In the event, Vehere showcased its cutting-edge AI Network Security solution, which combines both AI Network Detection and Response (NDR) and AI Network Forensics (NF). It helps strengthen the security posture of enterprises by using machine learning, rule-based techniques, and advanced analytics. Vehere NDR detects suspicious activities in encrypted and non-encrypted traffic that conventional security tools are missing out on, and Vehere NF supports investigation and analysis of the root cause of network leakage, data theft, and suspicious network traffic.

Vehere’s team of cyber-experts, Ramsunder Papineni, Vipul Kumra, Ravi Kapoor, and Sanjay Bhardwaj, actively engaged with event attendees, demonstrating the advantages of the Vehere AI Network Security solution. They illustrated how this solution can fortify enterprise networks by providing real-time threat detection, proactive threat hunting, and comprehensive forensic analysis. Notably, Ramsunder Papineni, Vehere’s President–Global Sales, delivered an engaging presentation during a panel discussion themed ‘SecOps: How to Choose? …SIEM, SOAR, XDR, MSS, MDR, and XMDR’. His insightful dialogue captured the audience’s attention, empowering them to make discerning choices while navigating the spectrum of SecOps strategies available.

Praveen Jaiswal, the Co-founder of the company, who was also present at the event, shared his thoughts on the event, stating, “AISS 2023 marked an exceptional milestone for us as we got the opportunity to present our AI Network Security solution. Its remarkable efficacy and reliability piqued substantial interest among industry peers, thereby affirming the strong requirement for this solution. I am confident that our technology is poised to become the preferred choice for enterprises seeking robust security measures against cyber threats.”

About Vehere

Vehere is a revolutionary cybersecurity company boldly merging the realms of national security and enterprise security through a single, powerful platform. With a strong global presence and unparalleled expertise in cyber network intelligence, Vehere is radically changing the way organizations and governments protect themselves from cyber threats.

Vehere: Hunt Before Breach

#vehere #cybersecurity #networksecurity #AISS2023

Contact

Sreya Sengupta
sreya.sengupta@vehere.com 

Logo: https://mma.prnewswire.com/media/2268795/Vehere__Logo.jpg

SOURCE Vehere

https://www.prnewswire.com/news-releases/veheres-ai-network-security-solution-steals-the-show-at-aiss-2023-302023729.html

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Unlike humans who effortlessly predict trajectories, machine learning models lack these basic intuitions about the physical world. Even after thousands of examples, a neural network may never truly comprehend human-level abstraction. This shortcoming stems from their struggle to learn fundamental symmetries and conservation laws.

A Promising Solution: Lagrangian Neural Networks

Addressing this challenge, Sam Greydanus, a resident at Google Brain, in collaboration with peers Miles Cranmer, Peter Battaglia, David Spergel, Shirley Ho, and Stephen Hoyer, has published an intriguing paper. This paper offers fresh insights into Lagrangian neural networks (LNNs) and why they are pivotal in bridging the gap between machines and nature.

Understanding Lagrangian Neural Networks (LNNs)

The Double Pendulum Analogy

To unveil the secrets of nature’s underlying dynamics, the authors employ a captivating analogy involving a double pendulum—a pendulum attached to another pendulum, renowned for representing chaos in motion.

In this analogy, a physical system is defined by coordinates (x_t=(q,q˙)). For example, a double pendulum can be characterized by the angles it forms and its angular velocities.

As a double pendulum swings, the coordinates on its body move from one point to another—an intuitive concept. However, what induces chaos is the multitude of possible paths these coordinates can take between the initial (x_0) and final (x_1) positions.

Lagrangian mechanics elucidates that any action can be expressed as a function of potential energy (position-based energy) and kinetic energy (motion-based energy). This action is expressed as follows:

The intriguing property of ‘S’ in the equation lies in the fact that, among all the conceivable paths between x_0 and x_1, there exists only one path that results in a stationary value of ‘S.’ This path is the one that nature consistently follows—the principle of least action.

Understanding the conservation of energy laws allows us to define the action of the body in question, ultimately enabling us to predict its path with remarkable accuracy.

However, neural networks often falter in grasping the concept of energy conservation. This is where Lagrangian Neural Networks (LNNs) step in to fill the void.

The Implication of LNNs

LNNs hold immense potential, especially in the domains of robotics and reinforcement learning. These networks can comprehend the conservation of energy solely from data, opening up new avenues for research and application. With LNNs, the authors have successfully intertwined the fundamental principles of nature with artificial neural networks.

The Significance of LNNs

Honoring a Mathematical Pioneer: Joseph-Louis Lagrange

Joseph-Louis Lagrange, a polymath born in Italy in 1736, left an indelible mark on the world of science and mathematics. By the age of 20, he had already introduced the principle of least action in the dynamics of solid and fluid bodies. His work on finding the path taken by bodies, no matter how chaotic their movements, still resonates in cutting-edge fields like deep learning.

While the fundamentals of mathematics are timeless, the application of these principles to enhance neural networks represents a fascinating idea. The universe’s models are scrutinized for their symmetries during the formulation of a model. These symmetries correspond to the laws of conservation of energy and momentum, concepts that neural networks struggle to grasp.

To address these shortcomings, Greydanus and his peers introduced Hamiltonian Neural Networks (HNNs) last year. These networks can learn invariant quantities directly from pixel data. Taking a step further, Lagrangian Neural Networks (LNNs) can learn Lagrangian functions from data, without the need for canonical coordinates, a distinction from HNNs.

In a comparative analysis, Lagrangian Neural Networks emerge as frontrunners when pitted against other related work. Their potential to revolutionize the scientific community leaves us eagerly awaiting further breakthroughs.

The post Bridging the Gap: Lagrangian Neural Networks and the Laws of Physics first appeared on AITechTrend.

1. Bitdefender Box: Protecting All Your Smart Devices

Bitdefender Box is an exceptional firewall hardware solution that provides comprehensive protection for all types of smart devices. Once installed, this device effectively blocks malware, prevents password theft, safeguards against identity theft, and fends off hacker attacks across all internet-connected devices. Bitdefender Box is compatible with various operating systems, including Windows, Mac, iOS, and Android. Additionally, it offers VPN (Virtual Private Network) capabilities, ensuring secure and private internet connections. This firewall hardware can also be utilized on a personal level, especially by parents seeking to protect their children from accessing inappropriate websites.

2. CUJO AI Smart Internet Security: Embracing the Power of AI and Machine Learning

While many security vendors still heavily rely on signature-based detection, CUJO AI stands out by utilizing cutting-edge technologies such as machine learning, data science, and AI. Their firewall, one of their flagship products, delivers unparalleled protection. The firewall’s machine learning classifier undergoes continuous training on diverse datasets, allowing it to identify malicious activities and anomalies within network traffic effectively. By analyzing behavioral patterns, CUJO AI’s firewall can predict potential dangers posed by websites or applications, providing advanced threat detection. With its multi-solution AI-driven software platform, CUJO AI offers network operators a powerful and intelligent firewall solution.

3. Firewalla: Simplified Firewall Protection for Everyone

Firewalla is a highly popular and user-friendly hardware firewall suitable for both homeowners and business owners with limited technical knowledge. This firewall solution combines multiple functionalities, including Firewall, IDS (Intrusion Detection System), IPS (Intrusion Prevention System), Behavior Engine, Network Management Station, and VPN server. Incorporating AI technology, Firewalla detects and alerts users about new devices connecting to the network, ensuring maximum security. It also promptly disables suspicious devices attempting to breach the network’s security, providing comprehensive protection against potential intrusions. Notably, Firewalla alerts users when they click on malicious links (such as phishing or malware) on their PC, tablet, or phone, and also detects instances where malware or infected files are being installed on connected devices.

4. FortiGate Next Generation: High-Performance Security for Your Network

The FortiGate Next Generation firewall, developed by Fortinet, offers high-performance network security, effectively preventing unauthorized access to your network. This firewall hardware provides advanced features such as application and user visibility, SSL inspection, and detection of unknown threats. With FortiGate, you have the ability to establish customized internet rules, enforce granular security policies, and gain visibility into users and devices for various applications. The firewall also offers real-time views of network activity through actionable application and risk dashboards and reports, empowering you to enhance your cybersecurity infrastructure significantly.

5. Protectli: Industry-Leading Firewall Devices

Protectli is a reputable provider of firewall devices known for offering some of the best options in the industry. Their products range from devices with 2 ports to those with 6 ports, catering to diverse network requirements. All Protectli firewall appliances feature a fanless and solid-state design, ensuring durability and longevity. An outstanding advantage of these appliances is their open-source nature, allowing users to have full control over the operating system that runs their network. With Intel-powered hardware, Protectli firewall devices deliver exceptional performance and reliability. To explore the available options, please visit their website.

6. SonicWall TZ400: Power-Packed Internet Drawbridge

SonicWall, headquartered in Silicon Valley, is renowned for its cybersecurity solutions. Among their top-tier products is the SonicWall TZ400 firewall hardware. This powerful firewall acts as an internet drawbridge, ensuring that intruders have no access to your network. The SonicWall TZ400 is equipped with SonicWall’s patented Reassembly-Free Deep Packet Inspection technology, providing enhanced security. Additionally, this firewall device offers lightning-fast transfer rates, supports multiple WAN (Wide Area Network) connections, and effectively protects against high-end attacks like Denial of Service (DoS). With its comprehensive features, the SonicWall TZ400 firewall is an excellent choice for taking your cybersecurity infrastructure to the next level.

7. SonicWall SOHO: Uncompromising Security for Small Offices

The SonicWall SOHO firewall device is designed to provide small offices with big-business protection and uncompromising security across both wired and wireless networks. By utilizing the TZ Series Unified Threat Management (UTM) firewalls, SonicWall ensures comprehensive network protection. The firewall covers multiple security aspects, including intrusion prevention, network-based anti-malware mitigation, content and URL filtering, and anti-spam services. SonicWall SOHO performs traffic inspection across all ports without compromising performance, offering a reliable and efficient firewall solution for businesses of all sizes.

8. Ubiquiti Unifi Security Gateway: Advanced Firewall and Router Combo

Ubiquiti Unifi Security Gateway is a versatile device that functions as both a router and a firewall. With its gigabit Ethernet speeds, this two-in-one solution effectively safeguards your network from intruders. By routing all incoming traffic through the firewall before reaching the router, Ubiquiti Unifi Security Gateway ensures thorough monitoring and protection of incoming data. Additionally, this advanced firewall device offers a range of network management features, enabling you to efficiently manage and secure your network infrastructure. Suitable for both home and business networks, Ubiquiti Unifi Security Gateway is a reliable choice for enhancing your cybersecurity defenses.

9. WatchGuard Firebox T15: Secure Protection for Remote Workers

WatchGuard Firebox T15 is a versatile firewall device that can be seamlessly deployed in various network environments. Particularly well-suited for small or home offices, the Firebox T15 provides full UTM protection for remote workers and smaller sites. With its Total Security Suite, this firewall hardware offers cost-effective security solutions, including ransomware prevention and data loss prevention. WatchGuard Firebox T15 ensures that your network remains secure and protected from a wide range of threats, making it an ideal choice for businesses seeking comprehensive cybersecurity measures.

10. Zyxel ZyWALL 110: Enhanced Protection with VPN Capabilities

Zyxel ZyWALL 110 is a VPN firewall designed to deliver robust protection against cyber-attacks without compromising network performance. This firewall hardware solution offers security for both local and remote networks, allowing users to establish secure VPN connections to their local networks even when accessing them remotely. With its faster processing capability, ZyWALL 110 prevents attackers from decrypting VPN tunnels, ensuring secure communication. Furthermore, this firewall device automatically switches to the backup connection in case of primary link failure and seamlessly switches back to the primary connection once it is back online. Another notable feature of ZyWALL 110 is its website content filter, a vital component of any firewall. With its comprehensive features and reliable performance, ZyWALL 110 has become a sought-after firewall solution in the industry.

In conclusion, protecting your organization’s data and network from cyber threats is of utmost importance in today’s digital landscape. A robust cybersecurity infrastructure begins with a reliable firewall. The top 10 firewall hardware options discussed in this article offer advanced features, exceptional performance, and comprehensive protection. Whether you’re a homeowner looking to secure your home network or a small business owner aiming to fortify your cybersecurity defenses, these firewall devices provide the necessary tools and functionalities to safeguard your valuable data. By implementing the right firewall hardware, you can ensure a secure online environment, mitigate potential risks, and stay one step ahead of cyber attackers.

The post Boost Your Cybersecurity Infrastructure with These Top 10 Firewall Hardware Solutions first appeared on AITechTrend.

The question is what should you be doing when an attack has occurred or is currently happening? Corporate internet does have significant approaches and measures since they need to protect their data and services from the attack.

However, if an attack has been initiated on your home network, you’re in quite jeopardy. That’s why we’ve prepared a list of actions that you can run when you’re facing such a situation. Let’s check them out now:

Contacting Support Services

Amongst the remedies, the first thing you can do is report an attack to your internet provider. It’s to ensure that the ISP itself takes precautions so that the attack doesn’t escalate further. In addition, the support can help take the right actions that can help mitigate the attack or reduce the damage.

For instance, Xfinity customer service already uses high-end preventive measures so that its clients remain safe from such attacks. Since they’re readily available, you can reach out and let them know if you’re facing such an issue, and it’ll be resolved, or more importantly, handled with precautions.

Disconnecting the Internet

Before you even contact customer services, it’s important to disconnect your internet in case you’re aware that a cyberattack is currently in execution. One of the ways that a cyberattack initiates is via the internet.

Even though there’s no guarantee that the attack will cease, still, disconnecting the internet will help mitigate the instance. The reason why there’s no guarantee is because of the type of attack.

The greater the severity of the attack, the greater the threat and the little the impact of precautions and preventive measures. However, it also helps mitigate the spread of the attack to other connected devices.

Disabling Remote Access

Another fix or preventive measure that you can take is to disable remote access. Though it’ll be disabled when you’ll be disconnecting the internet, still, it’s important that you disable the function completely.

That way, the attacker cannot access your device remotely, which is highly possible since access to your device means that the attacker will turn on the internet. Or in most cases, the attacker will use malware that will disable your firewall while keeping the internet connection on.

That is why we recommended that you disconnect the internet on the top priority of the fixes since it’ll mitigate the malware to spread and continue its function.

Checking on your Data

If a breached has in fact occurred, then it’s time to check on your data. The primary target of every cyberattack is to damage or steal the data of the victim. Even if you’re not a corporate identity, the attacker will initiate the attack to steal your information and use it for ransom (ransomware is a classic example).

In other cases, a phishing attack will be initiated which will steal your data to be used for identity theft later. That is why you need to assess whether your data has been accessed by unauthorized users or not.

The first contact should be your financial companies since the attacker will go after your banking accounts. In case the data has been stolen or corrupted, ensure to get your account blocked. You can later use a backup to restore whatever you can, but only once you’re clear of the attack.

Monitoring Activities

Sometimes that attacker only initiates the attack, which is then paused to see how the victim is acting. In such cases, you should ensure that the device doesn’t have access to other nodes in the network so that other devices don’t get affected.

In addition, ensure to monitor the activity on your device. This will make it easier whether the attack is still in place or not. In most cases, the attacker plants spyware so that the device’s activity can be monitored.

Only restore backups and reconnect to the primary internet connection when you’re absolutely sure that the attack has ceased or remedies have been applied. You should also check on your device’s firewall and security software to see if they’re enabled or disabled again.

Changing Credentials

Once you’re clear of the attack, it’s time to run some precautionary measures. Kick things off by enabling firewalls, strengthening the security system, and running a complete scan of your device multiple times.

Make sure that the security system you’re using has adequate tools for scanning for different malware, particularly spyware. In addition, change credentials for everything since a breach means that the attacker already has them and can access the accounts whenever he wants.

You need to set strengthened passwords and add multi-factor authentication so that any attempt at cracking your password will trigger an alert for you. In addition, ensure that you’re using parental controls so that your children don’t access malicious websites in any manner.

Closing Thoughts

Well, it’s unfortunate if you’re facing a cyberattack on your home internet. However, you need to run adequate actions such as the ones mentioned above so that the damages can be mitigated. Ensure that you strengthen your security and take your internet company’s help in this instance.

The post What to Do In Case Of a Cyberattack on Your Home Network? first appeared on AITechTrend.

Introduction

Operating systems provide a platform for users to interact with their computers and manage software applications. They control the hardware resources, facilitate communication between software and hardware components, and ensure the overall functionality of the system. When it comes to cybersecurity, the choice of operating system becomes crucial, as different systems have distinct security features, vulnerabilities, and approaches to handling threats.

Understanding the Importance of Operating Systems in Cybersecurity

Before diving into the specific details of Windows, macOS, and Linux, it is essential to understand why operating systems are crucial for cybersecurity. The operating system acts as the first line of defense, implementing security mechanisms such as user authentication, access control, and data encryption. It also manages security updates, patches vulnerabilities, and offers a secure environment for running applications. A robust and secure operating system is a fundamental requirement for maintaining cybersecurity.

Windows: A Comprehensive Analysis

Overview of Windows OS

Windows, developed by Microsoft, is the most widely used operating system globally. Its popularity stems from its user-friendly interface, vast software compatibility, and extensive hardware support. Windows offers various versions, with Windows 10 being the latest iteration. It provides a familiar environment for users and is often the go-to choice for personal and business use.

Security Features and Vulnerabilities

Windows has made significant strides in enhancing its security features over the years. It incorporates features such as Windows Defender Antivirus, Windows Firewall, and Windows Security Center, which provide essential protection against malware, viruses, and other threats. However, Windows has also been a primary target for attackers due to its widespread adoption, making it more vulnerable to security breaches if not properly managed.

Pros and Cons of Windows for Cybersecurity

Windows offers a range of benefits for cybersecurity, including its extensive software support, ease of use, and a broad user base, which results in a vast community for support and knowledge sharing. However, Windows is often criticized for its susceptibility to malware, frequent security updates, and occasional compatibility issues. It requires proactive management and regular patching to ensure a secure environment.

macOS: A Deep Dive

Overview of macOS

macOS, developed by Apple Inc., is the operating system designed exclusively for Apple’s Mac computers. Known for its sleek and intuitive user interface, macOS offers a seamless user experience and is particularly popular among creative professionals and individuals who value aesthetics and simplicity.

Security Features and Vulnerabilities

macOS has long been considered a secure operating system due to its robust architecture and built-in security features. It incorporates technologies like Gatekeeper, XProtect, and FileVault, which provide protection against malware, unauthorized software installations, and data encryption. However, it is not immune to security vulnerabilities and has faced occasional security breaches and exploits.

Pros and Cons of macOS for Cybersecurity

macOS offers several advantages for cybersecurity, including a secure default configuration, strong protection against malware, and a closed ecosystem that limits the installation of unauthorized software. Additionally, Apple’s focus on privacy and regular security updates enhances the overall security posture of macOS. However, macOS has a smaller market share compared to Windows, making it a less attractive target for attackers but also limiting the availability of specific software and tools.

Linux: Exploring the Open-Source Alternative

Overview of Linux

Linux is an open-source operating system that is built collaboratively by a global community of developers. It is known for its flexibility, stability, and customization options. Linux distributions, such as Ubuntu, Fedora, and Debian, cater to various user preferences and requirements.

Security Features and Vulnerabilities

Linux benefits from its open-source nature, as it undergoes constant scrutiny and receives rapid security updates from the community. It has a robust security architecture, with features like user privilege separation, strong file permissions, and a built-in firewall (e.g., iptables). While Linux is generally considered more secure than other operating systems, it is not entirely immune to vulnerabilities, especially if misconfigured or not promptly updated.

Pros and Cons of Linux for Cybersecurity

Linux offers several advantages for cybersecurity, such as its open-source nature, which allows for comprehensive security auditing and customization. It also provides excellent support for security tools and a vast repository of software packages. Linux’s modular design and strong emphasis on stability make it an ideal choice for servers and security-focused environments. However, Linux may have a steeper learning curve for beginners, and certain software compatibility issues may arise due to the vast number of distributions available.

Comparison of Windows, macOS, and Linux for Cybersecurity

Now that we have explored the individual characteristics of Windows, macOS, and Linux, let’s compare them based on several factors relevant to cybersecurity:

Security Architecture and Approach

Windows employs a combination of built-in security features, third-party software, and regular updates to mitigate security risks. macOS follows a similar approach, focusing on a secure default configuration and a closed ecosystem. Linux, being open-source, benefits from community-driven security enhancements and emphasizes customization and control over security settings.

Prevalence of Threats and Attacks

Windows has historically been the primary target for attackers due to its widespread usage. macOS has seen a rise in targeted attacks in recent years, primarily due to its growing popularity. Linux, while not immune to attacks, has a relatively lower number of reported vulnerabilities and is less targeted.

User-Friendliness and Customizability

Windows prioritizes user-friendliness and ease of use, making it accessible to a wide range of users. macOS focuses on delivering a seamless and intuitive user experience, particularly for Mac users. Linux offers extensive customization options and is highly flexible but may require more technical expertise to set up and manage effectively.

Availability of Security Tools and Updates

Windows benefits from a vast ecosystem of security tools and software, both proprietary and open-source.

Comparison of Windows, macOS, and Linux for Cybersecurity

Now that we have explored the individual characteristics of Windows, macOS, and Linux, let’s compare them based on several factors relevant to cybersecurity:

Security Architecture and Approach

Windows employs a combination of built-in security features, third-party software, and regular updates to mitigate security risks. macOS follows a similar approach, focusing on a secure default configuration and a closed ecosystem. Linux, being open-source, benefits from community-driven security enhancements and emphasizes customization and control over security settings.

Prevalence of Threats and Attacks

Windows has historically been the primary target for attackers due to its widespread usage. macOS has seen a rise in targeted attacks in recent years, primarily due to its growing popularity. Linux, while not immune to attacks, has a relatively lower number of reported vulnerabilities and is less targeted.

User-Friendliness and Customizability

Windows prioritizes user-friendliness and ease of use, making it accessible to a wide range of users. macOS focuses on delivering a seamless and intuitive user experience, particularly for Mac users. Linux offers extensive customization options and is highly flexible but may require more technical expertise to set up and manage effectively.

Availability of Security Tools and Updates

Windows benefits from a vast ecosystem of security tools and software, both proprietary and open-source. It has a robust antivirus market and various security suites tailored to different user needs. macOS has a smaller selection of security tools but benefits from Apple’s focus on providing regular security updates. Linux offers a rich repository of open-source security tools and software, with the ability to leverage community-driven solutions.

Conclusion

In conclusion, the choice of operating system for cybersecurity depends on various factors, including user preferences, system requirements, and the specific use case. Windows, with its widespread adoption, extensive software support, and continuous security updates, remains a popular choice. macOS, known for its sleek interface, strong default security features, and focus on privacy, appeals to users seeking an intuitive and secure experience. Linux, with its open-source nature, customization options, and robust security architecture, is favored in security-focused environments.

Ultimately, a proactive approach to cybersecurity is crucial regardless of the operating system chosen. Regular updates, strong passwords, cautious browsing habits, and a layered security approach involving firewalls, antivirus software, and user education are essential in protecting against evolving threats.

The post Exploring the Cybersecurity Trifecta: Windows, macOS, and Linux in the Spotlight first appeared on AITechTrend.

Introduction

As data becomes more complex, it is becoming increasingly challenging to understand and analyze it. Network analysis tools can help visualize and analyze complex data sets, making it easier to identify patterns, relationships, and outliers. In this article, we will discuss the top 7 network analysis tools for data visualization and their features.

What is Network Analysis?

Network analysis is a technique used to analyze the relationships between objects. Objects can be anything from people to companies to social media accounts. Network analysis tools use mathematical algorithms to identify patterns and relationships between objects, allowing users to gain insights into the data.

Why is Network Analysis Important?

Network analysis is essential because it helps users identify patterns and relationships that may not be apparent otherwise. By visualizing the data, users can see how objects are connected, which can help identify trends, outliers, and potential areas of improvement. Network analysis can be used in various fields, such as social science, biology, and business.

Top 7 Network Analysis Tools

In this section, we will discuss the top 7 network analysis tools for data visualization.

1. Gephi

Gephi is an open-source network analysis tool that allows users to visualize and analyze complex networks. It provides a user-friendly interface and allows users to import data from various sources. Gephi also has a wide range of plugins that can be used to customize the software to the user’s needs.

2. Cytoscape

Cytoscape is a free and open-source software platform used for visualizing and analyzing molecular and genetic interaction networks. It provides a user-friendly interface and allows users to import data from various sources. Cytoscape also has a wide range of plugins that can be used to customize the software to the user’s needs.

3. NodeXL

NodeXL is a free and open-source template for Microsoft Excel that allows users to visualize and analyze social media networks. It provides a user-friendly interface and allows users to import data from various social media platforms. NodeXL also has a wide range of plugins that can be used to customize the software to the user’s needs.

4. Pajek

Pajek is a free and open-source software package used for analysis and visualization of large networks. It provides a user-friendly interface and allows users to import data from various sources. Pajek also has a wide range of plugins that can be used to customize the software to the user’s needs.

5. GUESS

GUESS (Graph Exploration System) is a free and open-source network analysis tool that allows users to visualize and analyze complex networks. It provides a user-friendly interface and allows users to import data from various sources. GUESS also has a wide range of plugins that can be used to customize the software to the user’s needs.

6. NetMiner

NetMiner is a commercial network analysis software that allows users to visualize and analyze complex networks. It provides a user-friendly interface and allows users to import data from various sources. NetMiner also has a wide range of features that can be used to customize the software to the user’s needs.

7. Linkurious

Linkurious is a commercial network analysis software that allows users to visualize and analyze complex networks. It provides a user-friendly interface and allows users to import data from various sources. Linkurious also has a wide range of features that can be used to customize the software to the user’s needs.

Comparison of Network Analysis Tools

In this section, we will compare the features of the top 7 network analysis tools.

Conclusion

Network analysis is becoming increasingly important in data analysis, and network analysis tools can help visualize and analyze complex relationships between objects. In this article, we discussed the top 7 network analysis tools for data visualization, including their features and a comparison of their capabilities. Each of these tools has its own strengths and weaknesses, and the best tool for a particular analysis will depend on the specific needs of the user.

The post Unleash the Power of Data Visualization with These 7 Network Analysis Tools first appeared on AITechTrend.

Table of Contents

1. Introduction
2. Defining Cybersecurity and Information Security
3. Objectives of Cybersecurity and Information Security
4. Components of Cybersecurity and Information Security
5. Threats and Vulnerabilities in Cybersecurity and Information Security
6. Cybersecurity vs Information Security: Key Differences
7. Similarities Between Cybersecurity and Information Security
8. Why Are Cybersecurity and Information Security Important?
9. Conclusion
10. FAQs

1. Introduction

As we rely more on technology in our daily lives, the risk of cyber attacks and data breaches increases. Cybersecurity and information security are two terms that are often used interchangeably, but they are not the same. Understanding the difference between the two is essential to protect ourselves and our businesses from the various cyber threats out there.

2. Defining Cybersecurity and Information Security

Cybersecurity refers to the measures taken to protect computer systems, networks, and electronic devices from unauthorized access, theft, damage, or attacks. Information security, on the other hand, refers to the protection of information and data from unauthorized access, use, disclosure, disruption, modification, or destruction.

3. Objectives of Cybersecurity and Information Security

The primary objective of cybersecurity is to protect computer systems and networks from cyber threats such as malware, phishing, hacking, and other malicious attacks. Information security, on the other hand, aims to protect the confidentiality, integrity, and availability of information and data.

4. Components of Cybersecurity and Information Security

Cybersecurity has several components, including network security, application security, endpoint security, cloud security, and data security. Information security, on the other hand, includes several components, such as access control, encryption, data backup, disaster recovery, and business continuity planning.

5. Threats and Vulnerabilities in Cybersecurity and Information Security

Cybersecurity and information security face several threats and vulnerabilities, including malware, ransomware, social engineering, phishing attacks, and zero-day exploits. These threats can cause significant damage to businesses, resulting in financial losses, reputational damage, and legal liabilities.

6. Cybersecurity vs Information Security: Key Differences

The key difference between cybersecurity and information security is their scope. Cybersecurity is focused on protecting computer systems, networks, and electronic devices from cyber threats. Information security, on the other hand, is focused on protecting the confidentiality, integrity, and availability of information and data.

Another difference between the two is their approach to security. Cybersecurity focuses on protecting against external threats, such as hackers and malware. Information security, on the other hand, focuses on protecting against both external and internal threats, such as unauthorized access and data theft by employees.

7. Similarities Between Cybersecurity and Information Security

Despite their differences, cybersecurity and information security share some similarities. Both are concerned with protecting data and information from unauthorized access, theft, or misuse. Both also require a comprehensive and proactive approach to security that involves risk assessments, security policies, employee training, and incident response planning.

8. Why Are Cybersecurity and Information Security Important?

Cybersecurity and information security are critical in today’s digital age because of the increasing threat of cyber attacks and data breaches. The damage caused by these attacks can be devastating to businesses and individuals, leading to financial losses, reputational damage, and legal liabilities. By implementing effective cybersecurity and information security measures, we can mitigate the risks and protect ourselves and our businesses from these threats.

Additionally, complying with cybersecurity and information security regulations is becoming increasingly important. Many industries, such as healthcare and finance, are subject to strict security regulations, and failure to comply can result in significant fines and legal consequences.

9. Conclusion

In conclusion, while cybersecurity and information security are often used interchangeably, they are not the same. Cybersecurity is focused on protecting computer systems, networks, and electronic devices from cyber threats, while information security is focused on protecting the confidentiality, integrity, and availability of information and data. Both are crucial in today’s digital age to protect ourselves and our businesses from the various cyber threats out there.

The post Key Components of Effective Cybersecurity and Information Security Measures first appeared on AITechTrend.

What is an Unknown Accessory?

An unknown accessory is any external device that connects to your iPhone through its charging port or Bluetooth connection. Examples of unknown accessories can be anything from a third-party charger to a USB device that you don’t recognize. While not all unknown accessories are harmful, they do pose a potential security risk to your device.

Why is an Unknown Accessory a Security Risk?

Unknown accessories can potentially access your personal data or even install malware that can cause damage to your device. Additionally, some unknown accessories may not be compliant with Apple’s safety standards, which can pose a risk to your device and personal safety.

How to Detect an Unknown Accessory on Your iPhone

Your iPhone is designed to detect when an unknown accessory is connected to your device. When an unknown accessory is detected, your iPhone will display a security alert that says “Unknown Accessory Detected Near You.” To detect an unknown accessory on your iPhone, you should look out for the alert that appears on your device. You can also check the list of connected devices in the Settings app to see if there are any unknown accessories connected to your device.

How to Identify an Unknown Accessory with Find My iPhone

If you receive the “Unknown Accessory Detected Near You” alert on your iPhone, you can use the Find My app to identify the unknown accessory. The Find My app is designed to help you locate your iPhone if it’s lost or stolen, but it can also be used to identify an unknown accessory. Open the Find My app and select your iPhone from the list of devices. If there’s an unknown accessory connected to your iPhone, you’ll see an alert that says “Accessories Connected.” Select the accessory to see more information about it.

How to Disable an Unknown Accessory on Your iPhone

If you’ve identified an unknown accessory on your iPhone, it’s important to take immediate action to protect your data. The first step is to disable the unknown accessory. To do this, disconnect the accessory from your iPhone and turn off Bluetooth on your device. You should also consider resetting your iPhone’s network settings to remove any potential security risks.

To disconnect an unknown accessory from your iPhone, simply unplug it from the charging port or turn off its Bluetooth connection. To turn off Bluetooth on your iPhone, go to the Control Center and tap the Bluetooth icon to disable it.

To reset your iPhone’s network settings, go to Settings > General > Reset > Reset Network Settings. This will remove any potential security risks associated with the unknown accessory and ensure that your device is safe from any future threats.

Protecting Your iPhone from Unknown Accessories

In conclusion, an unknown accessory detected near your iPhone can be a cause for concern, but there are steps you can take to protect your data. By being vigilant and using the tools available on your iPhone, you can identify and disable unknown accessories to prevent potential security threats. Remember to always check the list of connected devices in the Settings app, and if you receive the “Unknown Accessory Detected Near You” alert, use the Find My app to identify the unknown accessory. And if you do identify an unknown accessory, make sure to disconnect it from your iPhone and turn off Bluetooth on your device. By taking these steps, you can safeguard your iPhone from potential security risks.

Additionally, it’s important to be cautious when connecting any external device to your iPhone. Always use genuine Apple accessories or trusted third-party accessories that are compliant with Apple’s safety standards. Avoid using cheap or unknown accessories that could potentially harm your device and compromise your personal data.

In conclusion, the “Unknown Accessory Detected Near You” alert on your iPhone is a reminder that you should always be mindful of potential security risks. By taking the necessary steps to protect your iPhone, you can ensure that your personal data remains safe and secure. Always be vigilant, stay informed about the latest security threats, and follow the best practices for protecting your iPhone from unknown accessories.

The post Unknown Accessory Detected Near You: How to Protect Your iPhone from Potential Security Risks first appeared on AITechTrend.

I am a co-founder of Dodgeball and serve as CTO, meaning my role is to take on potentially any task, though I specialize in technology. 

Dodgeball is a trust and safety orchestration platform. Employing a variety of the latest technologies, including machine learning and no-code automation, we are able to power end-to-end fraud prevention and customer trust operations. We offer trust and safety teams understanding of the real pulse of their operations, additional control, and insight. All while capturing previously lost revenue and delivering a great customer experience.

What are some of the distinctive features of DodgeBall that differentiate you from your competitors?

Dodgeball combines signals from a variety of sources, including customer data stores and external integrations such as payment processors, data enrichment services, and fraud engines to name a few categories. Using AI and all of the signals available, Dodgeball generates a unified customer history providing a single view of their interactions and behavior enabling trust and safety teams to make faster and better decisions. Dodgeball also features a no-code automation builder for orchestrating trust and safety workflows. By creating decisioning logic in Dodgeball, trust and safety teams are further decoupled from development constraints that have historically led to slower responses to emerging threats as systems grow and become more complex. The time between incident and response has a severe impact on revenue lost to both fraud and false declines. Allowing trust and safety teams to adjust decisioning logic in near real-time to respond to observed threats means less loss, higher revenue, and a better customer experience. 

Can you give us a sneak peek into some of the upcoming product upgrades that your customers can look forward to?

Dodgeball is pre-launch. We are looking for early-access partners who are currently experiencing issues with trust and safety on their platforms. Please reach out through our website (https://www.dodgeballhq.com/) for more information.

 Give 3 important tips that can strengthen an organization’s information security program?

Information is intangible, making it difficult to visualize the security measures put in place to protect it. However, if we swap information for something tangible and valuable in our minds, say gold, for instance, it gets much easier to understand the principles of security; just look at a bank:

1. Banks operate on the principles of trust and authority. Only trusted individuals are able to take certain actions, and some actions require the approval of several departments or parties. Treat your infrastructure and data the same way; limit what actions can be taken using an IAM tool to as few trusted individuals as possible.
2. Banks have multiple layers of security in place. If an attacker manages to outwit one security measure, they may be thwarted by another. By making applications more complex to attack without consequences or major preparation, organizations can also deter attacks.
3. Banks practice security drills. By planning for attacks, organizations can make better decisions when they occur. Write down an incident response plan. Figure out which systems to check first for infiltration, how quickly the application can be restored to a previous state, and how quickly external access can be shut down.

Those are a few examples, though there are many more lessons that can be learned by studying organizations that have dealt with issues of trust and safety, such as the government, military, insurance, and information security companies. The ways in which an attacker may harm your organization are constantly evolving, and so too must your defenses and mitigation strategies. 

What trends have you seen emerge in Artificial Intelligence for Data Security in the past couple of years?

Machine learning is at the core of many innovative data security companies out there. There are huge benefits offered by its utilization, though there is much hype and confusion about its limitations. In that vein, be sure you understand how ML is actually utilized when evaluating a new solution to ensure it is a good fit for the technique. I caution that many organizations view it as a silver bullet buzzword for charging higher prices, without demonstrable improvements over existing processes. That being said, ML is changing the world and leading to the disruption of many industries, so it’s a goldmine for innovation when applied thoughtfully.

How do you keep pace with the rapidly growing AI Solutions product for businesses?

Honestly, it can be hard to keep pace with the latest AI solutions, given how quickly they are evolving. It seems like every day there is some new innovative technique, most of which are very problem-specific. Because it can be a full-time job keeping up-to-date with the latest techniques, I recommend subscribing to publications that consolidate the available information for you. Some of my favorite sources are Medium articles, YouTube, industry-focused publications like aiTech Trend, and tracking recent venture capital investments. You can always dive deeper into a particular subject if it catches your eye and looks at the latest academic research published on it. 

When diving deeper into a subject, I recommend attempting to teach it to others to test your recall and determine if there are any terms you do not fully understand. If you drop “CNN” in a conversation, you should be prepared to answer what a convolutional neural network does, how it works, and where it is applicable. This can lead to a lot of digging in the beginning, but it leads to strong foundations on which to accurately discuss a subject.

Where do you see the biggest areas of improvement for AI for IT Operations?

I think we’ve only scratched the surface of what’s possible with AI for IT Operations. Making it easier to implement AI, without the need for programming experience, will increase the number of applications and internal processes AI can be used for. To that end, no-code automation is a large area for improvement.

What breakthroughs in the IoT space are you most looking forward to from a technology perspective?

Bluetooth mesh networking is enabling low-power IoT devices with fault-tolerant communications. This opens up a whole new range of applications across many industries and will lead to a massive influx of additional sensory data about the environment. Filtering and making sense of all that data will require sophisticated AI, and will give organizations a better understanding of their processes.

What is that one quote that has stayed with you throughout your professional life?

“Do the best work in the world that you can, till the best you can do is all done.”

Patrick Bio:

I’m Patrick Teague, the CTO, and co-founder of Dodgeball. In my free time, I enjoy long-distance running, gardening, and making fermented hot sauce, though software is my true passion. I taught myself to program at 13, designed an experiment to test Robert Trivers’ theory of reciprocal altruism, and have been hooked ever since. I am a Founder Institute graduate with 10 years of professional experience in the software engineering industry. I’ve served in positions ranging from junior javascript engineer to chief software architect at companies ranging from pre-seed to Fortune 500. I have worked at companies across many industries that have all experienced issues with trust and safety. I believe the world should hold more trust, as trust is the root of all freedom. I believe that as our lives have increasingly moved online, so has our ability to commit anonymous harm risen. I believe trust and anonymity can coexist, but that we need better solutions than we have available today to protect ourselves.

Dodgeball Bio

For Trust & Safety teams who don’t have the engineering resources to build the platform and processes that work for them, DodgeBall orchestrates both the technology and human elements of their end-to-end operations. With a no-code engine that puts control of fraud tool integrations and policy definition directly in the hands of your team, the Customer Data Platform offers a single pane of glass to investigate and manage visitor risk across the entire transaction journey.

To find out more visit: https://www.dodgeballhq.com/​

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“As institutional demand for transparent, exchange-listed crypto derivatives continues to increase, we are pleased to launch our new Ether futures contract,” said Tim McCourt, CME Group Global Head of Equity Index and Alternative Investment Products. “The addition of Ether, along with our liquid Bitcoin futures and options, will create new opportunities for a broad array of clients, whether they are looking to hedge ether positions in the spot market or gain exposure to this cryptocurrency on a regulated derivatives marketplace.”

“Just like in other capital markets, derivatives have become the avenue of choice for institutions to access cryptocurrencies,” said Sui Chung, CEO of CF Benchmarks. “Our status as a U.K. FCA regulated benchmark provider, whose compliance is regularly audited by Deloitte, gives institutions further confidence to enter the cryptocurrency space via the CME Ether futures contact based on our CME CF Ether-Dollar Reference Rate. For the first time, investors can gain exposure to the second-largest cryptocurrency by market cap via a U.S.-regulated futures contract. Just as Bitcoin futures paved the way for institutions to enter the crypto market in 2017, so CME Ether futures will allow CME Group clients to gain even greater exposure to the asset class.”

“CME Group has been an integral participant in the continued institutionalization of this asset class, and the launch of Ether futures is yet another milestone,” said Michael Moro, CEO of Genesis Global Trading Inc. “Genesis is excited to continue to work closely with CME in this effort.” 

“The launch of CME Ether futures is an exciting addition to the digital assets ecosystem as it evidences the ongoing maturation of the asset class as a whole,” said Michael Sonnenshein, CEO of Grayscale Investments. “At Grayscale Investments, we’ve seen enormous growth in investor interest for Ethereum and we’re excited to see the growing list of financial product offerings expanding access to digital currencies.”

CME Ether futures are cash-settled, based on the CME CF Ether-Dollar Reference Rate, which serves as a once-a-day reference rate of the U.S. dollar price of Ether. Ether futures are listed on and subject to the rules of CME.

For more information on this product, please visit www.cmegroup.com/etherfutures.

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