This document summarizes the industrial cyber threat landscape as of September 2017. It outlines several high-profile cyber attacks on industrial control systems dating back to 2010, including Stuxnet, Shamoon, BlackEnergy, and CrashOverride. These attacks targeted critical infrastructure like power grids, water treatment plants, and an Iranian nuclear facility. The document also discusses the risks and costs of these incidents, which include physical damage, production shutdowns, and an estimated global cost of cybercrime reaching $6 trillion by 2021. Mitigation strategies are proposed, such as using gateways and managed remote access to block malware and unauthorized access to industrial control networks.
The document discusses cyber security challenges for industrial control systems (ICS) and SCADA networks. As ICS were connected to networks and the internet, it increased opportunities for remote hacking and destruction. The disconnect between traditional IT security practices and operational needs of ICS led to vulnerabilities. Common security strategies like network isolation are no longer effective due to widespread connectivity. Recent attacks have shown that hackers can compromise ICS equipment directly and cause physical damage. The document argues industry must adopt new security technologies and policies tailored for ICS in order to address growing threats.
This document summarizes a presentation on cyber security in real-time systems. It discusses threats to industrial control systems and SCADA systems, and the differences between traditional IT and industrial control system cultures. It provides examples of attacks on industrial control systems and poor monitoring of SCADA systems. It suggests that security operations centers may provide common ground between IT and ICS. Finally, it discusses recent media reports relating to hacking of rail signaling systems and aircraft systems.
Delve Labs - Upcoming Security Challenges for the Internet of Things
The document discusses upcoming security challenges for the Internet of Things (IoT) and introduces Warden, an autonomous security solution developed by Delve Labs. Current security strategies are insufficient for IoT due to a shortage of security professionals and incomplete asset visibility. Warden uses artificial intelligence to autonomously perform continuous vulnerability assessments without human supervision, scaling to cover all IoT assets. It aims to mimic expert methodology while reducing false positives through deep learning. Warden generates data to help prioritize issues and integrate with other tools via APIs.
Iaona handbook for network security - draft rfc 0.4
This document is a draft version 0.4 of The IAONA Handbook for Network Security published by IAONA e.V. It was contributed to by various parties and organizations. The handbook aims to provide guidance on securing industrial automation networks, which require high availability and have more serious consequences from disruptions than typical office networks. It covers remote access methods, defining security terms and categories, descriptions of common network protocols and services, and a security survey.
This document discusses 10 important reports for managing vulnerabilities. It begins by explaining the importance of vulnerability management and having an accurate inventory of IT assets. It then describes the top 10 reports:
1. The Network Perimeter Map report provides a graphical view of the network topology and discovered devices.
2. The Unknown Internal Devices report lists devices discovered on the network that have not been approved, to identify rogue devices.
3. The SANS Top 20 Vulnerabilities report identifies the most common and critical vulnerabilities based on the SANS list.
4. The 25 Most Vulnerable Hosts report prioritizes remediation of the most at-risk devices.
5. The High Sever
This document summarizes 10 cyber security trend reports for 2019. Common trends identified across the reports include rises in crypto mining, state-sponsored attacks, security skills shortages, Internet of Things risks, cloud provider attacks, supply chain attacks, phishing as the primary attack vector, and increased regulations. The reports also highlight the importance of user awareness, basic IT hygiene, incident response readiness, and having adequate security resources.
The document discusses Darktrace's Enterprise Immune System technology, which takes inspiration from the human immune system to provide cyber defense. It uses unsupervised machine learning and advanced mathematics to learn what normal network behavior looks like and detect anomalies indicating threats. This self-learning approach can identify new threats that traditional signature-based tools miss. The system also automatically responds to threats with targeted digital responses. Darktrace's technology represents a new approach to cybersecurity that is better suited to today's sophisticated and unpredictable threat landscape.
Explore common vulnerabilities in building automation systems (BAS), how these vulnerabilities could be exploited, and steps that organizations can take to improve the cybersecurity of their BAS.
Transforming Smart Building Cybersecurity Strategy for the Age of IoT
Using a smart building as their case study, Forescout Research Labs investigated how IoT devices can be leveraged as an entry point to a building’s network, where legacy OT assets, IT systems and IoT devices all intersect. Key findings from our research include:
• How the IoT is impacting the organizational threat landscape
• The additional risks that IoT devices introduce
• How to evolve your cybersecurity strategy for the age of IoT
Whitepaper | Network Security - How to defend your Plant against the threats ...
Yokogawa offers a range of cyber-security solutions for control systems, including network security assessment, network and firewall design, PC/server and network device hardening, antivirus and patch management, backup and recovery systems, and network management systems. By seamlessly integrating these solutions with its proven control system solutions, Yokogawa is also aiming to meet its customers' needs for control system security management. Read more about Yokogawa’s approach to cyber security in this whitepaper.
Solving the Asset Management Challenge for Cybersecurity (It’s About Time)
Despite the amazing technologies available today in cybersecurity, organizations still struggle with the most fundamental challenge that has been around for decades: understanding all the devices, users, and cloud services they’re responsible for, and whether those assets are secure.
These slides—based on the webinar hosted by leading IT research firm EMA and Axonius—explain why solving asset management for cybersecurity is becoming increasingly important, and why something so fundamental has quickly risen to the top of CISOs priority lists.
This document discusses cyber security for critical infrastructure and the importance of identifying unknown or zero-day vulnerabilities. It describes how fuzz testing, a technique that involves feeding unexpected input to a system to trigger crashes or failures, can be used to find these unknown vulnerabilities before attackers discover and exploit them. The document outlines a process for conducting unknown vulnerability management that involves identifying targets, testing devices using various fuzzing methods, and generating detailed reports of any issues found to facilitate rapid remediation. Fuzz testing maturity models are also discussed as frameworks for conducting comprehensive fuzz testing programs to systematically uncover previously unknown vulnerabilities in networks and devices.
Webinar - Reducing the Risk of a Cyber Attack on UtilitiesWPICPE
Jim Girouard, Sr. Product Development Manager at Worcester Polytechnic Institute, outlines the growing menace of cyber attacks on utility companies and how to educate yourself to reduce risk.
Darktrace Antigena is an automated response capability that allows organizations to respond to cyber threats without disrupting normal business operations. As a "digital antibody", Antigena detects threats uniquely identified by Darktrace and automatically takes measured and targeted responses. This includes terminating abnormal connections while leaving normal activities unaffected. Antigena's dynamic boundary enforces each user and device's normal "pattern of life" to combat threats faster than any security team.
Symantec and ForeScout Delivering a Unified Cyber Security SolutionDLT Solutions
Tom Blauvelt from Symantec and Sean Telles and Chris Dullea from ForeScout share how both companies together can deliver a unified cyber security solution.
The document discusses cyber security challenges for industrial control systems (ICS) and SCADA networks. As ICS were connected to networks and the internet, it increased opportunities for remote hacking and destruction. The disconnect between traditional IT security practices and operational needs of ICS led to vulnerabilities. Common security strategies like network isolation are no longer effective due to widespread connectivity. Recent attacks have shown that hackers can compromise ICS equipment directly and cause physical damage. The document argues industry must adopt new security technologies and policies tailored for ICS in order to address growing threats.
This document summarizes a presentation on cyber security in real-time systems. It discusses threats to industrial control systems and SCADA systems, and the differences between traditional IT and industrial control system cultures. It provides examples of attacks on industrial control systems and poor monitoring of SCADA systems. It suggests that security operations centers may provide common ground between IT and ICS. Finally, it discusses recent media reports relating to hacking of rail signaling systems and aircraft systems.
The document discusses upcoming security challenges for the Internet of Things (IoT) and introduces Warden, an autonomous security solution developed by Delve Labs. Current security strategies are insufficient for IoT due to a shortage of security professionals and incomplete asset visibility. Warden uses artificial intelligence to autonomously perform continuous vulnerability assessments without human supervision, scaling to cover all IoT assets. It aims to mimic expert methodology while reducing false positives through deep learning. Warden generates data to help prioritize issues and integrate with other tools via APIs.
Iaona handbook for network security - draft rfc 0.4Ivan Carmona
This document is a draft version 0.4 of The IAONA Handbook for Network Security published by IAONA e.V. It was contributed to by various parties and organizations. The handbook aims to provide guidance on securing industrial automation networks, which require high availability and have more serious consequences from disruptions than typical office networks. It covers remote access methods, defining security terms and categories, descriptions of common network protocols and services, and a security survey.
This document discusses 10 important reports for managing vulnerabilities. It begins by explaining the importance of vulnerability management and having an accurate inventory of IT assets. It then describes the top 10 reports:
1. The Network Perimeter Map report provides a graphical view of the network topology and discovered devices.
2. The Unknown Internal Devices report lists devices discovered on the network that have not been approved, to identify rogue devices.
3. The SANS Top 20 Vulnerabilities report identifies the most common and critical vulnerabilities based on the SANS list.
4. The 25 Most Vulnerable Hosts report prioritizes remediation of the most at-risk devices.
5. The High Sever
This document summarizes 10 cyber security trend reports for 2019. Common trends identified across the reports include rises in crypto mining, state-sponsored attacks, security skills shortages, Internet of Things risks, cloud provider attacks, supply chain attacks, phishing as the primary attack vector, and increased regulations. The reports also highlight the importance of user awareness, basic IT hygiene, incident response readiness, and having adequate security resources.
The document discusses Darktrace's Enterprise Immune System technology, which takes inspiration from the human immune system to provide cyber defense. It uses unsupervised machine learning and advanced mathematics to learn what normal network behavior looks like and detect anomalies indicating threats. This self-learning approach can identify new threats that traditional signature-based tools miss. The system also automatically responds to threats with targeted digital responses. Darktrace's technology represents a new approach to cybersecurity that is better suited to today's sophisticated and unpredictable threat landscape.
Explore common vulnerabilities in building automation systems (BAS), how these vulnerabilities could be exploited, and steps that organizations can take to improve the cybersecurity of their BAS.
Using a smart building as their case study, Forescout Research Labs investigated how IoT devices can be leveraged as an entry point to a building’s network, where legacy OT assets, IT systems and IoT devices all intersect. Key findings from our research include:
• How the IoT is impacting the organizational threat landscape
• The additional risks that IoT devices introduce
• How to evolve your cybersecurity strategy for the age of IoT
Whitepaper | Network Security - How to defend your Plant against the threats ...Yokogawa
Yokogawa offers a range of cyber-security solutions for control systems, including network security assessment, network and firewall design, PC/server and network device hardening, antivirus and patch management, backup and recovery systems, and network management systems. By seamlessly integrating these solutions with its proven control system solutions, Yokogawa is also aiming to meet its customers' needs for control system security management. Read more about Yokogawa’s approach to cyber security in this whitepaper.
Despite the amazing technologies available today in cybersecurity, organizations still struggle with the most fundamental challenge that has been around for decades: understanding all the devices, users, and cloud services they’re responsible for, and whether those assets are secure.
These slides—based on the webinar hosted by leading IT research firm EMA and Axonius—explain why solving asset management for cybersecurity is becoming increasingly important, and why something so fundamental has quickly risen to the top of CISOs priority lists.
Cyber Security for Critical InfrastructureMohit Rampal
This document discusses cyber security for critical infrastructure and the importance of identifying unknown or zero-day vulnerabilities. It describes how fuzz testing, a technique that involves feeding unexpected input to a system to trigger crashes or failures, can be used to find these unknown vulnerabilities before attackers discover and exploit them. The document outlines a process for conducting unknown vulnerability management that involves identifying targets, testing devices using various fuzzing methods, and generating detailed reports of any issues found to facilitate rapid remediation. Fuzz testing maturity models are also discussed as frameworks for conducting comprehensive fuzz testing programs to systematically uncover previously unknown vulnerabilities in networks and devices.
Enhanced method for intrusion detection over kdd cup 99 datasetijctet
This document discusses an enhanced method for intrusion detection using the KDD Cup 99 dataset. It aims to improve the accuracy of the dataset by analyzing the contribution of different attack classes to metrics like true positive rate and precision. The study examines these evaluation metrics for an intrusion detection system to identify which attack classes most impact recall and precision. The goal is to help improve the quality of the KDD Cup 99 dataset to achieve higher accuracy with lower false positives.
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.
Cyber Training: Developing the Next Generation of Cyber AnalystsBooz Allen Hamilton
Part of the solution involves identifying and recruiting top thinkers into the field of cybersecurity, but the more immediate challenge is ensuring that cyber professionals have access to the training and information they need to keep their cyber intelligence analysis skills relevant and effective. Due to the rapidly evolving nature of the threat, education and training must be continuous, and this document focuses on strategies and best practices for developing a cyber force that maintains America’s position as a global leader in the information age.
1) The number of IoT devices is expected to grow dramatically from around 6 billion in 2015 to over 21 billion by 2020, with businesses accounting for 63% of spending on these devices.
2) As IoT devices proliferate, increased visibility into these devices through profiling, monitoring, and flexible enforcement is needed to secure networks from threats. Network Access Control (NAC) can provide this visibility and control to protect enterprises.
3) NAC provides essential context awareness and control capabilities to block, quarantine, or redirect compromised endpoints, and its integration abilities allow for improved network security orchestration across multiple environments including cloud and data centers.
This dissertation investigates building an automated network reconnaissance device using off-the-shelf hardware that can remotely operate on battery power. The author aims to build a device using a microcomputer with wireless networking, an LCD screen, and battery pack that is capable of performing port scans and capturing Ethernet packets anonymously from inside a network. Testing is done to evaluate the battery life of the device during operation and utilization of hardware components. Results show the device was able to operate for over 24 hours performing tasks before battery depletion.
The document discusses cyber security risks for SCADA systems used in water and wastewater treatment plants. Modern SCADA systems now use open network protocols and wireless connectivity, leaving them vulnerable to attacks. The most destructive cyber attack targeted Siemens PLCs at an Iranian nuclear facility using a infected USB drive. If a water treatment plant's SCADA system is compromised, it could lead to over or under dosing of chemicals, loss of water pressure, or disabled alarms. Mott MacDonald offers cyber security risk analyses and programs to help clients address vulnerabilities and obtain federal funding to implement solutions.
Commissioned by ForeScout, the IoT Enterprise Risk Report
employed the skills of Samy Kamkar, one of the world’s leading ethical hackers, to investigate the security risks posed by the Internet of Things (IoT) devices in enterprise environments. Check out his findings.
For more information visit: http://resources.forescout.com/insecurity_of_things_lp_social.html.
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.
Survey of apt and other attacks with reliable security schemes in manetijctet
This document summarizes security threats and challenges in mobile ad hoc networks (MANETs). It discusses advanced persistent threats (APTs) which aim to stealthily infiltrate networks to steal data. APTs use techniques like spear phishing and malware to infect systems. Malware types discussed include viruses, worms, trojans, and bots. The document also outlines requirements for securing MANETs against APTs, such as protecting devices and browsers from exploitation. Finally, it analyzes security issues in routing for MANETs and categorizes common routing protocols.
As the Supervisory Control and Data Acquisition (SCADA) system are deployed in infrastructures which are critical to the survival of a nation, they have emerged as a potential terrain for cyber-war, thus attracting the considered attention of ‘nation-states’. The analysis of worms like ‘stuxnet’ ‘flame’ and ‘duqu’ reveals the hand of a ‘nation-state’ in their design and deployment. Hence, the necessity to understand various issues in the defence of SCADA systems arises. The forensics of the SCADA system provide deep insight into the design and deployment of the worm (the malware) once the system is attacked. This is precisely the scope of this essay.
This document discusses IoT security challenges and ForeScout's approach to addressing them. It begins with an overview of exponential IoT growth and the fragmented IoT landscape. It then discusses the major IoT security threats around lack of visibility and control of devices. The rest of the document focuses on ForeScout's agentless approach to continuous device discovery, classification, and policy-based segmentation and remediation to enhance IoT security.
1
Running Head:Enterprise Risk Management
Worst Case Scenario 2
With the rise of technology, risks continue to be a significant concern in many firms. Each of the domains in an IT infrastructure experience security threats that alter the functionality of the organization. The paper provides an analysis of prospective threats faced by Afrotech, a technology company I worked for in the summer of 2017. There is two division of the threats; realm and fringe possible threats.
Realm threats
Firstly, is the destruction of data in the user domain. Typically, users destroy data in the application or delete all the information. In other cases, when the user inserts the data. Spoofing, pharming, and pishing of the user can lead to the destruction of files. In case the threat occurs, there is a loss of information (Vasileiadis, 2017). Loss of data has an impact on the organization. Enhancement of the user domain prevents the loss of data on the domain.
Unauthorized access leads to loss of information in a workstation domain. Typically, many users are accessing a workplace domain that increases hackers (Vasileiadis, 2017. A significant number of users on the workstation increase chances of hackers accessing the system. In case of the happening, the organization or individuals could risk losing information to unlawful persons. Loss of data is a violation of personal or organizational information. Improvement of authentication protocols lowers unauthorized access to information.
There is the destruction of programs on the network through a malware in a LAN domain. Typically, peer computers in the firm are connected to a trusted server within the local area in the network. The server receives and sends information to other computers in the network within the network. Malware on the peer or the server computers can lead to the destruction of programs in all machines. Consequently, the organization spends a substantial expanse of resources in replacement of the programs. Regular updating of the system lowers malware attacks.
SQL injection and corruption of data through attacks on the application Storage Domain. SQL injection can occur through the retrieving of data, subverting logic, or interference with the standard interface of the query (Vasileiadis, 2017). Typically, the injection of SQL leads to an attack of information on the database. Corruption of the information on the database leads to loss of information of high relevance to the organization. The organization can consider the validation of inputs to prevent injections.
Hacking information on VPN tunneling in remote access Domain and VPN tunneling occurs when information is passed from a person to another via insecure mediums such as the Internet (Stevens et al., 2017). The Internet is the most common method of sharing information that employees within the organization. The organization can use s.
Challenges and Solution to Mitigate the cyber-attack on Critical Infrastruct...Abhishek Goel
SCADA systems control some of the most vital infrastructure in industrial and energy sectors, from oil and gas pipelines to nuclear facilities to water treatment plants.
Critical infrastructure is defined as the physical and IT assets, networks and services that if disrupted or destroyed would have a serious impact on the health, security, or economic wellbeing of citizens and the efficient functioning of a country’s government.
In the digital age, cyber attacks have emerged as potent tools of digital terrorism, and one of the most vulnerable sectors is industrial automation. As we stride into the era of Industry 4.0, automation has become ubiquitous across various industries, including factories and pharmaceutical manufacturing plants. Industrial automation, often powered by Programmable Logic Controllers (PLCs), Supervisory Control and Data Acquisition (SCADA) systems, Human-Machine Interfaces (HMIs), and other devices, is the backbone of modern production. However, these very systems that drive efficiency and productivity are increasingly becoming targets of malicious actors seeking to disrupt operations and compromise critical infrastructure.
This document provides an overview of SCADA (Supervisory Control and Data Acquisition) security challenges and strategies. It describes common SCADA system components and functionality. It then discusses increasing cyber threats to SCADA systems from sources like hostile governments and employees. The document outlines various physical and cyber vulnerabilities in SCADA systems and components. It recommends security standards from organizations like NIST, ISA, and NERC to help mitigate risks. The document also provides guidelines on physical asset security and cybersecurity strategies.
This document provides an overview of SCADA (Supervisory Control and Data Acquisition) security challenges and strategies. It describes common SCADA system components and functionality. It then discusses increasing cyber threats to SCADA systems from sources like hostile governments and employees. The document outlines various physical and cyber vulnerabilities in SCADA systems and components. It recommends security standards from organizations like NIST, ISA, and NERC to help mitigate risks. The document also provides guidelines on physical asset security and cybersecurity strategies.
Leading manufacturers are embracing converged IT and operational technology (OT) networks and experiencing major benefits. But security challenges threaten.
Public services such as electricity, water, hospital management and transport are important for the smooth functioning of our daily lives. The critical nature of these services make these systems a key target for cyber threats. This is why the public sector experiences more incidents than any other industry.
Hence why the public sector needs to focus more on strengthening their cybersecurity strategies to address critical gaps – especially the devices used and policies governing their use.
In this session, Asela addressed some of our critical services and how the lack of security focus has affected their use.
Get to zero stealth natural gas_executive_overview_chSherid444
The document introduces Unisys Stealth, a cybersecurity solution that aims to help natural gas utilities protect their networks, control systems, and infrastructure from cyber threats. It discusses how Stealth makes systems invisible and undetectable, isolates critical segments, and secures data in motion. Stealth is presented as a way for utilities to reduce risks, facilitate regulatory compliance, lower costs, and gain security agility through its capabilities to hide systems from unauthorized access and tightly control access based on user identity. Contact information is provided for representatives who can provide more details on Stealth.
Abstract-Denial-of-Service attacks, a type of attack on a network that is designed to bring the network to its knees by flooding it with useless traffic. Many Dos attacks, such as the Ping of Death ,Teardrop attacks etc., exploit the limitations in the TCP/IP protocols. like viruses, new Dos attacks are constantly being dreamed up by hackers.So the users have to take own effort of a large number of protected system such as Firewall or up-to-date antivirus software. . If the system or links are affected from an attack then the legitimate clients may not be able to connect it.. This detection system is the next level of the security to protect the server from major problems occurs such as Dos attacks, Flood IP attacks, and also the Proxy Surfer. So these kinds of anonymous activities barred out by using this Concept.
Detection of Distributed Denial of Service Attacksijdmtaiir
Denial-of-Service attacks, a type of attack on
a network that is designed to bring the network to its knees by
flooding it with useless traffic. Many Dos attacks, such as
the Ping of Death ,Teardrop attacks etc., exploit the limitations
in the TCP/IP protocols. like viruses, new Dos attacks are
constantly being dreamed up by hackers.So the users have to
take own effort of a large number of protected system such as
Firewall or up-to-date antivirus software. . If the system or
links are affected from an attack then the legitimate clients may
not be able to connect it.. This detection system is the next
level of the security to protect the server from major problems
occurs such as Dos attacks, Flood IP attacks, and also the
Proxy Surfer. So these kinds of anonymous activities barred
out by using this Concept
105 Common information security threatsSsendiSamuel
The document discusses common information security threats. It begins by introducing how information systems are often vulnerable and contain sensitive data, making them targets for various attacks. It then outlines the objectives of understanding security threat categories and common means. The document proceeds to discuss specific threats like DDoS attacks, worms, vulnerabilities, phishing, and man-in-the-middle attacks. It also covers the Mirai botnet attack on Dyn DNS services and defense measures like firewalls and anti-DDoS devices. The key threats discussed are to networks, applications, and data transmission and devices.
Application of hardware accelerated extensible network nodes for internet wor...UltraUploader
This document proposes a hardware-accelerated system that uses field-programmable gate arrays (FPGAs) to actively detect and block internet worms and viruses at multi-gigabit speeds. It scans packet payloads in real-time to search for signatures of malicious software and can dynamically reconfigure to detect new threats. The system is designed to be incrementally deployed throughout the internet to quarantine infections locally and limit global spread. It aims to provide faster and more effective protection than software-based solutions by processing packet content directly in network hardware.
Cyber Warfare is the current single greatest emerging threat to National Security. Network security has become an essential component of any computer network. As computer networks and systems become ever more fundamental to modern society, concerns about security has become increasingly important. There are a multitude of different applications open source and proprietary available for the protection +-system administrator, to decide on the most suitable format for their purpose requires knowledge of the available safety measures, their features and how they affect the quality of service, as well as the kind of data they will be allowing through un flagged. A majority of methods currently used to ensure the quality of a networks service are signature based. From this information, and details on the specifics of popular applications and their implementation methods, we have carried through the ideas, incorporating our own opinions, to formulate suggestions on how this could be done on a general level. The main objective was to design and develop an Intrusion Detection System. While the minor objectives were to; Design a port scanner to determine potential threats and mitigation techniques to withstand these attacks. Implement the system on a host and Run and test the designed IDS. In this project we set out to develop a Honey Pot IDS System. It would make it easy to listen on a range of ports and emulate a network protocol to track and identify any individuals trying to connect to your system. This IDS will use the following design approaches: Event correlation, Log analysis, Alerting, and policy enforcement. Intrusion Detection Systems (IDSs) attempt to identify unauthorized use, misuse, and abuse of computer systems. In response to the growth in the use and development of IDSs, we have developed a methodology for testing IDSs. The methodology consists of techniques from the field of software testing which we have adapted for the specific purpose of testing IDSs. In this paper, we identify a set of general IDS performance objectives which is the basis for the methodology. We present the details of the methodology, including strategies for test-case selection and specific testing procedures. We include quantitative results from testing experiments on the Network Security Monitor (NSM), an IDS developed at UC Davis. We present an overview of the software platform that we have used to create user-simulation scripts for testing experiments. The platform consists of the UNIX tool expect and enhancements that we have developed, including mechanisms for concurrent scripts and a record-and-replay feature. We also provide background information on intrusions and IDSs to motivate our work.
7 Most Powerful Solar Storms in the History of Earth.pdfEnterprise Wired
Solar Storms (Geo Magnetic Storms) are the motion of accelerated charged particles in the solar environment with high velocities due to the coronal mass ejection (CME).
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.
INDIAN AIR FORCE FIGHTER PLANES LIST.pdfjackson110191
These fighter aircraft have uses outside of traditional combat situations. They are essential in defending India's territorial integrity, averting dangers, and delivering aid to those in need during natural calamities. Additionally, the IAF improves its interoperability and fortifies international military alliances by working together and conducting joint exercises with other air forces.
Best Programming Language for Civil EngineersAwais Yaseen
The integration of programming into civil engineering is transforming the industry. We can design complex infrastructure projects and analyse large datasets. Imagine revolutionizing the way we build our cities and infrastructure, all by the power of coding. Programming skills are no longer just a bonus—they’re a game changer in this era.
Technology is revolutionizing civil engineering by integrating advanced tools and techniques. Programming allows for the automation of repetitive tasks, enhancing the accuracy of designs, simulations, and analyses. With the advent of artificial intelligence and machine learning, engineers can now predict structural behaviors under various conditions, optimize material usage, and improve project planning.
YOUR RELIABLE WEB DESIGN & DEVELOPMENT TEAM — FOR LASTING SUCCESS
WPRiders is a web development company specialized in WordPress and WooCommerce websites and plugins for customers around the world. The company is headquartered in Bucharest, Romania, but our team members are located all over the world. Our customers are primarily from the US and Western Europe, but we have clients from Australia, Canada and other areas as well.
Some facts about WPRiders and why we are one of the best firms around:
More than 700 five-star reviews! You can check them here.
1500 WordPress projects delivered.
We respond 80% faster than other firms! Data provided by Freshdesk.
We’ve been in business since 2015.
We are located in 7 countries and have 22 team members.
With so many projects delivered, our team knows what works and what doesn’t when it comes to WordPress and WooCommerce.
Our team members are:
- highly experienced developers (employees & contractors with 5 -10+ years of experience),
- great designers with an eye for UX/UI with 10+ years of experience
- project managers with development background who speak both tech and non-tech
- QA specialists
- Conversion Rate Optimisation - CRO experts
They are all working together to provide you with the best possible service. We are passionate about WordPress, and we love creating custom solutions that help our clients achieve their goals.
At WPRiders, we are committed to building long-term relationships with our clients. We believe in accountability, in doing the right thing, as well as in transparency and open communication. You can read more about WPRiders on the About us page.
TrustArc Webinar - 2024 Data Privacy Trends: A Mid-Year Check-InTrustArc
Six months into 2024, and it is clear the privacy ecosystem takes no days off!! Regulators continue to implement and enforce new regulations, businesses strive to meet requirements, and technology advances like AI have privacy professionals scratching their heads about managing risk.
What can we learn about the first six months of data privacy trends and events in 2024? How should this inform your privacy program management for the rest of the year?
Join TrustArc, Goodwin, and Snyk privacy experts as they discuss the changes we’ve seen in the first half of 2024 and gain insight into the concrete, actionable steps you can take to up-level your privacy program in the second half of the year.
This webinar will review:
- Key changes to privacy regulations in 2024
- Key themes in privacy and data governance in 2024
- How to maximize your privacy program in the second half of 2024
Best Practices for Effectively Running dbt in Airflow.pdfTatiana Al-Chueyr
As a popular open-source library for analytics engineering, dbt is often used in combination with Airflow. Orchestrating and executing dbt models as DAGs ensures an additional layer of control over tasks, observability, and provides a reliable, scalable environment to run dbt models.
This webinar will cover a step-by-step guide to Cosmos, an open source package from Astronomer that helps you easily run your dbt Core projects as Airflow DAGs and Task Groups, all with just a few lines of code. We’ll walk through:
- Standard ways of running dbt (and when to utilize other methods)
- How Cosmos can be used to run and visualize your dbt projects in Airflow
- Common challenges and how to address them, including performance, dependency conflicts, and more
- How running dbt projects in Airflow helps with cost optimization
Webinar given on 9 July 2024
Comparison Table of DiskWarrior Alternatives.pdfAndrey Yasko
To help you choose the best DiskWarrior alternative, we've compiled a comparison table summarizing the features, pros, cons, and pricing of six alternatives.
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.
Transcript: Details of description part II: Describing images in practice - T...BookNet 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 slides: 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.
Coordinate Systems in FME 101 - Webinar SlidesSafe Software
If you’ve ever had to analyze a map or GPS data, chances are you’ve encountered and even worked with coordinate systems. As historical data continually updates through GPS, understanding coordinate systems is increasingly crucial. However, not everyone knows why they exist or how to effectively use them for data-driven insights.
During this webinar, you’ll learn exactly what coordinate systems are and how you can use FME to maintain and transform your data’s coordinate systems in an easy-to-digest way, accurately representing the geographical space that it exists within. During this webinar, you will have the chance to:
- Enhance Your Understanding: Gain a clear overview of what coordinate systems are and their value
- Learn Practical Applications: Why we need datams and projections, plus units between coordinate systems
- Maximize with FME: Understand how FME handles coordinate systems, including a brief summary of the 3 main reprojectors
- Custom Coordinate Systems: Learn how to work with FME and coordinate systems beyond what is natively supported
- Look Ahead: Gain insights into where FME is headed with coordinate systems in the future
Don’t miss the opportunity to improve the value you receive from your coordinate system data, ultimately allowing you to streamline your data analysis and maximize your time. See you there!
Mitigating the Impact of State Management in Cloud Stream Processing SystemsScyllaDB
Stream processing is a crucial component of modern data infrastructure, but constructing an efficient and scalable stream processing system can be challenging. Decoupling compute and storage architecture has emerged as an effective solution to these challenges, but it can introduce high latency issues, especially when dealing with complex continuous queries that necessitate managing extra-large internal states.
In this talk, we focus on addressing the high latency issues associated with S3 storage in stream processing systems that employ a decoupled compute and storage architecture. We delve into the root causes of latency in this context and explore various techniques to minimize the impact of S3 latency on stream processing performance. Our proposed approach is to implement a tiered storage mechanism that leverages a blend of high-performance and low-cost storage tiers to reduce data movement between the compute and storage layers while maintaining efficient processing.
Throughout the talk, we will present experimental results that demonstrate the effectiveness of our approach in mitigating the impact of S3 latency on stream processing. By the end of the talk, attendees will have gained insights into how to optimize their stream processing systems for reduced latency and improved cost-efficiency.
How Social Media Hackers Help You to See Your Wife's Message.pdfHackersList
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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.
2. Number of incidents
U.S. official sees more cyber attacks on industrial control systems
http://www.reuters.com/article/us-usa-cybersecurity-infrastructure-
idUSKCN0UR2CX20160113
Attacks Targeting Industrial Control Systems (ICS) Up 110 Percent
https://securityintelligence.com/attacks-targeting-industrial-control-systems-ics-up-
110-percent/
IBM reports ICS cyber attacks up 110% in 2016
http://securityaffairs.co/wordpress/54792/security/ics-attacks-2016.html
https://www.theregister.co.uk/2016/07/11/ics_vuln_internet_exposed/
Risk
In April, 2013 a massive ping revealed about 114,000 manufacturing control
systems vulnerable for attack, about 13,000 of which can be accessed without
inputting a single password
Cost
One in six businesses have experienced a cyber attack in the past year. New
research from Grant Thornton reveals that cyber attacks are taking a serious toll
on business, with the total cost of attacks globally estimated to be at least
US$315bn* over the past 12 months
Cybercrime damages expected to cost the world $6 trillion by 2021
http://cybersecurityventures.com/hackerpocalypse-cybercrime-report-2016/
Note – many of these incidents are underreported, and highly sensitive, limited
information is available. This is a non-exhaustive list.
INCREASE IN INDUSTRIAL CYBER THREAT INCIDENTS
Source: Kaspersky Lab
3. Discovered in July 2010
Targeted Iran’s nuclear enrichment program
Initially spread using infected removable drives, Infected
100,000 computers and at least 22 manufacturing sites
Attacked Siemens PCS7, S7 PLC and WIN-CC systems.
Exploited the architecture of the controller by hijacking the
vendor’s DLL driver
Caused centrifuges to spin out of control without triggering
alarms
Modified ladder logic sent to/received from the controller
without the notice of the development application or the
controller
No signed code was in use
No code execution or configuration tamper control was
developed
Destroyed up to 1000 centrifuges between November 2009
and January 2010
Set Iran’s nuclear program back a decade
Bayshore mitigation
Deep content and context inspection could have
alerted ladder logic changes
Threat intel policies block known malware including
Stuxnet
Gateways prevent malware from entering server
farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Management Console rapidly deploys policies
across gateways, blocking cross-contamination
New anti-springboard technology stops malware
from making horizontal jumps
STUXNET
4. Duqu
Malware had many similarities with
Stuxnet
Trojan horse aimed to capture and
exfiltrate information via jpeg files
Flame
Spyware discovered in Iran oil and nuclear
installations, ran undetected for years
More complex than Stuxnet
Could record audio, screenshots,
keyboard activity and network traffic
Bayshore mitigation
Deep content and context filtration could have
alerted ladder logic changes
Block virus from reaching industrial control assets
Expropriation of data blocked by deep content
filtration and enforcement of DLP policies
New anti-springboard technology stops malware
from making horizontal jumps
DUQU AND FLAME “THE SONS OF STUXNET”
Source: Symantec
5. Mid-2012
Targeted attack on Saudi Aramco by the “Cutting
Sword of Justice”
Email, scam-link
The most destructive attack on the business sector
seen to date
Infected more than 75% of the company’s
workstations (30,000 to 55,000 workstations
partially or totally destroyed)
Replaced crucial system files with an image of a
burning U.S. flag
Impacted messaging services severely for several
weeks, Aramco gave oil away free to keep it
flowing
http://money.cnn.com/2015/08/05/technology/aram
co-hack/
Bayshore mitigation
Threat intel policies block known malware
Gateways prevent malware from entering the
server farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Management Console rapidly deploys policies
across gateways, blocking cross-contamination
New anti-springboard technology stops malware
from making horizontal jumps
SHAMOON
6. December 2012
Chinese hackers (APT1) used a virus concealed
in an MS-Word document to take over the
control system for a municipal water tower
Thankfully, the tower was a honey-pot decoy set
up by US Government and no physical damage
was done
Bayshore mitigation
Gateway blocks unauthorized commands from
reaching end-points
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions
WATER TOWER DECOY
7. Summer 2013
Iranian hackers repeatedly obtained unauthorized
access to the SCADA systems of a dam 25 miles
north of NYC
Accessed through a cellular modem
Obtained status and operational data
Access would normally have permitted remote
operation and manipulation of the sluice gate
Thankfully, sluice gate was manually disconnected
for maintenance at the time of the intrusion
http://time.com/4270728/iran-cyber-attack-dam-fbi/
Bayshore mitigation
Gateway blocks unauthorized commands from
reaching end-points (sluice gate controls)
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions
BOWMAN DAM
8. Fall 2012
Virus attacks control systems in two plants
Delivered by maintenance technicians on an
infected USB stick
A virus in a turbine control system that impacted
about 10 computers on its control system network,
and affected operations for about three weeks
Bayshore mitigation
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions
Threat intel policies block known malware
Gateways prevent malware from entering the
server farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Management Console rapidly deploys policies
across gateways, blocking cross-contamination
New anti-springboard technology stops malware
from making horizontal jumps
US POWER PLANTS
9. APT group - AKA Energetic Bear - in operation
since 2011, resurfacing now
State-sponsored APT
Initially targeted defense and aviation companies in
the US and Canada followed by European energy
firms
Targeting ICS systems, now focused on energy
sector in EU and NA
Damaged and disrupted target companies
Use malicious email, watering hole attacks, and
trojan horse (RAT) software
HAVEX watering hole malware created by
DragonFly, extracts information on network, email,
contacts, OPC, etc.
Bayshore mitigation
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions
Threat intel policies block known malware
Gateways detect and prevent network scanning
Gateways prevent malware from entering the
server farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Management Console rapidly deploys policies
across gateways, blocking cross-contamination
New anti-springboard technology stops malware
from making horizontal jumps
DRAGONFLY / HAVEX
10. December 2014
Attackers remotely manipulated the industrial
control system
Used spear-phishing to infiltrate the company
network
Successfully transitioned to industrial network and
control systems
Disrupted the blast furnace to not shut down
properly
Resulted in “massive” physical damage
GERMAN STEEL MILL ATTACK
Bayshore mitigation
Threat intel policies block known malware
Gateways prevent malware from entering the
server farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Management Console rapidly deploys policies
across gateways, blocking cross-contamination
Policy enforcement blocks unauthorized
commands (e.g., manipulating blast furnace
controls)
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions
Content filtration alerts / blocks unnecessary
access to the ICS network
11. December 2015, a Russian hacking group, Sandstorm,
remotely disrupted electricity to 25% of country
Used spear-phishing to infiltrate the company network with
BlackEnergy malware, transitioned to industrial network
and control systems
Seized SCADA controls, remotely switched off 30
substations, 230K people without power
Used KillDisk to delete HMI hard drives and overwrite
MBR
Destroyed IT infrastructure (UPS, RTUs, modems, serial-
to-Ethernet converters)
DDoS on call center to deny consumer access
December 2016, another similar attack took out 20% of
the countries power
CrashOverride/Industroyer
Designed to disrupt/destroy ICS
Capable of directly controlling switches
Most serious cyberweapon since Stuxnet
Bayshore mitigation
Threat intel policies block known malware
Gateways prevent malware from entering the
server farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Management Console rapidly deploys policies
across gateways, blocking cross-contamination
Policy enforcement blocks unauthorized
commands (e.g., remotely switching off
substations), and unauthorized firmware
downloads
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions
New anti-springboard technology stops malware
from making horizontal jumps
UKRAINE
12. March 2016
Syrian hackers manipulated PLCs that manage
chemical treatment of public water supply
SQL injection and phishing attack entered through
antiquated payment app
On two instances, chemical levels were altered
November 2011
Russian hackers accessed control equipment at
South Houston Water and Sewer Department, and
destroyed a pump
WATER TREATMENT PLANTS
Bayshore mitigation
Threat intel policies block known malware
Gateways prevent malware from entering the
server farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Policy enforcement blocks unauthorized
commands (e.g., adjusting chemical levels,
remotely switching on and off pumps), and
unauthorized firmware downloads
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions
New anti-springboard technology stops malware
from making horizontal jumps
13. February 2014
Internal attack by disgruntled ex-employee
After being fired, used VPN to install his own
software on ICS systems
Disrupted operation, equipment, caused $1.2M in
damage
Jailed for 34 months
Bayshore mitigation
Gateways prevent malware from entering the
server farm and affecting HMIs, Engineering
Workstations, other susceptible endpoints
Managed Remote Access solution limits ability to
access plants remotely, and controls activity during
remote access sessions. No VPN access
permitted.
GEORGIA PACIFIC
14. November 2016
Washington DC Police Video system encrypted 8 days before election
April 2017
156 Dallas Emergency Tornado Sirens hacked
May 2017 - WannaCry
Attack disabling 230,000 computers in 150 countries
Severely disrupted UK’s National Health Service (NHS)
Production shutdowns at Renault, Nissan, Honda, Il Mundo, Gas Natural,
Iberdrola
Estimated $5B in damage
June 2017
Petya/NotPetya
Chernobyl plant monitoring offline
Maersk ($300M write-off)
Merck, DHL, Modelez (Cadbury, Oreo, Tang), JNPT (India’s largest port)
Ongoing Nigerian Business Email attack
500 companies in 50 countries so far
Supply chain disruption, access to sensitive data
Bayshore mitigation
Threat intel policies block known malware
Deep filtration prevents malware access to ICS
controls systems, and blocks malware from
affecting HMIs, Engineering Workstations, other
susceptible endpoints
Management Console rapidly deploys policies
across gateways, blocking cross-contamination
New anti-springboard technology stops malware
from making horizontal jumps
RANSOMWARE, MISC
15. 11 biggest industrial cyberattacks so far http://www.industryweek.com/technology/11-biggest-
industrial-cyberattacks-so-far-slideshow#slide-0-field_images-119571
Trans Siberian Pipeline
https://pgjonline.com/2009/11/17/hacking-the-industrial-scada-network/
Ukraine
https://en.wikipedia.org/wiki/December_2015_Ukraine_power_grid_cyber_attack
https://www.technologyreview.com/s/603262/ukraines-power-grid-gets-hacked-again-a-worrying-sign-for-
infrastructure-attacks/
http://www.nerc.com/pa/CI/ESISAC/Documents/E-ISAC_SANS_Ukraine_DUC_18Mar2016.pdf
https://ics-cert.us-cert.gov/alerts/IR-ALERT-H-16-056-01
NY Dam
http://time.com/4270728/iran-cyber-attack-dam-fbi/
https://www.justice.gov/opa/pr/seven-iranians-working-islamic-revolutionary-guard-corps-affiliated-entities-
charged
ADDITIONAL BACKGROUND