Clustering is the process of classifying a collection of tangible or intangible objects into groups of related objects.
Explain about the Clustering?Clustering is the process of putting unlabeled instances in groups. Clustering uses unsupervised machine learning because the examples are not labelled. If the instances have labels, clustering turns into classification.
These search results can be organised using clustering into a few clusters, each of which will take a different component of the query. For instance, a search for "movie" will return Web pages grouped into categories like reviews, trailers, stars, and theatres.
Finding unique groupings or "clusters" within a data collection is the aim of clustering. The tool uses a machine language algorithm to construct groups of objects that are generally related to one another.
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You need to retain data for what major reasons? A. Legal obligation. B. Needs of the business. C. For recovery. D. A and B E. All of the above.
Answer:
All of the above.
Explanation:
I believe that it should be all of the above, because legal obligation is true, needs of the business could be true and for recovery could also be true. This is why I think it’s all of the above.
Answer:
The major reasons for retaining data are:
Legal obligationNeeds of the businessFor recoveryIn other words, the correct answer is: E. All of the above.
Retaining data is an important part of managing and protecting information in a business or organization. There are a number of reasons why data might need to be retained, including:
Legal obligation: In many cases, businesses and organizations are required by law to retain certain types of data for a specified period of time. This might include financial records, customer data, or other types of information that are subject to legal requirements.Needs of the business: Even if there is no legal requirement to retain data, there may be business reasons for doing so. For example, retaining data can help a business to track its performance, identify trends and patterns, and make better decisions.For recovery: In the event of a disaster or other unforeseen event, having a backup of data can be critical for recovering from the incident and continuing to operate. Retaining data can provide a valuable safety net in case of unexpected problems.Explanation:
In summary, retaining data is important for a variety of reasons, including legal obligations, the needs of the business, and for recovery in case of unexpected events.
Which of the following would remove the first character and last character from the string and return the string between the first and last characters?
s[2:0]
s[1:0]
s[1:-1]
s[2:-2]
Using the knowledge in computational language in JAVA it is possible to write a code that first character and last character from the string and return the string between.
Writting the code:String str = "[wdsd34svdf]";
//String str1 = str.replace("[","").replace("]", "");
String str1 = str.replaceAll("[^a-zA-Z0-9]", "");
System.out.println(str1);
String strr = "[wdsd(340) svdf]";
String strr1 = str.replaceAll("[^a-zA-Z0-9]", "");
System.out.println(strr1);
s[1:-1]
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You are a cybersecurity investigator who needs query log files for faster analysis during an incident investigation. Which of the following log management tools should you use?a.journalctlb.nxlogc.syslog-ngd.rsyslog
Option A is correct journalctl log management tool will use while needs query log files for faster analysis during an incident cybersecurity investigation.
The first line of defense against cybercrime is frequently cybersecurity analysts. Computer networks are safeguarded by cybersecurity experts from online threats and unlawful entry. Patching system flaws, getting rid of malicious malware, upgrading outdated software, and other procedures are all part of the incident response process at this phase. The main goal of this phase is to take whatever steps are necessary to completely remove any dangerous stuff from your computers. Data masking, tokenization, and encryption are three of the most widely used methods for obscuring data. Data masking, tokenization, and encryption all operate in unique ways. Since the original values may be determined from the obfuscated data, encryption and tokenization are reversible processes. Many organizations base their incident response plan on NIST's Computer Security Incident Handling Guide.
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Match the firewall type on the right with the OSI layer at which it operates. Each OSI Layer may be used once, more than once, or not at all.
Drag
- OSI Layer 1
- OSI Layer 2
- OSI Layer 3
- OSI Layer 4
- OSI Layer 5
- OSI Layer 6
- OSI Layer 7
Drop
- Packet filtering firewall
- Circuit-level proxy
- Application-level gateway
- Routed firewall
- Transparent firewall
Packet filtering firewall
- OSI Layer 3
Circuit-level proxy
-OSI Layer 5
Application-level gateway
-OSI Layer 7
Routed firewall
-OSI Layer 3
Transparent firewall
-OSI Layer 2
Firewall devices and services can offer protection beyond standard firewall function -- for example, by providing an intrusion detection or prevention system (IDS/IPS), denial-of-service (DoS) attack protection, session monitoring, and other security services to protect servers and other devices within the private network. While some types of firewalls can work as multifunctional security devices, they need to be part of a multilayered architecture that executes effective enterprise security policies.
Firewalls are traditionally inserted inline across a network connection and look at all the traffic passing through that point. As they do so, they are tasked with telling which network protocol traffic is benign and which packets are part of an attack.
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write a statement that defines plist as a list containing these elements (in order): 'spam', 'eggs', 'vikings'. 1 enter your code
Answer:
plist = ['spam', 'eggs', 'vikings']
A student wrote the following code for a guessing game. While debugging the code, the student realizes that the loop never terminates. The student plans to insert the
instruction win←true somewhere in the code. Where could win←true be inserted so that the code segment works as intended?
between line 9 and 10
The win←true be inserted so that the code segment works as intended by between line 9 and 10
What is meant by debugging ?Debugging is a multi-step process that includes discovering a problem, figuring out what caused it, resolving it, or coming up with a solution in computer programming and engineering. The final step in the debugging procedure involves testing the patch or workaround to make sure it works.
Admiral Grace Hopper is often credited for coining the words "bug" and "debugging" in the 1940s. She made the comment that they were "debugging" the system while she was working on a Mark II computer at Harvard University. Her colleagues had found a moth hooked in a relay that was preventing operation.
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Complete the gaps with the correct words in the box.
The answer fill up is given below:
A spreadsheet is a software program that is normally used in business for financial planning and record-keeping. It consists of rows and columns, with each column being labeled with a letter and each row being labeled with a number. The intersection of a column and a row is called a cell.
What is spreadsheet?A cell can hold three types of information: text, numbers and formula. For example, in this sample worksheet, the word Sales has been keyed into cell A2, and the values 1.487 and 182 have been entered into cells B2, B3 and C4 So, when the formula B2+B3+B4 is keyed cell B5, the program will calculates and displays the result.
Formulas are functions or operations that add, subtract, multiply, or divide existing values to produce new values. You can use formulas to calculate totals, averages, or discounts.
When you change the value of one cell, the values in other cells may be automatically updated, depending on how the cells are linked. You can also update the information in different worksheets by linking cells. This means that when you make a change in one worksheet, the same change is made in the other worksheet.
The format menu in a spreadsheet usually includes several commands that allow you to customize the appearance of your data, such as choosing the font, number formatting, borders, column width, and so on.
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which of the following is not part of a combined device that brings and distributes internet to home devices?
Home network server is the correct answer. For connectivity, modems can make use of Ethernet cable, DSL, fiber, or wireless technologies.
A computer or other device to connect to the network, a modem to connect to the Internet, and a router to connect your devices to the network and the Internet through your modem (or a gateway, which serves as both a modem and a router). Normally, a modem connects to a router, which takes internet access from the modem and distributes it to other networked devices. For connectivity, modems can make use of Ethernet cable, DSL, fiber, or wireless technologies.
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which of the following protocols can be used as a tool for secure network backups? a. SSL b. TLS c. HTTPS d. SSH
Answer: you would use HTTPS so C
TRUE/FALSE. being able to incorporate the log files and reports tools generate into your written reports is a major advantage of automated forensics tools in report writing.
True. Automated forensics tools can be particularly useful in report writing, as they can provide a variety of useful log files and reports to incorporate into written documentation.
The automated tools can provide an audit trail, which can be used to trace the steps taken during the forensic investigation, and can also provide a summary of the evidence collected during the investigation. Additionally, automated tools can generate reports on a variety of topics, including network activity, file system activity, and user activity, making it easier to quickly generate comprehensive reports. All of these benefits can greatly reduce the time and effort needed to write reports, making automated forensics tools a major advantage when it comes to report writing.
The Benefits of Automated Forensics Tools in Report WritingForensic investigations are becoming increasingly complicated as technology advances and criminals become more sophisticated in their methods. As such, law enforcement and security professionals need to be able to quickly and accurately generate comprehensive reports on their investigations. Automated forensics tools can be a major advantage when it comes to report writing, as they can provide an audit trail, a summary of evidence, and a variety of log files and reports.
Automated forensics tools can provide an audit trail to trace the steps taken during an investigation. This is especially useful for law enforcement and security professionals, as it allows them to quickly and accurately determine the sequence of events and identify any potential discrepancies. Additionally, automated tools can provide a summary of the evidence collected during the investigation, which can be used to quickly and accurately document the findings.
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Universities such as MIT and blank
were instrumental in the development of the Internet.
Universities such as MIT and blank were instrumental in the development of the Internet. (True)
What is internet?The Internet (or internet) is a networked, worldwide system of linked computers that communicate with one another using the TCP/IP protocol suite. It is a network of networks made up of local to international private, public, academic, business, and governmental networks that are connected by a wide range of electronic, wireless, and optical networking technologies.
The World Wide Web (WWW), which is composed of interconnected hypertext documents and applications, as well as email, phone service, and file sharing, are just a few of the many information resources and services available on the Internet.
The United States Department of Defense commissioned research in the 1960s that led to the development of packet switching, which made it possible for computers to be shared during workdays.
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In the following pseudocode of creating a trigger, the first UPDATE is the ____ of the trigger, and the second UPDATE is the ____ of the trigger. CREATE TRIGGER MyTrigger AFTER UPDATE OF attr ON MyTable ... WHEN ... UPDATE MyTable ....
Group of answer choices Action; action Condition; action Event; action Event; condition
The first UPDATE is the action Event of the trigger, and the second UPDATE is the action Condition of the trigger.
What is action Event and action Condition?action Event is a function to indicate the component-defined action in action Event is occurred.
action Condition is a function to take an action only if the specific condition that been defined is occur.
In the given pseudocode we can see the code for the create trigger which is the first UPDATE is will occur only WHEN the second UPDATE occur.
Thus, the correct answer to complete the blank is action Event for the first UPDATE and action Condition for the second UPDATE.
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consider the following class definition. public class toy { private int yearfirstsold; public int getyearfirstsold() { return yearfirstsold; } /* there may be instance variables, constructors, and other methods not shown. */ } the following code segment, which appears in a class other than toy, prints the year each toy object in toyarray was first sold by its manufacturer. assume that toyarray is a properly declared and initialized array of toy objects.
for (Toy k : toyArray)
{
System.out.println(k.getYearFirstSold());
}
Which of the following could be used in place of the given code segment to produce the same output?
I.
for (int k = 0; k < toyArray.length; k++)
{
System.out.println(getYearFirstSold(k));
}
II.
for (int k = 0; k < toyArray.length; k++)
{
System.out.println(k.getYearFirstSold());
}
III.
for (int k = 0; k < toyArray.length; k++)
{
System.out.println(toyArray[k].getYearFirstSold());
}
I only
A
II only
B
III only
C
I and II
D
II and III
E
The following could be used in place of the given code segment to produce the same output is III only
What is meant by array ?As opposed to defining distinct variables for each value, arrays are used to hold numerous values in a single variable. Set the data type (such as int) and the array name, followed by square brackets [, to construct an array.
An array is a grouping of identically typed elements that are stored in adjacent memory By applying an index to a unique identifier, places and can each be separately referred . There is no need to declare five distinct variables when declaring an array of five int values (each with its own identifier).
An array is a grouping of data elements of a similar sort that are kept in close proximity to one another in memory.
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which of the following excel features finds a numeric solution to a problem involving several input values? a. Goal Seek, b.one-variable data table, c. Pivot Table, d. Solver
A Microsoft Excel add-in tool called Solver finds a numeric solution to a problem involving several input values.
An optimization tool Solver can be used to determine how to change a model's assumptions in order to get the desired outcome. It is a type of what-if analysis and is particularly useful when trying to determine the "best" result in light of various assumptions. When there are restrictions or limits on the values of other formula cells on a worksheet, Solver can be used to discover an optimal (maximum or lowest) value for a formula in the "objective cell," a single cell.
We must take into account the entire expenses while making crucial decisions like budgeting, outsourcing, and whether to add or remove a product line. To decide what steps should be done to maximize the result, these judgments need to be made with the help of accountants for which solver will be assisting us to best effectively tackle business difficulties.
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multithreading an interactive program will increase responsiveness to the user by : group of answer choices continuing to run even if a part of it is blocked waiting for one part to finish before the other begins asking the user to decide the order of multithreading none of these
An interactive application that is multithreaded will be more responsive to the user since it will keep running even if some of it has been blocked.
DEFINE: A program that is interactive
An interactive program seems to be a component of a computer software that functions through user input. Information entry, modification, management, or other data manipulation may be part of this interaction. Interactive software is the norm.
What are some illustrations of interactive software?
Commonly used programs like word processors and spreadsheet programs are examples of interactive software. Implementations and batch processing programs that are which was before that operate autonomously are non-interactive examples of programs that execute without human input.
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match each component of the software-defined network (sdn) model on the left with the appropriate description on the right. each component may be used more than once.
The correct match of each component of the software is:
A. Northbound controller interface- 2.
B. Controller-4.
C. Southbound controller interface-1.
D. API-5.
E. Controller-6.
F. API-3.
What is software?Software is a collection of instructions, data, or computer programs that are used to run computers and carry out particular tasks. It is the opposite of hardware, which refers to a computer's external components.
A device's running programs, scripts, and applications are collectively referred to as “software” in this context. There are different types of software that can run on a computer: system software, utility software, and application software.
Therefore, the correct option is 1-C, 2-A, 3-F, 4-B, 5-D, and 6-E.
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The question is incomplete. Your most probably complete question is given below:
Used to communicate with all of the physical network devices on the network.Used by the applications on the controller to obtain information about the network.Designates the accepted method of communication between the controller, network devices, and installed applications.Performs the function of learning about the network topology.Used by software applications on the controller to obtain information about the network.Performs the function of monitoring network traffic.What is Solar Energy & How Do Solar Panels Work?
The PV cells in a solar panel collect energy from the sun's rays as it shines on it.
What is a solar panel ?An assembly of photovoltaic solar cells installed on a frame (often rectangular) is known as a solar cell panel, solar electric panel, photo-voltaic (PV) module, PV panel, or solar panel.
A well-organized collection of PV panels is known as a photovoltaic system or solar array. Sunlight is used by solar panels to collect radiant energy, which is then transformed into direct current (DC) power.
A photovoltaic system's arrays can be used to produce solar power that either directly powers electrical equipment or, through the use of an inverter system, is sent back into the alternating current (AC) grid.
Hence, The PV cells in a solar panel collect energy from the sun's rays as it shines on it.
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joe needs to see the slide transitions and animations; what is also known as a visual aid in a presentation?; what is the name of the option in most presentation applications; harry needs to change the to change the background of all his presentation slides.; which feature of a presentation program interface provides; ryan has made a presentation of ten slides; robin wants her presentation to move from one slide to another; the option enables you to modify a slide element in most presentation applications.
A collection of slides or images is used as a slide show, also referred to as a visual aid, to support and improve a presentation.
What is Slide Master?Users can make extensive changes to the style and arrangement of all the slides in a presentation using a feature called a "Slide Master" in presentation software like PowerPoint.
If Harry wants to modify the background of each presentation slide, he may find this to be helpful.
Alicia could make her presentation more engaging and interactive by incorporating elements like images, videos, animations, and interesting content to keep the audience's attention.
A post-test is a test or assessment that is administered following the conclusion of a lesson or training session.
Creating and organizing the content, designing and formatting the slides, and presenting the presentation to an audience are all aspects of working with presentations.
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during installation, you must create a root user account for the system. which of the following user account number does this account use?
The root user account typically uses the user account number 0.
The Significance of the Root User AccountThe root user account is an essential component of any computer system. It is a special account that has the highest level of control over the operating system, allowing users to access and modify settings and files, install and remove programs, and even shut down the system entirely. The root user account should be given utmost importance, as it is the most powerful account on the system, and needs to be kept secure.
When a computer system is first installed, a root user account must be created, typically with user account number 0. This account is the most powerful account on the system, and it is used to manage the entire system. All other accounts on the system are subordinate to the root user account, meaning that the root user account has complete control over the system. This means that the root user account can access and modify any file on the system, change system settings, and even shut down the system.
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when historical data are unavailable or obsolete, it would be appropriate to use a forecasting procedure.
No, the forecasting procedure is not appropriate to use when the historical data is unavailable
What is the forecasting procedure?
In historical forecasting, sales information from a certain time period is reduced to quantifiable revenue trends. This entails analyzing your progress over a period of months, quarters, or years and assuming that the percentages will remain the same as your profit margins increase going forward.
Various methods under forecasting uses the historical data :
First method is straight-line method
In this method the financial analyst uses the history of the data and gives the statistical results
He also proposes the solutions for the better growth in future
Thus we can conclude that the history of data is must for the forecasting process
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the database detects two deadlocked transactions. to break the deadlock, the database rolls back one of the transactions.
The best technique for detecting deadlocks is this one. Based on the transaction and their lock, this approach builds a graph. There is a deadlock if the generated graph contains a cycle or closed loop.
How do you detect deadlocks in a database?A deadlock occurs when two or more transactions are waiting endlessly for one another to release locks. One of the most dreaded issues with DBMS is deadlock, which prevents tasks from ever being completed and keeps them in the waiting state indefinitely.As an illustration, Transaction T1 has to update some rows in the grade table while holding a lock on some rows in the student table. While Transaction T1 is updating the rows of the Student table that are locked by Transaction T2, Transaction T2 is simultaneously holding locks on some rows in the Grade table.The primary issue now appears. Currently, transaction T1 is waiting for transaction T2 to release its lock, and vice versa. All activities stop and remain at a standstill. Until the DBMS recognizes the stalemate and terminates one of the transactions, it will stay in a standstill.To Learn more About deadlocks refer to:
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argues that people will process messages using either central processing or peripheral processing. True or false
The person will typically select the central route when their motivation and capacity to process the message are high.
However, a person is more likely to choose the sideways path if they lack either the drive or the capacity to understand the message. Richard E. Petty and John Cacioppo created the ELM in 1980. The model seeks to clarify various methods of processing stimuli, their uses, and the effects they have on attitude change. The center route and the periphery route are the two main paths for persuasion suggested by the ELM. The primary method of persuasion is the delivery of a persuasive message by a person who has the capacity and desire to carefully consider the arguments made in the message.
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a/an___ is a working model of a website that lets the intended users review and evaluate it.
A prototype is a model of a website that works so that the people who will use it can check it out and give feedback.
A prototype model should be used when the planned system will require a lot of user input. Prototyping makes sure that end users interact with the system often and give feedback that is incorporated into the prototype. This helps make sure that the system is usable.
Design teams try out their ideas by making prototypes of them. These prototypes can be anything from paper to digital. Teams make prototypes with different levels of realism to test design ideas and get feedback from users.
Using prototypes, you can improve and test your designs, so your company can put out the right products.
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When the project may be completed early with some parts of the project eliminated this is considered to be ___________ closure.
A. Normal
B. Premature
C. Perpetual
D. Changed priority
E. Failed project
When the project may be completed early with some parts of the project eliminated this is considered to be failed project closure. Hence option E is correct.
What is project?Project is defined as a set of activities that must be finished in order to get a particular result. It is impossible to exaggerate the value of project management in organizations. When done correctly, it improves the effectiveness of every part of the company.
Project closure is the critical last phase of the project management lifecycle. The team evaluates the deliverables at project closing, comparing and testing their quality to the desired project outcome.
Thus, when the project may be completed early with some parts of the project eliminated this is considered to be failed project closure. Hence option E is correct.
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the snort rules allow you to specify the protocol that the captured packet header has. that the source application has (port number) that the destination application has (port number) that the packet, source application and destination applications have.
Snort is a network intrusion detection and prevention system (IDS/IPS) that is used to monitor network traffic for malicious activity.
What are network intrusion detection and prevention system rules?One type of rule that Snort supports is a protocol rule, which specifies the protocol that the captured packet header has. For example, a protocol rule might specify that the packet should be flagged as malicious if it uses the TCP protocol.
Another type of rule that Snort supports is a source application rule, which specifies the source application that the packet has (by port number). For example, a source application rule might specify that the packet should be flagged as malicious if it originates from a web server (on port 80).
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Which two actions could improve the accuracy of your data collection?
A. Ask participants to fill out surveys carefully so they don't make
mistakes.
B. Collect data from a diverse group of people who represent your
audience.
C. Collect data only in the morning, when internet activity is high.
D. Ask questions that are specific to your needs and meeting your
objectives.
Answer:
yeah
Explanation:
The two actions that could improve the accuracy of your data collection are
B. Collect data from a diverse group of people who represent your audience.
D. Ask questions that are specific to your needs and meet your objectives.
What is data collection?To answer specified research questions, test hypotheses, and assess results, data collection is the act of acquiring and measuring information on variables of interest in a systematic and defined manner.
One of the most crucial and significant parts of the current world is the data gathered hourly. The internet and digital media depend on data as a fundamental component.
Therefore, the correct options are B and D.
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What is the purpose of the MST cables
Answer:
It enables the simple connection of many external monitors to a single system.
What employees are saying about the future of remote work
Employees said about the future of remote work is "While productivity has increased, many employees feel uneasy, Burn out. unless the manager gets into the cause of the employee's fear".
What is Remot Work?Remote work is the practice of employees completing work from a location other than the employer's headquarters. Such locations may be locations other than a company's traditional office building or campus, such as employee homes, collaborative or other shared spaces, private offices, or company offices.
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What are the two types of long term memories?; What are the two types of long-term memory name a characteristic of each ?; What are the characteristics of long-term memory?; What are the 2 different types of long-term memory discuss each type and give examples for each?
Declarative or explicit memory and non-declarative or implicit memory are the two different categories of long-term memory. Any information that may be consciously evoked is referred to as explicit memory.
Declarative memory comes in two flavors: episodic memory and semantic memory. Declarative (explicit) memory and procedural (implicit) memory are the two types of long-term memory. Examples of long-term memory include the ability to recall significant events from the distant past (such as an early birthday, graduation, wedding, etc.), as well as practical knowledge gained from your first job after college. In early and mid-stage Alzheimer's disease, long term memory is typically well preserved.
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your networking closet contains your network routers, switches, bridges, and some servers. you want to make sure an attacker is not able to gain physical access to the equipment in the networking closet. you also want to prevent anyone from reconfiguring the network to set up remote access or backdoor access. which of the following measures are the best ways to secure your networking equipment from unauthorized physical access? (select two. each measure is part of a complete solution.)
Place your networking equipment in a Faraday cage.Place your networking equipment in a locked cage.Place your networking equipment in a TEMPEST cage.Place your networking equipment in a Van Eck cage.Place your networking equipment in a room that requires key card entry
Put your networking gear in a space that needs a key card to enter and Put your networking equipment in a cage that is lockable.
Which of the following security techniques is the most effective at protecting your networking hardware from unauthorised physical access?The easiest technique to physically secure your network from an attacker who would try to get physical access is to keep your networking equipment in a cage inside of a closed room that also requires keycard access.
A Faraday cage stops intruders from collecting electromagnetic emissions from your networking closet using Van Eck phreaking.
Put your networking equipment in a location where a key card is required to enter and Put your networking hardware in a locked cage.
The usage of a Faraday cage is mandated by the government's TEMPEST special emission security criteria.
Using Van Eck phreaking, a Faraday cage prevents intruders from gathering electromagnetic emissions from your networking closet.
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