Vulnerabilities on the Wire: Mitigations for Insecure ICS Device Communication
Modbus, an industrial protocol used for server to client communication, has been
used for over 40 years and is still widely deployed in new ICS installations (Mostia,
2019). Modbus can be transported over serial mediums of RS232, RS485, or it can be
wrapped in an IEEE 802.3 TCP segment. Within TCP, the typical implementation is
Modbus Remote Terminal Unit (RTU) contained in the TCP/IP stack Application layer,
which can be easily viewed in Wireshark (Sanchez, 2017). Modbus uses simple function
calls combined with data range requests to read and write bits, called coils. Additionally,
it can also read and write integers or floats, called registers. When engineers were
encapsulating Modbus within TCP, cybersecurity concerns were nonexistent and,
therefore, Modbus RTU does not have any built-in security mechanisms (Rinaldi, n.d.).
From an ICS security perspective, Modbus is rife with many vulnerabilities and is subject
to Probe, Scan, Flood, Authentication Bypass, Spoof, Eavesdrop, Misdirect, Read/Copy,
Terminate, Execute, Modify, and Delete attacks (Draias, Serhrouchni, & Vogel, 2015)
A Collaborative Intrusion Detection System for Cloud Computing
Cloud computing is a computing paradigm that shifts drastically from traditional computing architecture. Although this new computing paradigm brings many advantages like utility computing model but the design in not flawless and hence suffers from not only many known computer vulnerabilities but also introduces unique information confidentiality, integrity and availability risks as well due its inherent design paradigm. To provide secure and reliable services in cloud computing environment is an important issue. To counter a variety of attacks, especially large-scale coordinated attacks, a framework of Collaborative Intrusion Detection System (IDS) is proposed. The proposed system could reduce the impact of these kinds of attacks through providing timely notifications about new intrusions to Cloud users' systems. To provide such ability, IDSs in the cloud computing regions both correlate alerts from multiple elementary detectors and exchange knowledge of interconnected Clouds with each other.
RESOLVING NETWORK DEFENSE CONFLICTS WITH ZERO TRUST ARCHITECTURES AND OTHER E...
Network defense implies a comprehensive set of software tools to preclude malicious entities from conducting activities such as exfiltration of data, theft of credentials, blocking of services and other nefarious activities. For most enterprises at this time, that defense builds upon a clear concept of the fortress approach. Many of the requirements are based on inspection and reporting prior to delivery of the communication to the intended target. These inspections require decryption of packets and this implies that the defensive suite either impersonates the requestor, or has access to the private cryptographic keysof the servers that are the target of communication. This is in contrast to an end-to-end paradigm where known good entities can communicate directly and no other entity has access to the content unless that content is provided to them. There are many new processes that require end-to-end encrypted communication, including distributed computing, endpoint architectures, and zero trust architectures and enterprise level security. In an end-to-end paradigm, the keys used for authentication, confidentiality, and integrity reside only with the endpoints. This paper examines a formulation that allows unbroken communication, while meeting the inspection and reporting requirements of a network defense. This work is part of a broader security architecture termed Enterprise Level Security (ELS)framework.
An Intrusion Detection System (IDS) monitors network traffic and alerts administrators of any suspicious or malicious activity detected. The Advanced Inspection and Prevention – Security Services Module (AIP-SSM) can perform intrusion detection in promiscuous mode, where it monitors traffic without interfering, or intrusion prevention in inline mode, where it actively blocks attacking traffic. The IDS provides benefits like reduced costs from infection cleanup, proactive network protection and monitoring, and near real-time updates to respond quickly to new threats when used alongside a Cisco ASA firewall.
RESOLVING NETWORK DEFENSE CONFLICTS WITH ZERO TRUST ARCHITECTURES AND OTHER E...
Network defense implies a comprehensive set of software tools to preclude malicious entities from conducting activities such as exfiltration of data, theft of credentials, blocking of services and other nefarious activities. For most enterprises at this time, that defense builds upon a clear concept of the fortress approach. Many of the requirements are based on inspection and reporting prior to delivery of the communication to the intended target. These inspections require decryption of packets and this implies that the defensive suite either impersonates the requestor, or has access to the private cryptographic keysof the servers that are the target of communication. This is in contrast to an end-to-end paradigm where known good entities can communicate directly and no other entity has access to the content unless that content is provided to them. There are many new processes that require end-to-end encrypted communication, including distributed computing, endpoint architectures, and zero trust architectures and enterprise level security. In an end-to-end paradigm, the keys used for authentication, confidentiality, and integrity reside only with the endpoints. This paper examines a formulation that allows unbroken communication, while meeting the inspection and reporting requirements of a network defense. This work is part of a broader security architecture termed Enterprise Level Security (ELS)framework.
This document provides an overview of cyber security challenges for industrial control systems (ICS) and introduces Darktrace's Industrial Immune System as an innovative solution. The key points are:
1) ICS networks face growing threats as they increasingly connect to corporate IT networks and the internet, but existing defenses like firewalls are inadequate. Attacks have caused damage at facilities like power plants and a German steel mill.
2) Darktrace's system implements a real-time "immune system" that analyzes network behavior to establish a baseline and detect anomalies, allowing threats to be identified early before they cause disruption.
3) Unlike rule-based systems, Darktrace adapts over time and can detect "unknown unknown"
This document discusses several topics related to cyber security including:
1. Windows security features such as User Account Control, BitLocker Drive Encryption, and Windows Firewall.
2. Network security challenges such as verifying user identity, protecting against DDoS attacks, and securing web applications.
3. Limitations of today's security solutions and how the modern workplace has increased risks from factors like telecommuting and use of mobile devices.
4. Types of internet security protocols and cryptography techniques as well as common forms of malicious software like viruses, worms, and trojan horses.
Report: Study and Implementation of Advance Intrusion Detection and Preventio...
This document discusses building an intrusion detection system that combines network-based and log-based detection. It proposes using the Security Onion distribution and its included tools like Snort, Sguil, Squert and OSSEC. It describes configuring Security Onion sensors to monitor network traffic and logs, storing alerts in databases, and using the management consoles to analyze alerts. The goal is to create a comprehensive security monitoring platform through centralized log management and correlation of network and host-based events.
The document discusses the formation of an IoT Security Task Force by the IoT Forum and CISO Platform to develop threat models, controls, and arrangements to improve IoT security. It proposes a "SECURENET" concept involving managed security network providers that would monitor IoT traffic and devices, block suspicious activity, and collaborate to identify security issues. The task force aims to provide fresh thinking around technical and legal approaches to attribute attacks and enable self-defense in IoT networks through a regulatory sandbox and cross-border response protocols. Critiques and improvements are invited.
This document summarizes and evaluates techniques for identifying adversary attacks in wireless sensor networks. It begins by describing common types of attacks and issues with cryptographic identification methods. It then evaluates existing localization techniques like Received Signal Strength (RSS) and spatial correlation analysis. Specifically, it proposes the Generalized Model for Attack Detection (GMFAD) which uses Partitioning Around Medoids (PaM) clustering on RSS readings to detect multiple attackers. It also presents the Coherent Detection and Localization Model (CDAL-M) which integrates PaM with localization algorithms like RADAR and Bayesian networks to determine attacker locations. The document analyzes these techniques' effectiveness at detecting and localizing multiple adversary attackers in wireless sensor networks.
The-Enterprise-Immune-System-Using-Machine-Learning-for-Next-Generation-Cyber...Amazon Web Services
The document discusses using machine learning for cyber defense. It describes Darktrace's Enterprise Immune System, which uses unsupervised machine learning to learn a profile of normal user and network behavior and detect anomalies in real time. It detects all types of threats, has full network visibility, and scales from small to large networks. It discusses emerging threat vectors like insider threats, compromised credentials, and machine learning attacks. Darktrace uses autonomous response to fight threats without disrupting business operations. It also provides cloud security and detects over 63,500 in-progress threats across different industries.
The document discusses 5 common mistakes organizations make when deploying intrusion detection systems (IDS).
1. Not ensuring the IDS can see all network traffic by improperly planning its infrastructure placement.
2. Deploying an IDS but not reviewing the alerts it generates, diminishing its value as a detection system.
3. Deploying an IDS that generates alerts but having no response policy or understanding of normal vs anomalous activity.
4. Being overwhelmed by a high volume of alerts without properly tuning the IDS to the environment.
5. Not accepting the inherent limitations of signature-based IDS to detect new exploits without updated signatures.
Vulnerabilities on the Wire: Mitigations for Insecure ICS Device CommunicationMuhammad FAHAD
Modbus, an industrial protocol used for server to client communication, has been
used for over 40 years and is still widely deployed in new ICS installations (Mostia,
2019). Modbus can be transported over serial mediums of RS232, RS485, or it can be
wrapped in an IEEE 802.3 TCP segment. Within TCP, the typical implementation is
Modbus Remote Terminal Unit (RTU) contained in the TCP/IP stack Application layer,
which can be easily viewed in Wireshark (Sanchez, 2017). Modbus uses simple function
calls combined with data range requests to read and write bits, called coils. Additionally,
it can also read and write integers or floats, called registers. When engineers were
encapsulating Modbus within TCP, cybersecurity concerns were nonexistent and,
therefore, Modbus RTU does not have any built-in security mechanisms (Rinaldi, n.d.).
From an ICS security perspective, Modbus is rife with many vulnerabilities and is subject
to Probe, Scan, Flood, Authentication Bypass, Spoof, Eavesdrop, Misdirect, Read/Copy,
Terminate, Execute, Modify, and Delete attacks (Draias, Serhrouchni, & Vogel, 2015)
A Collaborative Intrusion Detection System for Cloud Computingijsrd.com
Cloud computing is a computing paradigm that shifts drastically from traditional computing architecture. Although this new computing paradigm brings many advantages like utility computing model but the design in not flawless and hence suffers from not only many known computer vulnerabilities but also introduces unique information confidentiality, integrity and availability risks as well due its inherent design paradigm. To provide secure and reliable services in cloud computing environment is an important issue. To counter a variety of attacks, especially large-scale coordinated attacks, a framework of Collaborative Intrusion Detection System (IDS) is proposed. The proposed system could reduce the impact of these kinds of attacks through providing timely notifications about new intrusions to Cloud users' systems. To provide such ability, IDSs in the cloud computing regions both correlate alerts from multiple elementary detectors and exchange knowledge of interconnected Clouds with each other.
RESOLVING NETWORK DEFENSE CONFLICTS WITH ZERO TRUST ARCHITECTURES AND OTHER E...IJNSA Journal
Network defense implies a comprehensive set of software tools to preclude malicious entities from conducting activities such as exfiltration of data, theft of credentials, blocking of services and other nefarious activities. For most enterprises at this time, that defense builds upon a clear concept of the fortress approach. Many of the requirements are based on inspection and reporting prior to delivery of the communication to the intended target. These inspections require decryption of packets and this implies that the defensive suite either impersonates the requestor, or has access to the private cryptographic keysof the servers that are the target of communication. This is in contrast to an end-to-end paradigm where known good entities can communicate directly and no other entity has access to the content unless that content is provided to them. There are many new processes that require end-to-end encrypted communication, including distributed computing, endpoint architectures, and zero trust architectures and enterprise level security. In an end-to-end paradigm, the keys used for authentication, confidentiality, and integrity reside only with the endpoints. This paper examines a formulation that allows unbroken communication, while meeting the inspection and reporting requirements of a network defense. This work is part of a broader security architecture termed Enterprise Level Security (ELS)framework.
An Intrusion Detection System (IDS) monitors network traffic and alerts administrators of any suspicious or malicious activity detected. The Advanced Inspection and Prevention – Security Services Module (AIP-SSM) can perform intrusion detection in promiscuous mode, where it monitors traffic without interfering, or intrusion prevention in inline mode, where it actively blocks attacking traffic. The IDS provides benefits like reduced costs from infection cleanup, proactive network protection and monitoring, and near real-time updates to respond quickly to new threats when used alongside a Cisco ASA firewall.
RESOLVING NETWORK DEFENSE CONFLICTS WITH ZERO TRUST ARCHITECTURES AND OTHER E...IJNSA Journal
Network defense implies a comprehensive set of software tools to preclude malicious entities from conducting activities such as exfiltration of data, theft of credentials, blocking of services and other nefarious activities. For most enterprises at this time, that defense builds upon a clear concept of the fortress approach. Many of the requirements are based on inspection and reporting prior to delivery of the communication to the intended target. These inspections require decryption of packets and this implies that the defensive suite either impersonates the requestor, or has access to the private cryptographic keysof the servers that are the target of communication. This is in contrast to an end-to-end paradigm where known good entities can communicate directly and no other entity has access to the content unless that content is provided to them. There are many new processes that require end-to-end encrypted communication, including distributed computing, endpoint architectures, and zero trust architectures and enterprise level security. In an end-to-end paradigm, the keys used for authentication, confidentiality, and integrity reside only with the endpoints. This paper examines a formulation that allows unbroken communication, while meeting the inspection and reporting requirements of a network defense. This work is part of a broader security architecture termed Enterprise Level Security (ELS)framework.
This document provides an overview of cyber security challenges for industrial control systems (ICS) and introduces Darktrace's Industrial Immune System as an innovative solution. The key points are:
1) ICS networks face growing threats as they increasingly connect to corporate IT networks and the internet, but existing defenses like firewalls are inadequate. Attacks have caused damage at facilities like power plants and a German steel mill.
2) Darktrace's system implements a real-time "immune system" that analyzes network behavior to establish a baseline and detect anomalies, allowing threats to be identified early before they cause disruption.
3) Unlike rule-based systems, Darktrace adapts over time and can detect "unknown unknown"
This document discusses several topics related to cyber security including:
1. Windows security features such as User Account Control, BitLocker Drive Encryption, and Windows Firewall.
2. Network security challenges such as verifying user identity, protecting against DDoS attacks, and securing web applications.
3. Limitations of today's security solutions and how the modern workplace has increased risks from factors like telecommuting and use of mobile devices.
4. Types of internet security protocols and cryptography techniques as well as common forms of malicious software like viruses, worms, and trojan horses.
Report: Study and Implementation of Advance Intrusion Detection and Preventio...Deepak Mishra
This document discusses building an intrusion detection system that combines network-based and log-based detection. It proposes using the Security Onion distribution and its included tools like Snort, Sguil, Squert and OSSEC. It describes configuring Security Onion sensors to monitor network traffic and logs, storing alerts in databases, and using the management consoles to analyze alerts. The goal is to create a comprehensive security monitoring platform through centralized log management and correlation of network and host-based events.
The document discusses the formation of an IoT Security Task Force by the IoT Forum and CISO Platform to develop threat models, controls, and arrangements to improve IoT security. It proposes a "SECURENET" concept involving managed security network providers that would monitor IoT traffic and devices, block suspicious activity, and collaborate to identify security issues. The task force aims to provide fresh thinking around technical and legal approaches to attribute attacks and enable self-defense in IoT networks through a regulatory sandbox and cross-border response protocols. Critiques and improvements are invited.
Cloud-based IDS architectures : APPLYING THE IDS APPROACHES INTO THE CLOUD EN...Hassan EL ALLOUSSI
This document discusses intrusion detection systems (IDS) in cloud computing environments. It begins by defining cloud computing and describing its essential characteristics and deployment and service models. It then addresses security concerns in cloud computing, including threats from both insiders and outsiders. Next, it provides an overview of traditional IDS approaches, including host-based, network-based, and virtual machine-based systems. The document proposes several architectures for implementing IDS in clouds, including distributing sensors across cloud nodes, using a third-party monitoring service, integrating detection engines into cloud services, and taking a virtual machine-based approach. It concludes that the best approach combines behavioral and signature-based detection methods and can be implemented either by cloud providers or tenants
For what reason would it be advisable for you to pick TONEX for your SCADA Security Training?
SCADA Security Training course gives progressed SCADA specialized outline of the developing patterns, propelled applications, activities, administration and security. We have Providing SCADA and Automation and Security Training and counseling for more than 15 years with 20+ man-long periods of improvement encounter.
SCADA Security Training course covers all parts of Industrial Control System (ICS) security for a few kinds of control frameworks including: Supervisory Control and Data Acquisition (SCADA) frameworks, Distributed Control Systems (DCS) and Other control framework arrangements, for example, slide mounted Programmable Logic Controllers (PLC).
#Some of the highlights of the SCADA Security Training:
Understand concepts behind Industrial Control Systems (ICS) and SCADA Security
Learn about DCS, SCADA and Industrial Control Systems technology, Infrastructure, instrumentation, HMI and Data Historians
SCADA and ICS Characteristics, Threats and Vulnerabilities
SCADA and ICS Security Program Development and Deployment
SCADA Network Architecture
SCADA Security Controls
Learn Passive and Active Techniques
Explore the impact of Wireless communications on SCADA System Security Testing
Explore SCADA System Security Testing with Active Techniques
Understand SCADA vulnerabilities and different techniques behind exploiting SCADA Systems
Understand how SCADA defense techniques and procedures work
Identify the weak links and challenges in SCADA cybersecurity
Review the available solutions and standards for secure SCADA architectures
Examine the state of policies on data privacy and Internet security and their impact on SCADA
Define a “To Do” list of action items to secure the SCADA systems
ICS/SCADA Security Essentials Essentials for NERC Critical Infrastructure Protection
ICS Active Defense and Incident Response
Assessing and Exploiting SCADA and Control Systems
Critical Infrastructure and Control System Cybersecurity
SCADA Security Management
#Learn more about the following aspects of SCADA, ICS and DCS Security:
Understanding Control System Vulnerabilities
Understanding and Identifying SCADA and ICS Vulnerabilities
SCADA, Industrial Control System (ICS) and Distributed Control Systems (DCS) Exploitation
Securing and Protecting Industrial Control Systems (ICS)
ICS, DCS and PLC Penetration Testing, Exploiting and Vulnerability Assessments
Hacking SCADA using Nmap, Nessus and Metasploit
Hacking Remote Web Servers
SCADA SQL Injection Attack
Learn more about SCADA security training
SCADA Security Training
https://www.tonex.com/training-courses/scada-security-training/
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
A Darktrace Proof of Value is a 30-day free trial.
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During a 30-day trial, our quick to install software will discover what’s lurking inside your organization.
There is no commitment and you'll benefit from a dedicated account team with three tailor made reports by our expert Cyber Technologists.
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G. Gritsai, A. Timorin, Y. Goltsev, R. Ilin, S. Gordeychik, and A. Karpin, “S...qqlan
The document analyzes vulnerabilities in industrial control systems (ICS) from 2005 to 2012. Some key findings include:
1. The number of detected vulnerabilities has increased 20-fold since 2010, with more found in the first 10 months of 2012 than in all previous years combined.
2. Most common vulnerabilities allow remote code execution and authentication/authorization bypass. Approximately 65% are considered high or critical severity.
3. While most vendors fix the majority of issues, some vulnerabilities remain unpatched for over 30 days. Over 40% of internet-accessible ICS systems have known vulnerabilities.
• ERP security
• ICS security assessment
• Protection of payment applications, remote banking systems, ATMs • Cloud technologies and virtualization systems
• Detection of zero-day vulnerabilities and prevention of APT attacks • Use of Big Data in information security
• Analysis of source code and the SAST/DAST/IAST technologies
• Complex protection of web applications and portals
• Mobile platform and application security
This document contains a list of security researchers focused on industrial control systems and SCADA security to prevent industrial disasters. It also lists some of their research goals, including discovering zero-day vulnerabilities in industrial equipment from manufacturers like Schneider Electric, Siemens, and Rockwell Automation. The researchers were able to find over 10 zero-day vulnerabilities across various equipment in a two day period. Responsible disclosure of the vulnerabilities is currently in progress.
D1 t1 t. yunusov k. nesterov - bootkit via smsqqlan
Having developed a test set, we started to research how safe it is for clients to use 4G networks of the telecommunication companies. During the research we have tested SIM-cards, 4G USB modems, radio components, IP access network. First of all we looked for the vulnerabilities that could be exploited remotely, via IP or radio network.
And the result was not late in arriving. In some cases we managed to attack SIM-cards and install a malicious Java applet there, we were able to update remotely USB modem firmware, to change password on a selfcare portal via SMS and even to get access to the internal technological network of a carrier.
Further attack evolution helped to understand how it is possible to use a simple SMS as an exploit that is able not only to compromise a USB modem and all the communications that go through it, but also to install bootkit on a box, that this modem is connected to.
Миссиоцентрический подход к кибербезопасности АСУ ТПqqlan
Сейчас достаточно часто можно встретить исследование в котором говорится, что с безопасностью АСУ ТП “все плохо”. Множественные уязвимости, старые операционные системы, подключения к внешним сетям... Ну и что из этого? –скажет инженер-технолог, и усмехнувшись надо “целосностью, доступностью, конфиденциальностью” отправится перечитывать ПТЭ. И иногда он будет прав.
В рамках доклада на основе опыта практического анализа кибербезопасности интеллектуальных электросетей Европы будет продемонстрировано использование миссиоцентрического подхода для моделирования угроз и практического анализа рисков, связанных с использованием микропроцессорных устройств.
This document provides a cheat sheet of industrial control system (ICS) devices including their default credentials, network information, and search queries to identify them. It lists common SCADA and PLC brands like Siemens, Rockwell, Schneider Electric, GE and their associated products along with default usernames, passwords, ports and protocols that can be exploited for unauthorized access. The document appears to be intended to help identify unsecured ICS devices and systems on the internet and internal networks.
Optimized Intrusion Detection System using Deep Learning Algorithmijtsrd
A method and a system for the detection of an intrusion in a computer network compare the network traffic of the computer network at multiple different points in the network. In an uncompromised network the network traffic monitored at these two different points in the network should be identical. A network intrusion detection system is mostly place at strategic points in a network, so that it can monitor the traffic traveling to or from different devices on that network. The existing Software Defined Network SDN proposes the separation of forward and control planes by introducing a new independent plane called network controller. Machine learning is an artificial intelligence approach that focuses on acquiring knowledge from raw data and, based at least in part on the identified flow, selectively causing the packet, or a packet descriptor associated with the packet. The performance is evaluated using the network analysis metrics such as key generation delay, key sharing delay and the hash code generation time for both SDN and the proposed machine learning SDN. Prof P. Damodharan | K. Veena | Dr N. Suguna "Optimized Intrusion Detection System using Deep Learning Algorithm" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-2 , February 2019, URL: https://www.ijtsrd.com/papers/ijtsrd21447.pdf
Paper URL: https://www.ijtsrd.com/engineering/other/21447/optimized-intrusion-detection-system-using-deep-learning-algorithm/prof-p-damodharan
This document discusses intrusion detection systems (IDS), beginning with historical examples of cyber attacks. It describes the role of firewalls in network security and how IDS serve as a complementary technique to firewalls by monitoring network traffic and detecting intrusions. The document outlines different types of IDS, including host-based, network-based, and hybrid systems. It also covers common intrusion detection techniques and the limitations of IDS in providing comprehensive security.
Network security is important to protect systems from attacks. Firewalls act as the first line of defense, blocking unauthorized incoming and outgoing network traffic based on security rules. Different types of firewalls operate at different layers of the OSI model and provide varying levels of security. No single security measure can guarantee protection, so a defense-in-depth approach using firewalls along with other tools like intrusion detection systems is recommended.
A secure intrusion detection system against ddos attack in wireless mobile ad...vishnuRajan20
At Softroniics we provide job oriented training for freshers in IT sector. We are providing IEEE project guidance and Final year project guidance. We are Pioneers in all leading technologies like Android, Java, .NET, PHP, Python, Embedded Systems, Matlab, NS2, VLSI, Modelsim, Tanner, Xilinx etc. We are specializiling in technologies like Big Data, Cloud Computing, Internet Of Things (iOT), Data Mining, Networking, Information Security, Image Processing and many other. We are providing long term and short term internship also. We are also providing IEEE project support at Calicut, Thrissur and Palakkad. For more details contact 9037291113, 7907435072
Iaetsd reducing security risks in virtual networks byIaetsd Iaetsd
This document proposes a software switching solution called Effective Intrusion Detection and reducing Security risks in Virtual Networks (EDSV) to address security risks in virtual networks, specifically distributed denial of service (DDoS) attacks. EDSV uses a novel alert correlation algorithm and attack graph model to detect DDoS attacks. It also incorporates software switching to isolate compromised virtual machines for investigation. This reduces infrastructure response time and CPU utilization compared to existing approaches.
Review Paper on Predicting Network Attack Patterns in SDN using MLijtsrd
Software Defined Networking SDN provides several advantages like manageability, scaling, and improved performance. SDN has some security problems, especially if its controller is defense less over Distributed Denial of Service attacks. The mechanism and communication extent of the SDN controller is overloaded when DDoS attacks are performed against the SDN controller. So, as results of the useless flow built by the controller for the attack packets, the extent of the switch flow table becomes full, leading the network performance to decline to a critical threshold. The challenge lies in defining the set of rules on the SDN controller to dam malicious network connections. Historical network attack data are often wont to automatically identify and block the malicious connections. In this review paper, we are going to propose using ML algorithms, tested on collected network attack data, to get the potential malicious connections and potential attack destinations. We use four machine learning algorithms C4.5, Bayesian Network BayesNet , multidimensional language DT , and Naive Bayes to predict the host which will be attacked to support the historical data. DDoS attacks in Software Defined Network were detected by using ML based models. Some key features were obtained from SDN for the dataset in normal conditions and under DDoS attack traffic. Dr. C. Umarani | Gopalshree Kushwaha "Review Paper on Predicting Network Attack Patterns in SDN using ML" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-6 , October 2020, URL: https://www.ijtsrd.com/papers/ijtsrd35732.pdf Paper Url: https://www.ijtsrd.com/computer-science/computer-network/35732/review-paper-on-predicting-network-attack-patterns-in-sdn-using-ml/dr-c-umarani
Firewalls are used to securely interconnect private networks to the Internet and protect them from external threats. They implement an organization's security policy by filtering network traffic and only allowing authorized connections based on properties like source/destination addresses and ports. There are different types of firewalls that operate at various layers of the network model and use techniques like packet filtering, application proxies, authentication, and content inspection to enforce security. Organizations should choose a firewall configuration based on their specific security needs, from dual-homed gateways to screened subnets in demilitarized zones.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Secure intrusion detection and countermeasure selection in virtual system usi...eSAT Publishing House
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
The document discusses a study and implementation of unified threat management (UTM) and web application firewall (WAF) at the Defence Research and Development Organisation (DRDO) in India. It describes common internal and external threats organizations face, how UTM provides centralized security functions through a single management console, and how WAF protects against attacks like SQL injection, cross-site scripting, denial of service attacks, and session hijacking that target web applications. The advantages of UTM include reduced complexity, ease of deployment, and integration capabilities, while disadvantages include lower performance and potential vendor lock-in for large organizations.
CISA GOV - Seven Steps to Effectively Defend ICSMuhammad FAHAD
INTRODUCTION
Cyber intrusions into US Critical Infrastructure systems are happening with increased frequency. For many industrial control systems (ICSs), it’s not a matter of if an intrusion will take place, but when. In Fiscal Year (FY) 2015, 295 incidents were reported to ICS-CERT, and many more went unreported or undetected. The capabilities of our adversaries have been demonstrated and cyber incidents are increasing in frequency and complexity. Simply building a
network with a hardened perimeter is no longer adequate. Securing ICSs against the modern threat requires well-planned and well-implemented strategies that will provide network defense
teams a chance to quickly and effectively detect, counter, and expel an adversary. This paper presents seven strategies that can be implemented today to counter common exploitable
weaknesses in “as-built” control systems.
Seven recommendations for bolstering industrial control system cyber securityCTi Controltech
Recommendations from ICS-CERT, the Industrial Control System Cyber Emergency Response Team, a division of Department of Homeland Security. Seven basic steps to follow that will substantially boost cyber security and generate awareness of the threat potential
This paper presents seven strategies that can be implemented today to counter common exploitable weaknesses in “as-built” control systems. Length is 6 pages.
NCCIC - Seven Steps for Achieving Cybersecurity for Industrial Control SystemsMiller Energy, Inc.
This paper presents seven strategies that can be implemented today to counter common exploitable weaknesses in “as-built” control systems for industrial processes and operations.
Defending Industrial Control Systems From CyberattackCTi Controltech
Industrial control systems of all types and vintages likely are exposed to some level of unauthorized intrusion. Individuals and organizations with nefarious intent will try to gain access to information or control elements, stealing data or causing a range of inappropriate operations.
IRJET- Detection and Isolation of Zombie Attack under Cloud ComputingIRJET Journal
1) Cloud computing allows on-demand access to computing resources over the internet. However, this architecture is vulnerable to security attacks like zombie attacks.
2) A zombie attack occurs when an unauthorized user takes control of a virtual machine and uses it to launch denial-of-service attacks by sending useless traffic. This degrades network performance.
3) The paper proposes a technique for detecting malicious users and isolating zombie attacks in cloud computing networks using strong authentication. It aims to improve security in cloud architectures.
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
1. The document proposes a framework to improve web services security called Robust Encryption and Decryption (RED). RED includes a common set of encryption algorithms deployed in browsers and web servers.
2. The framework also defines a Standard Encryption Syntax (SES) to allow web applications to communicate with RED for encrypting and decrypting content. Developers can select algorithms from RED and reference them using SES tags.
3. The framework aims to provide stronger encryption than SSL/TLS but with less complexity, cost, and performance impact. It could help secure communication against various network attacks.
Top encryption tools like McAfee are popular among business users. McAfee provides full disk encryption for desktops, laptops, and servers. The algorithm uses Advanced Encryption Standard(AES) with 256-bit keys. McAfee AES is certified by US Federal Information Processing Standard. There is also ready integration of multi-layer authentication.
Similar to Web-style Wireless IDS attacks, Sergey Gordeychik (20)
SCADA StrangeLove: Too Smart Grid in da Cloud [31c3]qqlan
For two years SCADA StrangeLove speaks about Industrial Control Systems and nuclear plants. This year we want to discuss Green Energy. Our hackers' vision of Green Energy, SmartGrids and Cloud IoT technology.
We will also speak about the security problems of traditional "heavy" industrial solutions, about the things that Zurich Airport and Large Hadron Collider have in common On top of it you will learn about our new releases, some funny and not so funny stories about discovery and fixing of vulnerabilities and the latest news from the front struggling for the Purity of Essence. Our latest research was devoted to the analysis of the architecture and implementation of the most wide spread platforms for wind and solar energy generation which produce many gigawatts of it. It may seem (not) surprising but the systems which manage huge turbine towers and household PhotoVoltaic plants are not only connected to the internet but also prone to many well known vulnerabilities and low-hanging 0-days. Even if these systems cannot be found via Shodan, fancy cloud technologies leave no chances for security. We will also speak about the security problems of traditional "heavy" industrial solutions, about the things that Zurich Airport and Large Hadron Collider have in common and why one should not develop brand new web server. Specially for the specialists on the other side of the fences, we will show by example of one industry the link between information security and industrial safety and will also demonstrate how a root access gained in a few minutes can bring to nought all the years of efforts that were devoted to the improvement of fail-safety and reliability of the ICS system. On top of it you will learn about our new releases, some funny and not so funny stories about discovery and fixing of vulnerabilities and the latest news from the front struggling for the Purity of Essence.
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➤Speaker: Sergey Gordeychik, Aleksandr Timorin
This document lists the names of researchers in a group focused on industrial control systems and SCADA security. It also lists some key areas of focus for the group including finding similarities, popular HMI systems, and mentions looking at vulnerabilities in Apache HTTP servers by reviewing CVE details and RFC documents. The document provides a website for the group and credits sources for any pictures used.
Firebird Interbase Database engine hacks or rtfmqqlan
This document summarizes techniques for hacking into Firebird/Interbase database engines, which have a very small 1% market share compared to databases like MySQL, MSSQL, Oracle, and PostgreSQL. It describes how an attacker can create files on the system containing web shells by inserting malicious code into database tables and committing it. It also explains how to achieve remote code execution on Linux and Windows systems by declaring external functions that execute system commands via the libc library or Windows API calls like WinExec.
This document summarizes the scadasl.org website, which is focused on industrial control system (ICS) and SCADA security. It describes the group of security researchers involved in the organization and their goals of preventing industrial disasters and maintaining system integrity. It provides overviews of the group's work analyzing SCADA systems on the internet, vulnerabilities in common ICS protocols and components, and methods for identifying devices and finding vulnerabilities.
This document is a cheat sheet listing various industrial control system, supervisory control and data acquisition (ICS/SCADA), and programmable logic controller (PLC) devices along with their associated protocols and banners. It includes over 100 entries from vendors such as ABB, Schneider Electric, Allen-Bradley, Siemens and others. Each entry lists the vendor, product name, communication protocol (such as FTP, SNMP, Modbus), and any identifying banner text that may be present. The cheat sheet is intended to help identify these types of internet-connected devices.
SCADA deep inside:protocols and software architectureqqlan
Speakers: Alexander Timorin, Alexander Tlyapov, Gleb Gritsai
This talk will feature a technical description and a detailed analysis of such popular industrial protocols as Profinet DCP, IEC 61850-8-1 (MMS), IEC 61870-5-101/104, based on case studies. We will disclose potential opportunities that those protocols provide to attackers, as well as the authentication mechanism of the Siemens proprietary protocol called S7.
Besides protocols, the results of the research called Siemens Simatic WinCC will be presented. The overall component interaction architecture, HTTP protocols and interaction mechanisms, authorization and internal logic vulnerabilities will be shown.
The talk will be concluded with a methodological approach to network protocol analysis, recommendation, and script release.
This document contains information about an industrial control systems (ICS) security group including their goals, objectives, and vulnerabilities they focus on. It lists the members of the group and provides information on typical ICS network configurations, protocols used including Modbus, Profinet, DNP3, and others. It also discusses tools and scripts for assessing these protocols and mentions past vulnerabilities the group has found.
The document discusses exploiting a MySQL database honeypot by tricking clients into sending file contents. It suggests skipping the client request and just sending a server response asking for a file, which could then be used to automatically extract files from clients. The document also references using tools like msfconsole and setting up a man-in-the-middle attack to intercept requests and files.
Application Inspector is a single, user-friendly solution that allows users to quickly find and fix security vulnerabilities in applications. It uses a combination of static application security testing (SAST), dynamic application security testing (DAST), and interactive application security testing (IAST) to identify vulnerabilities. When vulnerabilities are detected, Application Inspector automatically generates exploit vectors to demonstrate how vulnerabilities could be used in attacks. It integrates with the development process and products from Positive Technologies to provide unified security across networks, web applications, mobile applications, and ERP systems.
This document summarizes XML out-of-band data retrieval attacks using XML external entities. It discusses how XML external entities can be used to retrieve files from remote servers or make requests to external resources. It also covers how entities defined in attributes can be used to bypass restrictions on external entity references. The document demonstrates these attack techniques and outlines tools that can automate XML out-of-band exploitation.
Positive Technologies - S4 - Scada under x-raysqqlan
This document summarizes a presentation given by Sergey Gordeychik, Gleb Gritsai, and Denis Baranov on analyzing the security of WinCC SCADA software. It introduces the presenters and their backgrounds in industrial control system security research. They discuss common vulnerabilities found in WinCC like SQL injection, XSS, and password disclosure. The researchers provide an overview of the WinCC architecture and its various components. They analyze vulnerabilities in the WinCC project files and communication protocols. The presentation aims to bring more attention to automating security assessments of industrial control systems.
This document provides guidance on hardening the security of Siemens Simatic WinCC Flexible 2008 human-machine interface (HMI) software. It outlines configuration steps to strengthen the operating system, database management system, additional protection measures, WinCC Flexible system parameters, runtime security settings, access settings, Sm@rtServer security, MiniWeb security, OPC server security, web service security, and SMTP security. The document contains over 10 sections with over 100 specific configuration recommendations to lock down the WinCC Flexible 2008 system and protect industrial assets.
This document profiles several security researchers focused on industrial control systems:
- Sergey Gordeychik is the CTO of Positive Technologies and director of Positive Hack Days, focusing on ICS/SCADA security research.
- Gleb Gritsai and Denis Baranov are researchers at Positive Technologies working on network security, forensics, and challenges related to ICS/SCADA systems.
- The group collaborates to research vulnerabilities in common ICS/SCADA platforms like Siemens, Rockwell, Schneider Electric to help secure critical infrastructure systems from cyber attacks.
This document provides a cheat sheet of industrial control system (ICS) and SCADA products along with relevant Google dorks and network information to identify them. It lists common ICS vendors like Siemens, Allen-Bradley, Schneider Electric, General Electric and their products along with identifiers like default credentials, open ports, and SNMP strings that can be used for discovery and identification on Google, Shodan, or a network.
This document summarizes vulnerabilities found in popular local web development environments like XAMPP, and how they can be exploited to perform cross-site scripting (XSS) and SQL injection attacks. It describes how an attacker could use XSS to upload a JavaScript file, add it to the page head, and then execute commands by communicating with a control server over JSONP. The script would then use the vulnerabilities in phpMyAdmin to create a web shell file and delete itself, allowing the attacker to hard-code commands to steal system information from the victim.
How to hack a telecom and stay alive
Speaker: Sergey Gordeychik
Penetration testing of telecommunication companies' networks is one of the most complicated and interesting tasks of this kind. Millions of IPs, thousands of nodes, hundreds of Web servers and only one spare month. What challenges are waiting for an auditor during the telecom network testing? What to pay attention on? How to use the working time more effectively? Why is the subscriber more dangerous than hacker? Why is contractor more dangerous than subscriber? How to connect vulnerability with financial losses? Sergey Gordeychik will tell about it and the most significant and funny cases of penetration testing of telecommunication networks in his report.
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.
Measuring the Impact of Network Latency at TwitterScyllaDB
Widya Salim and Victor Ma will outline the causal impact analysis, framework, and key learnings used to quantify the impact of reducing Twitter's network latency.
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
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
Kief Morris rethinks the infrastructure code delivery lifecycle, advocating for a shift towards composable infrastructure systems. We should shift to designing around deployable components rather than code modules, use more useful levels of abstraction, and drive design and deployment from applications rather than bottom-up, monolithic architecture and delivery.
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).
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.
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.
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.
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.
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.
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.
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
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.