This document discusses the cyber security risks of smart grids and proposes an integrated security framework to address these risks. Smart grids integrate information infrastructure with electrical infrastructure, improving performance but also increasing vulnerability to cyber attacks. The framework features security agents, managed security switches, and a security manager to provide layered protection, intrusion detection, and access control across the power automation network in a scalable and extensible manner. This integrated approach is needed as power systems have different security needs than traditional IT networks.
The document discusses smart grid technology, including its key features and components. A smart grid uses two-way digital communication to deliver power more efficiently by integrating renewable energy, automated demand response, and distributed generation. It allows for better management of supply and demand through technologies like smart meters, power line communication, and advanced distribution automation. The smart grid aims to address issues with existing power grids like high outage costs and inefficient peak load management through real-time monitoring and control enabled by communication networks and technologies. Future work is still needed in areas like security, standardization, and reducing upfront consumer expenses.
Smart distribution system the need of automation & it application in powe...
This document discusses automation technologies in power distribution systems. It describes several key automation systems including SCADA for monitoring equipment, substation automation, distribution management systems, outage management systems, advanced metering infrastructure, and geographical information systems. It also discusses smart meters and remote control switches as devices used in automation. The document provides details on the features and functions of these various automation components for improving reliability, efficiency, and safety in power distribution networks.
In microgrid, if fault occurs or any other contingency happens, then the problems would be created which are related to power flow, also there are various protection schemes are used for minimize or eliminate these problems.
Voltage control is used for reactive power balance and P-f control is used for active power control.
Various protection schemes such as, over current protection, differential protection scheme, zoning of network in adaptive protection scheme are used in microgrid system .
The document discusses cyber security threats to the US power grid. It notes that the power grid consists of over 300,000 km of transmission lines operated by 500 companies. Cyber attacks on critical infrastructure like the power grid are increasing in frequency and sophistication, which could have severe consequences. For example, a DDoS attack costing just $40 could overwhelm network links and cause a blackout. The document also provides examples of past cyber attacks on energy systems like Stuxnet and the 2015 attack on Ukraine's power grid that left 700,000 residents without electricity for 7 hours.
A power point presentation on smart grid : transforming the traditional grid including difference with traditonal grid ,components , advantage , disadvantages.
Automatic meter reading (AMR) technology automatically collects utility meter data and transfers it to utility providers. AMR was first developed in the 1970s and allows near real-time meter readings to replace estimated billing. It provides benefits like more accurate billing and easier detection of tampering or leaks but also risks increased monitoring and reduced privacy. Common AMR methods include touch pads, radio frequency networks, mobile drives, and satellite transmitters.
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
The document discusses smart grids as a modernization of existing power systems. It describes smart grids as using information technology and communication networks to create a more decentralized, efficient and renewable-based electric grid. Some key benefits of smart grids include improved energy efficiency, higher power reliability, lower costs for consumers, and better integration of renewable energy sources. However, smart grids also face challenges such as high installation costs and potential cybersecurity and privacy issues. The document provides an overview of smart grid components and technologies as well as examples of smart grid pilot projects being implemented in India.
The document discusses smart grids and their challenges. It defines a smart grid as a modernized electrical grid that uses communications technology to improve efficiency. Key aspects of smart grids include reliability, efficiency, load balancing, sustainability, and two-way power and data flows. However, challenges include inadequate existing infrastructure, intermittent renewable resources, and regulatory policies around pricing. Overall, smart grids aim to enable active consumer participation, accommodate diverse energy sources, and operate resiliently.
This document discusses advanced metering infrastructure (AMI). It defines AMI as a system that allows for two-way communication between utilities and smart meters, enabling near real-time collection and transfer of energy usage data. The key components of an AMI system include smart meters, communications infrastructure, home area networks, a meter data management system, and operational gateways. While costly to implement, AMI provides benefits like improved reliability, lower energy costs, and reduced electricity theft. The document also examines AMI in the context of India's power grid and estimates costs associated with deployment.
The presentation discusses smart grid technology, including its attributes, reasons for use, components, users, and how it works. A smart grid uses information technologies to improve how electricity is delivered from power plants to consumers. It allows for two-way interaction between consumers and the grid and integrates new technologies. Key benefits include reduced costs, improved reliability, efficiency and capacity, enabling predictive maintenance and automated operations. Security and privacy are main concerns due to two-way communication and potential for hacking of automated meters. The future of smart grid is uncertain but may become widely used over the long run.
with the help of web based power quality monitoring system we can control and manage the data flow of electrical quantity and control the improve the quality of the power system in grid
The document discusses security concerns for smart grids and outlines IBM's approach to addressing these concerns. It notes that smart grids require security at multiple points due to their use of IP protocols and open standards. It then lists IBM's portfolio of cybersecurity solutions for smart grids, which take a full lifecycle approach from defining security strategies to conducting security testing. The solutions are designed to help utilities meet NERC-CIP and other grid security standards.
This document summarizes a research paper that proposes a design for a secure and sophisticated electricity meter called an Impregnable Device for Secured Metering (IDSM). The IDSM uses a microcontroller integrated with a smart meter to securely transmit power consumption data via a legacy Wi-Fi system. Random number addressing cryptography (RAC) is used for encryption due to its high speed, low power usage, and security. The IDSM system connects individual household meters to a centralized server that calculates billing amounts and sends updates back to the meters for display. The goal is to provide secure metering and billing that reduces human error and electricity theft while lowering costs.
This document summarizes a research paper that proposes a design for a secure, Wi-Fi integrated electricity meter called an Impregnable Device for Secured Metering (IDSM). The IDSM consists of a sophisticated meter with additional security features compared to traditional meters. It uses Wi-Fi communication, a microcontroller, and a centralized monitoring and control unit. Random number addressing cryptography (RAC) is chosen as the most secure encryption technique. The meter in each home connects via a wireless network to a server that calculates billing amounts and sends updates to be displayed on the home meter, reducing labor while increasing transparency. The design aims to provide secure communication at high speeds with an advanced metering system and unique database backend.
The Internet of Things (IoT) offers many industries significant new opportunities, but it also exposes them and their customers to a host of security issues. Securing the IoT requires new ways of thinking that can defend the enterprise and its customers against attackers and privacy abuses.
3.3_Cyber Security R&D for Microgrids_Stamp_EPRI/SNL Microgrid
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.
Security Issues in SCADA based Industrial Control Systems
This document discusses security concerns in industrial control systems. It provides an overview of industrial control systems (ICS) and SCADA systems, which are widely used to control infrastructure systems. It outlines several vulnerabilities in ICS, including issues with legacy systems not being designed with modern cybersecurity threats in mind. Specific threats like zero-day vulnerabilities, non-prioritized tasks, and database/communication protocol issues are examined. The conclusion states that additional digital security techniques are needed to protect critical infrastructure control systems.
The document discusses the need for network security on campus networks and some of the common risks faced at different layers of the TCP/IP model. It proposes using the SAPPDRR dynamic security model, which incorporates risk analysis, security policies, defense systems, real-time monitoring, response, disaster recovery and countermeasures. The model aims to provide comprehensive security and stability for campus networks through active defense against threats.
The document provides an introduction to smart grids. It discusses how smart grids enable two-way communication between utilities and customers as well as integration of renewable energy sources. Key components of smart grids include smart meters, phasor measurement units, distributed generation, and information transfers. Smart grids provide benefits like improved efficiency, reliability, and support for renewable energy while also posing challenges around security and complex rate systems. India has several smart grid pilot projects underway to modernize its electrical infrastructure.
This document discusses smart grid technology. It defines smart grid as an electric grid that uses information and communication technology to gather data and act on information about supplier and consumer behavior. The key components of a smart grid are smart meters, phasor measurement, information transfer, and distributed generation. A smart grid offers benefits like reduced carbon footprint, improved distribution management, self-healing capabilities, and increased efficiency. Specific ideas presented for a smart grid include a power management app that provides household electricity usage insights and allows selling regenerative power back to the grid.
Smart Grid: Definition
• Need of smart grid
• Smart grid functions
• How Smart Grid Works
• Smart Grid: Benefits
• Smart grid components and its Benefits
• Issues and Challenges
• Opportunities in future
• Smart Grid Projects in India and Gujarat
• Question-Answer
• References
The document discusses smart grid technology, including its key features and components. A smart grid uses two-way digital communication to deliver power more efficiently by integrating renewable energy, automated demand response, and distributed generation. It allows for better management of supply and demand through technologies like smart meters, power line communication, and advanced distribution automation. The smart grid aims to address issues with existing power grids like high outage costs and inefficient peak load management through real-time monitoring and control enabled by communication networks and technologies. Future work is still needed in areas like security, standardization, and reducing upfront consumer expenses.
Smart distribution system the need of automation & it application in powe...SoumyaRanjanDas13
This document discusses automation technologies in power distribution systems. It describes several key automation systems including SCADA for monitoring equipment, substation automation, distribution management systems, outage management systems, advanced metering infrastructure, and geographical information systems. It also discusses smart meters and remote control switches as devices used in automation. The document provides details on the features and functions of these various automation components for improving reliability, efficiency, and safety in power distribution networks.
In microgrid, if fault occurs or any other contingency happens, then the problems would be created which are related to power flow, also there are various protection schemes are used for minimize or eliminate these problems.
Voltage control is used for reactive power balance and P-f control is used for active power control.
Various protection schemes such as, over current protection, differential protection scheme, zoning of network in adaptive protection scheme are used in microgrid system .
The document discusses cyber security threats to the US power grid. It notes that the power grid consists of over 300,000 km of transmission lines operated by 500 companies. Cyber attacks on critical infrastructure like the power grid are increasing in frequency and sophistication, which could have severe consequences. For example, a DDoS attack costing just $40 could overwhelm network links and cause a blackout. The document also provides examples of past cyber attacks on energy systems like Stuxnet and the 2015 attack on Ukraine's power grid that left 700,000 residents without electricity for 7 hours.
A power point presentation on smart grid : transforming the traditional grid including difference with traditonal grid ,components , advantage , disadvantages.
Automatic meter reading (AMR) technology automatically collects utility meter data and transfers it to utility providers. AMR was first developed in the 1970s and allows near real-time meter readings to replace estimated billing. It provides benefits like more accurate billing and easier detection of tampering or leaks but also risks increased monitoring and reduced privacy. Common AMR methods include touch pads, radio frequency networks, mobile drives, and satellite transmitters.
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
The document discusses smart grids as a modernization of existing power systems. It describes smart grids as using information technology and communication networks to create a more decentralized, efficient and renewable-based electric grid. Some key benefits of smart grids include improved energy efficiency, higher power reliability, lower costs for consumers, and better integration of renewable energy sources. However, smart grids also face challenges such as high installation costs and potential cybersecurity and privacy issues. The document provides an overview of smart grid components and technologies as well as examples of smart grid pilot projects being implemented in India.
The document discusses smart grids and their challenges. It defines a smart grid as a modernized electrical grid that uses communications technology to improve efficiency. Key aspects of smart grids include reliability, efficiency, load balancing, sustainability, and two-way power and data flows. However, challenges include inadequate existing infrastructure, intermittent renewable resources, and regulatory policies around pricing. Overall, smart grids aim to enable active consumer participation, accommodate diverse energy sources, and operate resiliently.
This document discusses advanced metering infrastructure (AMI). It defines AMI as a system that allows for two-way communication between utilities and smart meters, enabling near real-time collection and transfer of energy usage data. The key components of an AMI system include smart meters, communications infrastructure, home area networks, a meter data management system, and operational gateways. While costly to implement, AMI provides benefits like improved reliability, lower energy costs, and reduced electricity theft. The document also examines AMI in the context of India's power grid and estimates costs associated with deployment.
The presentation discusses smart grid technology, including its attributes, reasons for use, components, users, and how it works. A smart grid uses information technologies to improve how electricity is delivered from power plants to consumers. It allows for two-way interaction between consumers and the grid and integrates new technologies. Key benefits include reduced costs, improved reliability, efficiency and capacity, enabling predictive maintenance and automated operations. Security and privacy are main concerns due to two-way communication and potential for hacking of automated meters. The future of smart grid is uncertain but may become widely used over the long run.
with the help of web based power quality monitoring system we can control and manage the data flow of electrical quantity and control the improve the quality of the power system in grid
The document discusses security concerns for smart grids and outlines IBM's approach to addressing these concerns. It notes that smart grids require security at multiple points due to their use of IP protocols and open standards. It then lists IBM's portfolio of cybersecurity solutions for smart grids, which take a full lifecycle approach from defining security strategies to conducting security testing. The solutions are designed to help utilities meet NERC-CIP and other grid security standards.
This document summarizes a research paper that proposes a design for a secure and sophisticated electricity meter called an Impregnable Device for Secured Metering (IDSM). The IDSM uses a microcontroller integrated with a smart meter to securely transmit power consumption data via a legacy Wi-Fi system. Random number addressing cryptography (RAC) is used for encryption due to its high speed, low power usage, and security. The IDSM system connects individual household meters to a centralized server that calculates billing amounts and sends updates back to the meters for display. The goal is to provide secure metering and billing that reduces human error and electricity theft while lowering costs.
This document summarizes a research paper that proposes a design for a secure, Wi-Fi integrated electricity meter called an Impregnable Device for Secured Metering (IDSM). The IDSM consists of a sophisticated meter with additional security features compared to traditional meters. It uses Wi-Fi communication, a microcontroller, and a centralized monitoring and control unit. Random number addressing cryptography (RAC) is chosen as the most secure encryption technique. The meter in each home connects via a wireless network to a server that calculates billing amounts and sends updates to be displayed on the home meter, reducing labor while increasing transparency. The design aims to provide secure communication at high speeds with an advanced metering system and unique database backend.
The Internet of Things (IoT) offers many industries significant new opportunities, but it also exposes them and their customers to a host of security issues. Securing the IoT requires new ways of thinking that can defend the enterprise and its customers against attackers and privacy abuses.
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.
Security Issues in SCADA based Industrial Control Systems aswanthmrajeev112
This document discusses security concerns in industrial control systems. It provides an overview of industrial control systems (ICS) and SCADA systems, which are widely used to control infrastructure systems. It outlines several vulnerabilities in ICS, including issues with legacy systems not being designed with modern cybersecurity threats in mind. Specific threats like zero-day vulnerabilities, non-prioritized tasks, and database/communication protocol issues are examined. The conclusion states that additional digital security techniques are needed to protect critical infrastructure control systems.
The document discusses the need for network security on campus networks and some of the common risks faced at different layers of the TCP/IP model. It proposes using the SAPPDRR dynamic security model, which incorporates risk analysis, security policies, defense systems, real-time monitoring, response, disaster recovery and countermeasures. The model aims to provide comprehensive security and stability for campus networks through active defense against threats.
SCADA.pptx supervisory control and data aquasitionRapidAcademy
The document discusses the history and components of SCADA (Supervisory Control and Data Acquisition) systems. It describes how early SCADA systems involved direct connections between sensors and control panels, while modern systems involve remote terminal units, programmable logic controllers, telemetry, and computer software. The key components of a SCADA system include remote terminal units that interface with field sensors, communication systems to transfer data, master stations to display and control the system, and software for user interfaces, alarms, data storage and more.
Critical Information Infrastructure Systems WorldwideAngela Hays
The document discusses the training that the author underwent at Finetech Controls Pvt. Ltd., which covered the fundamentals of industrial automation including components like switches, sensors, controllers, drives, and programmable logic controllers. The training also included how to operate and program PLCs to remotely control industrial processes, as well as the basics of variable frequency drives for motor speed and rotation control. The author was educated on the principles, applications, and installation of automation equipment used in manufacturing and material handling processes.
Investigation, Design and Implementation of a SecureFiras Alsayied
1) The document outlines a network design project for the University of Tripoli that involves designing the network infrastructure and implementing security policies and protocols.
2) The design includes VLANs, firewalls, VPN access, and wireless access across multiple engineering departments.
3) The implementation phase focuses on secure configuration of network devices, access control lists, firewall rules, encrypted management access, and a captive portal for wireless users.
Cyber-Defensive Architecture for Networked Industrial Control SystemsIJEACS
This paper deals with the inevitable consequence of the convenience and efficiency we benefit from the open, networked control system operation of safety-critical applications: vulnerability to such system from cyber-attacks. Even with numerous metrics and methods for intrusion detection and mitigation strategy, a complete detection and deterrence of internal code flaws and outside cyber-attacks has not been found and would not be found anytime soon. Considering the ever incompleteness of detection and prevention and the impact and consequence of mal-functions of the safety-critical operations caused by cyber incidents, this paper proposes a new computer control system architecture which assures resiliency even under compromised situations. The proposed architecture is centered on diversification of hardware systems and unidirectional communication from the proposed system in alerting suspicious activities to upper layers. This paper details the architectural structure of the proposed cyber defensive computer control system architecture for power substation applications and its validation in lab experimentation and on a cybersecurity testbed.
Smart metering and control of transmission systemDurgarao Gundu
The document discusses smart metering and control of transmission systems in a smart grid. It describes characteristics of a smart grid like self-healing, including consumers, and accommodating different generation sources. It compares smart grids to existing systems and lists components of smart metering infrastructure like integrated communications and smart meters. Challenges of adopting smart grids include costs, complex structure, security, and privacy issues. Cyber security strategies for smart grids focus on availability, integrity, and confidentiality of data through encryption, authentication, and digital signatures.
A SURVEY OF COMPUTER NETWORKING THEORY AND PRACTICEIRJET Journal
This document provides an overview of computer networking theory and practice. It discusses the key components of a computer network including network interface cards, hubs, routers, modems, switches, and cables. It describes different types of networks like local area networks, wide area networks, and wireless networks. The document also covers the uses of computer networks like resource sharing, communication, the server-client model, e-commerce, and as a communication medium. Finally, it discusses the benefits of computer networks such as sharing resources, improved communication, increased security, remote access, and cost savings, as well as some potential disadvantages.
A SURVEY OF COMPUTER NETWORKING THEORY AND PRACTICEKate Campbell
This document provides an overview of computer networking theory and practice. It discusses the key components of a computer network, including network interface cards, hubs, routers, modems, and switches. These components work together to connect devices and allow for the exchange of digital information across computer networks. The document also covers different types of computer networks like local area networks, wide area networks, and wireless networks. It explains how networks are designed and configured, with a focus on important aspects like security, performance, and dependability.
The document discusses various technologies for securing e-commerce networks, including firewalls, intrusion detection systems, virtual private networks, and public key infrastructure. Firewalls act as a barrier between private and public networks and control network traffic. Intrusion detection systems monitor network activity for suspicious behavior. Virtual private networks use encryption to create secure connections over public networks like the Internet. A public key infrastructure enables secure exchange of data and payments on public networks through use of public/private key pairs from a trusted authority.
The document discusses emerging trends in computer engineering, specifically focusing on the Internet of Things (IoT). It defines embedded systems and their basic components. It then discusses IoT in depth, including its characteristics, enabling technologies, communication models, protocols, issues, and applications in various domains. The document also discusses embedded processors, cloud computing, and big data analytics as relevant technologies in computer engineering.
This document discusses industrial control system (ICS) cybersecurity. It begins with an introduction to ICS, including supervisory control and data acquisition (SCADA) systems, distributed control systems (DCS), and programmable logic controllers (PLC). It then compares ICS and IT security, discussing risks specific to ICS. The document outlines the risk management process and describes ICS security architecture, including network segmentation. It also covers authentication, firewall implementation, and applying the six steps of the NIST risk management framework to implement security controls for ICS.
SECURE ADHOC ROUTING PROTOCOL FOR PRIVACY RESERVATIONEditor IJMTER
Privacy preserving routing is crucial for some Ad hoc networks that require
stronger privacy protection. A number of schemes have been proposed to protect privacy in
Ad hoc networks. However, none of these schemes offer unobservability property since data
packets and control packets are still linkable and distinguishable in these schemes. In this
paper, we define stronger privacy requirements regarding privacy preserving routing in
mobile ad hoc networks. Then we propose an Unobservable Secure Routing scheme (USOR)
to offer complete unlinkability and content unobservability for all types of packets. USOR is
efficient as it uses a novel combination of group signature and ID-based encryption for route
discovery. Security analysis demonstrates that USOR can well protect user privacy against
both inside and outside attackers. We implement USOR on Network Security (NS2), and
evaluate its performance by comparing with Ad Hoc On demand Distance Vector Routing
(AODV) and MASK. The simulation results show that USOR not only has satisfactory
performance compared to AODV, but also achieves stronger privacy protection than existing
schemes like Mask.
This document provides an overview of data communication network basics. It discusses the common components of a data communication network including routers, switches, firewalls, wireless controllers, access points, PCs, printers and servers. It then describes some of the basic concepts around IP routing, Ethernet switching, network security, WAN technologies, network management and QoS. The objectives are to describe common network architectures, devices and their functions, as well as introduce basic protocols and models including TCP/IP, IPv4, IPv6, routing, switching and the OSI model. The document is an introductory course that covers these fundamental network concepts.
Quantum Communications Q&A with Gemini LLM. These are based on Shannon's Noisy channel Theorem and offers how the classical theory applies to the quantum world.
How Social Media Hackers Help You to See Your Wife's Message.pdfHackersList
In the modern digital era, social media platforms have become integral to our daily lives. These platforms, including Facebook, Instagram, WhatsApp, and Snapchat, offer countless ways to connect, share, and communicate.
The DealBook is our annual overview of the Ukrainian tech investment industry. This edition comprehensively covers the full year 2023 and the first deals of 2024.
Understanding Insider Security Threats: Types, Examples, Effects, and Mitigat...Bert Blevins
Today’s digitally connected world presents a wide range of security challenges for enterprises. Insider security threats are particularly noteworthy because they have the potential to cause significant harm. Unlike external threats, insider risks originate from within the company, making them more subtle and challenging to identify. This blog aims to provide a comprehensive understanding of insider security threats, including their types, examples, effects, and mitigation techniques.
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...Chris Swan
Have you noticed the OpenSSF Scorecard badges on the official Dart and Flutter repos? It's Google's way of showing that they care about security. Practices such as pinning dependencies, branch protection, required reviews, continuous integration tests etc. are measured to provide a score and accompanying badge.
You can do the same for your projects, and this presentation will show you how, with an emphasis on the unique challenges that come up when working with Dart and Flutter.
The session will provide a walkthrough of the steps involved in securing a first repository, and then what it takes to repeat that process across an organization with multiple repos. It will also look at the ongoing maintenance involved once scorecards have been implemented, and how aspects of that maintenance can be better automated to minimize toil.
Blockchain technology is transforming industries and reshaping the way we conduct business, manage data, and secure transactions. Whether you're new to blockchain or looking to deepen your knowledge, our guidebook, "Blockchain for Dummies", is your ultimate resource.
UiPath Community Day Kraków: Devs4Devs ConferenceUiPathCommunity
We are honored to launch and host this event for our UiPath Polish Community, with the help of our partners - Proservartner!
We certainly hope we have managed to spike your interest in the subjects to be presented and the incredible networking opportunities at hand, too!
Check out our proposed agenda below 👇👇
08:30 ☕ Welcome coffee (30')
09:00 Opening note/ Intro to UiPath Community (10')
Cristina Vidu, Global Manager, Marketing Community @UiPath
Dawid Kot, Digital Transformation Lead @Proservartner
09:10 Cloud migration - Proservartner & DOVISTA case study (30')
Marcin Drozdowski, Automation CoE Manager @DOVISTA
Pawel Kamiński, RPA developer @DOVISTA
Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner
09:40 From bottlenecks to breakthroughs: Citizen Development in action (25')
Pawel Poplawski, Director, Improvement and Automation @McCormick & Company
Michał Cieślak, Senior Manager, Automation Programs @McCormick & Company
10:05 Next-level bots: API integration in UiPath Studio (30')
Mikolaj Zielinski, UiPath MVP, Senior Solutions Engineer @Proservartner
10:35 ☕ Coffee Break (15')
10:50 Document Understanding with my RPA Companion (45')
Ewa Gruszka, Enterprise Sales Specialist, AI & ML @UiPath
11:35 Power up your Robots: GenAI and GPT in REFramework (45')
Krzysztof Karaszewski, Global RPA Product Manager
12:20 🍕 Lunch Break (1hr)
13:20 From Concept to Quality: UiPath Test Suite for AI-powered Knowledge Bots (30')
Kamil Miśko, UiPath MVP, Senior RPA Developer @Zurich Insurance
13:50 Communications Mining - focus on AI capabilities (30')
Thomasz Wierzbicki, Business Analyst @Office Samurai
14:20 Polish MVP panel: Insights on MVP award achievements and career profiling
Advanced Techniques for Cyber Security Analysis and Anomaly DetectionBert Blevins
Cybersecurity is a major concern in today's connected digital world. Threats to organizations are constantly evolving and have the potential to compromise sensitive information, disrupt operations, and lead to significant financial losses. Traditional cybersecurity techniques often fall short against modern attackers. Therefore, advanced techniques for cyber security analysis and anomaly detection are essential for protecting digital assets. This blog explores these cutting-edge methods, providing a comprehensive overview of their application and importance.
BT & Neo4j: Knowledge Graphs for Critical Enterprise Systems.pptx.pdfNeo4j
Presented at Gartner Data & Analytics, London Maty 2024. BT Group has used the Neo4j Graph Database to enable impressive digital transformation programs over the last 6 years. By re-imagining their operational support systems to adopt self-serve and data lead principles they have substantially reduced the number of applications and complexity of their operations. The result has been a substantial reduction in risk and costs while improving time to value, innovation, and process automation. Join this session to hear their story, the lessons they learned along the way and how their future innovation plans include the exploration of uses of EKG + Generative AI.
Quality Patents: Patents That Stand the Test of TimeAurora Consulting
Is your patent a vanity piece of paper for your office wall? Or is it a reliable, defendable, assertable, property right? The difference is often quality.
Is your patent simply a transactional cost and a large pile of legal bills for your startup? Or is it a leverageable asset worthy of attracting precious investment dollars, worth its cost in multiples of valuation? The difference is often quality.
Is your patent application only good enough to get through the examination process? Or has it been crafted to stand the tests of time and varied audiences if you later need to assert that document against an infringer, find yourself litigating with it in an Article 3 Court at the hands of a judge and jury, God forbid, end up having to defend its validity at the PTAB, or even needing to use it to block pirated imports at the International Trade Commission? The difference is often quality.
Quality will be our focus for a good chunk of the remainder of this season. What goes into a quality patent, and where possible, how do you get it without breaking the bank?
** Episode Overview **
In this first episode of our quality series, Kristen Hansen and the panel discuss:
⦿ What do we mean when we say patent quality?
⦿ Why is patent quality important?
⦿ How to balance quality and budget
⦿ The importance of searching, continuations, and draftsperson domain expertise
⦿ Very practical tips, tricks, examples, and Kristen’s Musts for drafting quality applications
https://www.aurorapatents.com/patently-strategic-podcast.html
The Rise of Supernetwork Data Intensive ComputingLarry Smarr
Invited Remote Lecture to SC21
The International Conference for High Performance Computing, Networking, Storage, and Analysis
St. Louis, Missouri
November 18, 2021
Choose our Linux Web Hosting for a seamless and successful online presencerajancomputerfbd
Our Linux Web Hosting plans offer unbeatable performance, security, and scalability, ensuring your website runs smoothly and efficiently.
Visit- https://onliveserver.com/linux-web-hosting/
Details of description part II: Describing images in practice - Tech Forum 2024BookNet Canada
This presentation explores the practical application of image description techniques. Familiar guidelines will be demonstrated in practice, and descriptions will be developed “live”! If you have learned a lot about the theory of image description techniques but want to feel more confident putting them into practice, this is the presentation for you. There will be useful, actionable information for everyone, whether you are working with authors, colleagues, alone, or leveraging AI as a collaborator.
Link to presentation recording and transcript: https://bnctechforum.ca/sessions/details-of-description-part-ii-describing-images-in-practice/
Presented by BookNet Canada on June 25, 2024, with support from the Department of Canadian Heritage.
Support en anglais diffusé lors de l'événement 100% IA organisé dans les locaux parisiens d'Iguane Solutions, le mardi 2 juillet 2024 :
- Présentation de notre plateforme IA plug and play : ses fonctionnalités avancées, telles que son interface utilisateur intuitive, son copilot puissant et des outils de monitoring performants.
- REX client : Cyril Janssens, CTO d’ easybourse, partage son expérience d’utilisation de notre plateforme IA plug & play.
Sustainability requires ingenuity and stewardship. Did you know Pigging Solutions pigging systems help you achieve your sustainable manufacturing goals AND provide rapid return on investment.
How? Our systems recover over 99% of product in transfer piping. Recovering trapped product from transfer lines that would otherwise become flush-waste, means you can increase batch yields and eliminate flush waste. From raw materials to finished product, if you can pump it, we can pig it.
1. CYBER SECURITY OF SMART GRID JAZEEL K T 7821 E 7 Free Powerpoint Templates
2. CONTENTS Introduction What is a smart grid? Power grid automation Classification of cyber attacks Consequences of cyber attacks Security requirements of a Smart Grid Integrated Security Framework Conclusion
3. Introduction Nations across the world face the challenge of increasing power production while reducing the carbon footprint.They need to minimize power loss and downtime, harness alternative power sources, and so on. The numerous challenges facing them have one solution – smart grids. While smart grids bring improvements in cost and performance, the security of the power grids becomes more complex and risky, calling for a comprehensive and integrated solution
5. What is a smart grid? A digital upgrade to the existing electric grid technology that has been quite the same for over 100 years. Integration of electrical infrastructure with information infrastructure. Identified as a bigger opportunity than the internet itself. Various points of power generation communicate with each other and use the shared information to make intelligent decisions.
6. Smart Grid: An overview Enterprise Systems Web Applications Control Systems Protection Systems Information Infrastructure Electrical Infrastructure AMI DSM OMS GIS Smart Grid Technology Cyber Secure
8. Communication Switch / Communication Processor Transmission/Distribution Applications Operator training simulator Information Model Manager Communication front end ICCP Server User interface Historical HMI Dashboard Meters Wired I/Os Protective Relays Wired I/Os IEDs RTU/PLC/Protocol Gateway HMI Log Server I/Os SCADA/EMS CONTROL CENTRE Field Devices Other control centers Other control centers Other substations Planning Accounting Asset management Engineering CORPORATE SUBSTATION Power Grid Automation POWER GRID AUTOMATION SYSTEM
9. Cyber Security of Smart Grid Traditionally, power grid automation systems have been physically isolated from the corporate network. This has been changing, perhaps due to the cost effectiveness of utilizing public networks. Using public networks considerably increases the vulnerability of power grids to cyber attacks by increasing the exposure surface of these networks.
11. Component-wise attack Internet Hacker sends an e-mail with malware E-mail recipient opens the e-mail and the malware gets installed quietly Using the information that malware gets, hacker is able to take control of the e-mail recipient’s PC! Hacker performs an ARP (Address Resolution Protocol) Scan Once the Slave Database is found, hacker sends an SQL EXEC command Performs another ARP Scan Takes control of RTU Perform ARP Scan SQL EXEC Perform ARP Scan Takes Control of RTU Send e-mail with malware Admin Acct Slave Database Operator Operator Master DB RTU Opens Email with Malware Admin
15. Security Requirements Many cyber security solutions exist to protect IT networks and to reduce their vulnerability to attacks. These IT-based cyber security solutions come short of providing the same level of security at the control and automation levels. Power automation systems and applications were not originally designed for the general IT environment.
16. IT Networks and Smart Grid A comparison of security requirements
17. Security Objective IT Networks Main security objective is data, in terms of; Data integrity Data confidentiality Data availability Smart Grid First priority is always human safety Second priority is to ensure that the system runs under normal operating conditions. Third priority is the protection of equipment and power lines.
18. Security Architecture IT Networks Data server resides at the centre and access points, used by the end users, at the edge. Data server requires more protection than the edge nodes Smart Grid EMS/SCADA at the centre, RTU/PLCs at the edge. Usually only devices controlled by RTU/PLCs can do direct damage to humans, equipments and power lines. Edge nodes need the same level of protection as the central devices.
19. Technology Base IT Networks Use common OS (Windows, Linux, Unix) and common networks (Ethernet). Communication protocols common, IP-based. Common security solutions can be designed based on these common architectures. Smart Grid Different system vendors use proprietary OS and network protocols. Communication protocols different. Difficult to develop common host-based or network-based security solutions.
20. Quality of Service Requirements IT Networks Tolerances for delay of data exchange, and occasional failures are not as strict as power grid automation network. Simply rebooting a computer or application is a common solution in the case of failures. Smart Grid Rebooting is not acceptable in many control applications in power grid systems.
22. Design Principles Three layers: Power Automation & Control Security Provides clear demarcation of control and security functionalities. Scalability: security performance remain unabated with increase in load and system volume. Extendibility: able to handle any future state of power grid. Can be integrated into the existing, legacy systems in a non-intrusive fashion.
23. Components SECURITY AGENTS Bring security to the edges of the system. Firmware or software Less intelligent at lower levels, more at higher levels Functions: To translate between different protocols. To acquire and run the latest vulnerability patches from its security manager. To collect data traffic pattern, system log data and report to the security manager. To analyze traffic and access patterns with varying complexity depending on the hierarchical layer.
24. Components To run host-based intrusion detection. To detect and send alarm messages to the security manager and designated devices, such as HMI. To acquire access control policies from the security manager and enforce them. To encrypt and decrypt exchanged data MANAGED SECURITY SWITCH To protect bandwidth and prioritize data. Work as network devices and connect controllers, RTUs, HMIs, and servers in the substation and control center.
25. Components Functions of Managed Security Switch To separate external and internal networks, hide the internal networks. To run as a DHCP (Dynamic Host Configuration Protocol) server. To acquire bandwidth allocation pattern and data prioritization pattern from the security manager. To separate data according to prioritization pattern, such as operation data, log data, trace data and engineering data. To provide QoS for important data flow, such as operation data, guaranteeing its bandwidth, delay. To manage multiple VLANs (Virtual Local Area Network). To run simple network-based intrusion detection
26. Components SECURITY MANAGER Connect directly or indirectly to managed security switches. Functions: To collect security agent information. To acquire vulnerability patches from a vendor’s server and download them to the corresponding agents. To manage keys for VPN. To work as an AAA (Authentication, Authorization and Accounting) server, validating user identifications and passwords, authorizing user access right (monitor, modify data), and recoding what a user has done to controllers.
27. Components To collect data traffic pattern and performance matrix from agents and switches. To collect and manage alarms/events from agents, switches. To generate access control policies based on collected data and download to agents. To run complex intrusion detection algorithms at automation network levels. To generate bandwidth allocation pattern and data prioritization pattern and download them to managed switches. Security manager sits in the center of the power grid automation network, managing what and how security functions are performed by security agents and QoS functions performed by the managed security switch.
28. Intrusion Detection System Anomaly based Intrusion Detection System (IDS) is used. Sound alarms when observed behavior is outside baseline parameters. Performed at three levels: Security agent performs intrusion detection based on the CPU and memory utilization of the protected device (such as RTU/PLC), scan time, protocol pattern, communication partners, etc. Managed security switch performs intrusion detection function based on the delay of data packet, the allocated bandwidth profile, protocol pattern, etc. Security manager performs intrusion detection at the highest level, by monitoring power grid system and its automation system state.
29. Conclusion It is misleading to suggest that IT people take the full responsibility for power grid network security including automation and control networks. Compared with regular IT systems, power automation systems have definite different goals, objectives and assumptions concerning what needs to be protected. It is necessary to embrace and use existing IT security solutions where they fit, such as communication within a control center, and develop unique solutions to fill the gaps where IT solutions do not work or apply.
30. References Dong Wei; Yan Lu; Jafari, M.; Skare, P.; Rohde, K.; , "An integrated security system of protecting Smart Grid against cyber attacks," Innovative Smart Grid Technologies (ISGT), 2010 , vol., no., pp.1-7, 19-21 Jan. 2010. Ericsson, G.N., "On requirements specifications for a power system communications system," Power Delivery, IEEE Transactions on,vol.20, no.2, pp. 1357-1362, April 2005. Anthony R. Metke and Randy L. Ekl, “Security Technology for Smart Grid Networks”, Smart Grid, IEEE Transactions on, vol. 1, no. 1, June 2010 Amin, M., "Energy Infrastructure Defense Systems," Proceedings of the IEEE, vol.93, no.5, pp.861-875, May 2005. http://www.net-security.org/secworld.php?id=8830