid.
The Cyber defense solution should be versatile using variety of cyber technologies such as Firewalls, anomaly detection, Big Data analytics, machine learning and more in a network wise combination.
Similar to Cyber security for the smart grid, Clifford Neuman, Information Sciences Institute, USC (20)
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Cyber security for the smart grid, Clifford Neuman, Information Sciences Institute, USC
1. Cyber Security for the Smart Grid Dr. Clifford Neuman Center for Computer Systems Security Information Sciences Institute University of Southern California Southern California Smart Grid Research Symposium USC, Los Angeles October 6, 2009
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