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Smartphones today are no longer used just for communication. Instead, many tasks that we used to perform on our PCs have now migrated to the mobile realm. This begs the question: Are our Android phones really secure enough to handle more sensitive operations, such as banking activities and storing confidential documents? Enter Clario, a cybersecurity app that’s built for the modern age, where phishing attacks and malware have become extremely common. This review of Clario looks at what the app brings to the table.

This is a sponsored article and was made possible by Clario. The actual contents and opinions are the sole views of the author who maintains editorial independence, even when a post is sponsored.

Do You Really Need an Antivirus on Your Phone

According to a recent report from FBI’s Internet Crime Complaint Center, phishing scams created the most victims in 2023 in the US, with the trend expected to continue well into 2023. As a consequence, it has become imperative that smartphone users learn how to protect themselves and their data. This is where Clario hopes to make a difference with its mobile app that makes fighting malicious attacks a real breeze.

Phishing scams today can easily infiltrate your mobile device, as cybercriminals have become increasingly adept at using undetectable methods. On top of that, the majority of people still tend to believe that phishing happens when you receive fraudulent messages sent to trick you into handing over your personal information, such as credit card data and other sensitive info such as passwords.

That’s not always the case, though. Your Android can get hacked much easier. For example, just by pressing on a link or installing an app that you got via social media, text message or email, you could land yourself in trouble.

Malware, which can take the form of spyware, adware or ransomware, is another relevant issue on Android. Like in the case of phishing attacks, it can sometimes be difficult to determine whether your device was infected. This is by design, as the hackers that designed the malware don’t want you to find it and remove it.

Overview of Features

Clario for Android is a minimalist cybersecurity app with a modern-looking interface that’s easy to navigate and absorb. The app is free to install and comes with a 7-day free trial, which doesn’t require you to input your card details – always a plus in our book. You’ll have to sign up with an account, though, but options for using your Google/Apple accounts are available.

Clario works by performing multiple scans to assess the health of your mobile phone. It will start by searching for spyware, but you can also configure it to scan for viruses and other types of malware.

The app comes with four protection areas, including Device, Identify, Browsing and Network. The first area is where you’ll find the antivirus and spyware detectors, while the browsing and network section hide a VPN option for browsing protection and public Wi-Fi security, respectively. Under Identity, you can turn on the data breach monitoring feature.

While this review focuses on Clario for Android, note that the service is also available on iOS, macOS and the Web. A Windows option is not yet available at this point.

Using Clario

Clario puts the emphasis on simplicity, so it’s a great choice for basically anyone looking to boost their phone’s security status quickly. The app is uncomplicated and quite minimalist when it comes to features for the time being. You can learn how to confidently use it within just a few minutes.

The app will nudge you to set up your mobile protection system by walking you through its main features and suggesting that you make the necessary adjustments. First, it will scan for any spyware. Next, it will start checking for any threats targeting your social media accounts.

For instance, the app issued a warning to update my Instagram protection by adding two-factor authentication. It’s up to you whether you want to deal with this now or skip the step and take care of it later.

Lightning-Fast Performance

A few weeks before installing Clario on my device, I might have been the target of a possible phishing attempt. I received a link in one of my WhatsApp groups, and because I was pretty distracted at the time, I pressed on it without giving it much thought. The link opened a shady-looking page where I was invited to answer questions for a chance to win a car. Naturally, I got out of there as fast as possible but eventually forgot the incident and continued with my daily affairs.

While I didn’t notice any suspicious activity on my phone after the event, I was quickly reminded of the possible threat hiding inside my phone once I installed Clario. Needless to say, I was quite anxious to perform the scans and assess my device’s health. Fortunately, the results showed that my phone was not harmed. Throughout this experience I appreciated how quickly the app scanned my device. All I had to do was press “Device,” then select one of the two scanning options. The results appeared a few minutes later.

On top of hunting for malware, Clario also scans your device and shows you any data breaches found in relation to the accounts you’ve used on the phone in question. For each breach it encounters, the app will offer suggestions of what you can do to remedy the situation.

VPN Services Are Included

The last two tiles in the Clario app are dedicated to VPN protection, which is great. This way you don’t need to install another app to take care of your VPN needs. In “Browsing,” you can enable the VPN and select a particular country to browse from to hide your location. While in “Network,” you can turn on the VPN whenever you’re looking to connect to a possibly unsecure public Wi-Fi. When the VPN is enabled, a notification will be shown at the top of your phone’s display.

Have a question you need answered? Clario focuses a lot on user experience by putting 600 security experts at your disposal who are available 24/7 to cover the key aspects of your digital life. You can get in touch with a Clario expert by tapping the “How can we help?” bar at the bottom.

Getting Clario

As already mentioned above, Clario is free to download and install on Android. Once the seven-day free trial expires, users who want to keep using the app will have to purchase a subscription. Clario currently offers a 77 percent discount on its 12-month plan. This one covers six separate devices and will cost you $69.99 per year. Alternatively, you can sign up with the monthly plan that costs $12 and covers three devices.

Closing Thoughts

Clario for Android encompasses a capable antivirus as well as robust VPN features and makes them available for normal people who aren’t really experts in the field of mobile security. We loved its uncomplicated nature. But those who prefer having more options with their antivirus may be put off by the app’s seemingly limited functionality.

For instance, Clario does not offer an app privacy checker nor anti-theft options. However, keep in mind that the mobile app is very much still in development, so these options may eventually make their way to the service.

Clario does tend to focus on users’ needs rather than its antivirus technology. It offers a 24/7 live chat if you ever find yourself in need of any help. The bottom line is that after using the app for a week, we can’t really think of a good reason why you shouldn’t give Clario a try. If you’re looking for basic malware protection and a VPN, jump on board with the 7-day free trial and see how the app feels, then decide whether it’s for you or not.

Alexandra Arici

Alexandra is passionate about mobile tech and can be often found fiddling with a smartphone from some obscure company. She kick-started her career in tech journalism in 2013, after working a few years as a middle-school teacher. Constantly driven by curiosity, Alexandra likes to know how things work and to share that knowledge with everyone.

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An Intuitive And Easy Guide To Python Sets

This article was published as a part of the Data Science Blogathon

Introduction

In today’s world, in each and every domain, the utmost thing is Data Storage. While working with Python, which provides different types of data structures to organize your data. So, learning these data structures becomes an essential part of your journey to learn Python either from a Software Engineering perspective or from a Data Science perspective. In Python, among all of the data structures available, some are mutable and some are immutable. But In this article, our main focus will be on the sets.

Image Source: Link

Now, a question comes to mind that 🙁 “When we use Sets in Python?” So, sets are used in Python when:

The order of data does not matter.

We do not want any repetitions in the data elements.

We have to perform mathematical operations such as union, intersection, etc.

So, without any further delay, Let’s get started, 😎

Table of Contents

1. Introduction: What is a Python Set?

2. How do you create a set in Python?

3. Basic Functionalities on Python sets

Finding the length of a set

Accessing the elements of a set

Adding the elements to an existing set

Removing elements from a set or completely delete a set

4. Mathematical Operations on Python sets

Union of sets

Intersection of sets

Difference of sets

Symmetric Difference of sets

5. Alternative Container: Frozen Set

Create a Frozen Set in Python

Accessing the elements of a Frozen set

What is a Python set?

Sets are written with curly brackets ({}), being the elements separated by commas.

How do you create a set in Python?

We can create the sets in Python using either of the following two ways:

Enclosing elements within curly braces ({})

By using the set() function

Using curly braces

Sets in Python can be created with the help of curly braces({}).

For Example-

Python Code:

Output:

{'Data Scientist', 'Data Engineer', 'Data Analyst', 'Analytics Vidhya'} Using set() function

Sets in Python can also be created using the built-in function set([iterable]). This function takes an iterable (i.e. any type of sequence, collection, or iterator), as an argument and returns a set that contains unique items from the input i.e, duplicated values are removed.

For Example-

# Create a set using set() function my_set = set(['Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer']) print(my_set) # Check the Data Type of my_set print(type(my_set))

Output:

{'Data Scientist', 'Data Engineer', 'Data Analyst', 'Analytics Vidhya'} Creating an Empty Python Set

We can also create an empty set using the set() function.

For Example- # Creating an empty set using set() function empty_set = set() print(empty_set)

Output:

set() Basic Functionalities on Sets in Python

We can perform a number of operations such as adding elements, deleting elements, finding the length of a set, etc. To know what all methods can be used on sets, we can use the dir() function. Let’s see this on a given set.

# Check all functionalities which we can perform on a Python Set my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} print(list(dir(my_set)))

Output:

1. Finding the Length of a Python Set

To find the length of a set in Python, we use the len() function. This function takes the name of the set as a parameter and returns an integer value that is equal to the number of elements present in the set.

For Example- # Finding the length of a set my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} print("The length of a given set is", len(my_set))

Output:

The length of a given set is 4 2. Accessing the Elements of a Set

We cannot access the set elements using the index numbers as we specified before that the elements of a set are not indexed. Therefore, if we want to access the elements of a set, then we can use a for loop and access its elements.

For Example- # Printing all the elements of a set using For loop my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} for element in my_set: print(element)

Output:

Data Scientist Data Engineer Data Analyst Analytics Vidhya 3. Adding the elements to an existing Set

We can add the new elements to a set using either of the two functions,

Adding a single element – add() function

Adding more than one elements – update() function

For Example- # Adding a single element 'Business Analyst' to an existing set my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} my_set.add('Business Analyst') print(my_set)

Output:

{'Data Engineer', 'Data Analyst', 'Business Analyst', 'Data Scientist', 'Analytics Vidhya'} For Example- # Adding more than one elements 'Business Analyst' and 'Data Mastermind' to an existing set my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} my_set.update(['Business Analyst', 'Data Mastermind']) print(my_set)

Output:

{'Data Mastermind', 'Data Engineer', 'Data Analyst', 'Business Analyst', 'Data Scientist', 'Analytics Vidhya'} 4. Removing an element from a Set or completely delete a set

We can use the following ways to either removing elements from a set or deleting a complete set:

Using the set.remove(x) method

Using the set.discard(x) method

Using the set.pop() method

Using the set.clear() method

Using the del Keyword

The remove function

The set.remove(x) method takes one parameter x and removes that element x from a set. If the given element to this function does not exist, then raises an exception (KeyError).

In the below example, you can see that ‘Analytics Vidhya’ has been removed from the set using the remove() function. But when we specify ‘Business Analyst’ i.e, some element as a parameter to remove() that does not exist in the set, it will throw an error.

For Example- # Remove the element using remove() function my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} my_set.remove('Analytics Vidhya') print(my_set) my_set.remove('Business Analyst') print(my_set)

Output:

The discard function

The set.discard(x) method takes one parameter x and removes that element x from a set if it is present. Now, if we want to remove some element from the set, and we are not sure whether that element is actually present in the set or not, then we can use this function. In comparison to the remove method, the discard method does not raise an exception (KeyError) if the element to be removed does not exist.

For Example- # Remove the element using discard() function my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} my_set.discard('Analytics Vidhya') print(my_set) my_set.discard('Business Analyst') print(my_set)

Output:

{'Data Scientist', 'Data Engineer', 'Data Analyst'} {'Data Scientist', 'Data Engineer', 'Data Analyst'}

In the above example, you can see that ‘Analytics Vidhya’ has been removed from my_set but discard() has not thrown an error when I used my_set.discard(‘Business Analyst’) even though ‘Business Analyst’ is not present in my set.

The pop function

The set.pop() method also removes set elements, but since a set is unordered, we will not know which element has been removed from the set.

For Example- # Remove the element using pop() function my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} my_set.pop() print(my_set)

Output:

{'Data Engineer', 'Data Analyst', 'Analytics Vidhya'} The clear function For Example- # Remove all the element using clear() function my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} my_set.clear() print(my_set)

Output:

set()

In the above example, we can see that after the clear() operation, my_set becomes an empty set.

The del Keyword

When we want to completely delete the set, we can use the del keyword to do so.

For Example- # Delete the complete set my_set = {'Analytics Vidhya', 'Data Scientist', 'Data Analyst', 'Data Engineer'} del my_set print(my_set)

Output:

In the above example, we can see that after running the code, it will throw an error because my_set is deleted after performing the operation.

Mathematical operations on Python Sets

We can use sets in Python to compute mathematical operations such as,

Union,

Intersection,

Difference, and

Symmetric difference

These logical operations can be represented with a diagram, which is known as the Venn diagram. Venn diagrams are widely used in Mathematics, Statistics, and Computer science to visualize the differences and similarities between the sets.

Image Showing all the Mathematical Operations which we can perform on Sets

Image Source: Link

1. Union of Sets

The union of two sets A and B is defined as the set containing the elements that are in A, B, or both, and is denoted by A ∪ B.

Figure Showing the Union of Two Sets

Image Source: Link

To compute this operation with Python, we can use either of the following two ways:

Using set.union() method

For Example-

my_set_1 = {1, ‘Analytics Vidhya’, 3.45} my_set_2 = {‘1’, 3.45, ‘Analytics Vidhya’, 1}

Output:

The union of two sets is given by {1, 'Analytics Vidhya', 3.45, '1'} Using set.union() method For Example- # Union of two sets using set.union() method my_set_1 = {1, 'Analytics Vidhya', 3.45} my_set_2 = {'1', 3.45, 'Analytics Vidhya', 1} print(" The union of two sets is given byn", my_set_1.union(my_set_2))

Output:

The union of two sets is given by {1, 3.45, 'Analytics Vidhya', '1'} 2. Intersection of Sets

The intersection of two sets A and B is defined as the set that consists of the elements that are common to both sets and is denoted by A ∩ B.

Figure Showing the Intersection of Two Sets

Image Source: Link

In Python, we can compute the intersection of two sets using either of the following two ways:

Using the ‘&’ operator

Using set.intersection() method

Using the ‘&’ operator

We can determine the intersection of two or more sets using the ‘&’ operator.

For Example- # Intersection of two sets using '&' operator my_set_1 = {1, 'Analytics Vidhya', 3.45} my_set_2 = {'1', 3.45, 'Analytics Vidhya', 1} print(" The intersection of two sets is given byn", my_set_1 & my_set_2)

Output:

The intersection of two sets is given by {1, 3.45, 'Analytics Vidhya'} Using set.intersection() method

We can also determine the intersection of two or more sets using the intersection() function.

For Example- # Intersection of two sets using set.intersection() method my_set_1 = {1, 'Analytics Vidhya', 3.45} my_set_2 = {'1', 3.45, 'Analytics Vidhya', 1} print(" The intersection of two sets is given byn", my_set_1.intersection(my_set_2))

Output:

The intersection of two sets is given by {1, 3.45, 'Analytics Vidhya'} 3. Difference of Sets

When we take the difference between two sets, then it produces a new set that consists of elements that are present only in one of those sets. This means that all elements except the common elements of those sets will be returned.

In simple and short terms, we can say that the difference between two sets A and B is defined as the set of all elements of set A that are not contained in set B and is denoted by A-B.

Figure Showing the Difference Between the Two Sets

Image Source: Link

To compute the difference between two sets in Python, we can use either of the following two ways:

Using the ‘-‘ operator

Using set.difference() method

Using the ‘-‘ operator

To find the difference between the two sets, we can use the ‘-’ operator.

For Example- # Difference of two sets using '-' operator my_set_1 = {1, 'Analytics Vidhya', 3.45} my_set_2 = {'1', 3.45, 'Analytics Vidhya', 1} print(" The difference of set 1 from set 2 is given byn", my_set_1 - my_set_2) print(" The difference of set 2 from set 1 is given byn", my_set_2 - my_set_1)

Output:

The difference of set 1 from set 2 is given by set() The difference of set 2 from set 1 is given by {'1'} Using set.difference() method

The difference of sets can be determined using the built-in difference() function also.

For Example- # Difference of two sets using set.difference() method my_set_1 = {1, 'Analytics Vidhya', 3.45} my_set_2 = {'1', 3.45, 'Analytics Vidhya', 1} print(" The difference of set 1 from set 2 is given byn", my_set_1.difference(my_set_2)) print(" The difference of set 2 from set 1 is given byn", my_set_2.difference(my_set_1))

Output:

The difference of set 1 from set 2 is given by set() The difference of set 2 from set 1 is given by {'1'} 4. Symmetric difference of Sets

The symmetric difference of two sets A and B is defined as the set of elements that are in either of the sets A and B, but not in both, and is denoted by A △ B.

Figure Showing the Symmetric Difference Between Two Sets

Image Source: Link

In Python, we can find the symmetric difference of two sets using either of the following two ways:

Using the ‘^’ operator

Using set.symmetric_difference() method

Using the ‘^‘ operator

To find the symmetric difference between two sets, we can use the ‘^’ operator.

For Example- # Symmetric Difference of two sets using '^' operator my_set_1 = {1, 'Analytics Vidhya', 3.45} my_set_2 = {'1', 3.45, 'Analytics Vidhya', 1} print(" The symmetric difference of two sets is given byn", my_set_1 ^ my_set_2) print(" The symmetric difference of two sets is given byn", my_set_2 ^ my_set_1)

Output:

The symmetric difference of two sets is given by {'1'} The symmetric difference of two sets is given by {'1'} Using set.symmetric_difference() method

The difference of sets can be also determined using the built-in symmetric_ difference() function.

For Example- # Symmetric Difference of two sets using set.symmetric_difference() method my_set_1 = {1, 'Analytics Vidhya', 3.45} my_set_2 = {'1', 3.45, 'Analytics Vidhya', 1} print(" The symmetric difference of two sets is given byn", my_set_1.symmetric_difference(my_set_2)) print(" The symmetric difference of two sets is given byn", my_set_2.symmetric_difference(my_set_1))

Output:

The symmetric difference of two sets is given by {'1'} The symmetric difference of two sets is given by {'1'}

Alternative container: Frozenset

A frozenset object is a Python set that cannot be modified i.e, once created, cannot be changed. This means that it is immutable, unlike a normal set that I have discussed previously. One of the applications of frozen sets is to serve as a key in dictionary key-value pairs.

Since Frozen sets are immutable, therefore, you cannot perform operations such as add(), remove(), update(), etc. If you trying to add an element to a frozenset, then it raises an exception (AttributeError). (See the below Example)

For Example- simple_set = {1,'Analytics Vidhya', 4.6, 'r'} frozen_set = frozenset(simple_set) print("The frozenset corresponding to a given set is n", frozen_set) frozen_set.add('Business Analyst') print(frozen_set)

Output:

How to Create a Frozenset? For Example- simple_set = {1,'Analytics Vidhya', 4.6, 'r'} frozen_set = frozenset(simple_set) print("The frozenset corresponding to a given set is n", frozen_set)

Output:

The frozenset corresponding to a given set is frozenset({1, 'r', 4.6, 'Analytics Vidhya'})

The above output consists of the set frozen_set which is a frozen version of simple_set.

Accessing Elements of a Frozen Set

Elements of a frozen set can be accessed by using a for loop.

For Example- frozen_set =frozenset([1,'Analytics Vidhya', 4.6, 'r']) for element in frozen_set: print(element)

Output:

1 r 4.6 Analytics Vidhya

The above output shows that using the for loop, all the elements of the frozen_set have been returned one after the other.

How Cybersecurity Transforms Ai And Big Data Analytics In Healthcare

Technology Magnifying Healthcare Follow-ups

Malignant players are becoming agile when it comes to targeting medical management, which makes cybersecurity a big issue. As per survey data reports, 90% of hospitals have experienced a cyber-attack in the time span of the last five years. Although, with the growth of AI and

Malicious Software Diagnosis

When it comes to malware detection, machine learning applications play a critical role. As most of these applications are architected to indicate risk using historical data and malware pattern, they can briskly detect alarming threats against the healthcare sector.

Retaliation of Security Violation

Artificial intelligence has better efficiency to eliminate the risks after a security breach when compared to conventional models. AI can potentially identify oddities in the nexus. Subsequently, the issue is then forwarded to human insight for further operations. Additionally, traffic signals can be categorized to separate sensitive data on individual security protocol using AI-powered automation.

Uproot the Risk Factor

Smart gadgets are more vulnerable to being hacked but AI is helpful in this area too. Data encryption, particularly for malware detection, can be implemented using AI which can set medical management teams free from depending over makers to ensure if security is upgraded.

Healthcare Industry has been one of the significant grantees of modern technologies embracing Artificial Intelligence (AI) and Big Data in the sector. The ever-growing efficiency of these technologies has a lot to offer in the field specializing in concerning health results, reduced costs and improved convenience. We can clearly witness the optimistic flourishing of healthcare sector at prompt velocity including managing patient health, curing diseases and others. Realizing the need of the hour, the healthcare industry is accepting tech innovations at a rapid pace to meet the rising demands. Since everything has its own pros and cons, similarly cybersecurity has become a haunting concern in critical healthcare sector regarding patient health. Let’s have a brief look at the rhythm of Cybersecurity, AI and Big Data’s role in it.Malignant players are becoming agile when it comes to targeting medical management, which makes cybersecurity a big issue. As per survey data reports, 90% of hospitals have experienced a cyber-attack in the time span of the last five years. Although, with the growth of AI and Big Data , safeguarding the patient data has become comparatively chúng tôi it comes to malware detection, machine learning applications play a critical role. As most of these applications are architected to indicate risk using historical data and malware pattern, they can briskly detect alarming threats against the healthcare sector.Artificial intelligence has better efficiency to eliminate the risks after a security breach when compared to conventional models. AI can potentially identify oddities in the nexus. Subsequently, the issue is then forwarded to human insight for further operations. Additionally, traffic signals can be categorized to separate sensitive data on individual security protocol using AI-powered automation.Smart gadgets are more vulnerable to being hacked but AI is helpful in this area too. Data encryption, particularly for malware detection, can be implemented using AI which can set medical management teams free from depending over makers to ensure if security is upgraded. Having excitement regarding innovations in quite natural but the anticipation of risk factor coming along with it should be kept in mind. However, these circumstances make it important for healthcare administrators, physicians and patients to be cautious and candid to retain secure progress in the near future.

What Are Microsoft’s Slow, Fast And Release Preview Rings?

What are Microsoft’s Slow, Fast and Release Preview rings?

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A lot of us are interested in finding out what are the latest features that Microsoft plans on releasing update after update. Those of us that want to also have an active role in the development process can also be part of the Windows Insider program.

It is an open software testing program by Microsoft that allows users who own a valid license of Windows to register for pre-release builds of the operating system. These builds were previously only accessible to software developers.

While this in itself seems like something very exclusive, even here Microsoft delivers the content based on categories on rankings, also known as Rings.

The different Rings in the Windows Insider program

Microsoft currently has multiple Rings, and these are the following:

Canary

Selfhost

Fast

Microsoft

Slow

Release Preview

However, the Fast, Slow and Release Preview Rings are the only ones where users are the ones that test out the builds.

1. The Fast Ring

Those that are part of the Fast Ring are the first users to receive the pre-release builds after testing from Microsoft. Windows Insiders in the Fast Ring receive updates prior to Windows Insiders in the Slow Ring but might experience more bugs and other issues.

However, those in the Fast Ring may receive updates at around once per week, up to twice per week at the end of the build’s development cycle.

2. The Slow Ring

Those that are part of the Slow Ring are usually users that want to test out the latest features that Microsoft introduced, but also hate facing bugs and issues.

Since the build was previously tested by those in the Fast Ring and then again for a period by Microsoft employees, this build is a bit more stable. The only downside is that Insiders in the Slow Ring receive updates less often.

3. The Release Preview Ring

The content that Insiders in the Release Preview Ring receive is nearly identical to what the average customer receives upon official release. Like the retail version, this one receives monthly updates, security fixes, bug fixes. These are by far the most stable builds that feature the fewest bugs possible.

Closing thoughts

As you may have noticed, Windows builds go through a wide variety of stages before reaching the general public. This ensures a sense of quality control from both Microsoft employees and customer feedback. And the best part is that joining the Windows Insider program is completely free.

How Does Cybersecurity Assessment Work?

Cybersecurity is now the greatest concern in this digital age. We’ve seen 160 million data compromise victims According to the most recent reports, the number of records was much higher than in the previous year. Unsecured cloud databases are the main reason for this rapid rise.

Do you not think this is a warning to all companies on the market? It is, but it doesn’t mean that everything is secure online. It all comes down to your cybersecurity program and security protocols.

Conducting a cybersecurity audit is all you have to do. Many people confuse cybersecurity audits with cybersecurity assessments. The terms mean different things and have different processes.

This blog will help you to understand the differences between audit and cyber assessment. You will also learn when to implement it. Let’s get started.

What’s a Cybersecurity Assessment?

Cybersecurity assessment is an in-depth investigation of cyber security risks and recommendations for best security practices. This assessment is intended for IT-related and IT-related businesses only.

In some cases it can also be used to assess business units. This process is used by companies to assess how secure their systems and organization are, and to identify the areas that need attention. This assessment will be performed by a cybersecurity analyst or consultant.

What Does Cybersecurity Assessment Look Like?

This is the general approach to conducting a cybersecurity assessment:

First, identify all relevant systems, processes, data.

Do a cybersecurity risk assessment to determine vulnerabilities and threats as well as the likelihood of them happening in the future.

Recommendations for the best security practices should be made.

Communication between the management, IT team, security, and the analyst performing the assessment should be maintained.

It is important to establish a timeline for cybersecurity assessments. They can take several days or even weeks depending on the scale of the assessment and the methodology used.

This is because you can assess how secure your company is against cyber threats. You can also estimate the risk and cost.

When is a Cybersecurity Assessment conducted?

Although cybersecurity assessments are ongoing, they can be done at any time. It is done, however, for the following:

Before you apply a new IT system, or network security technology.

Before you start a new operation in any area of your company.

Before outsourcing or hiring employees with access to critical information.

If you have to conform with industry standards or regulatory agencies.

If your organization has undergone a major infrastructure change.

Cybersecurity Assessment Benefits:

Companies can identify cybersecurity gaps and then work to fix them.

Estimates financial losses due to poor security practices and a lack of cybersecurity precautions.

Provides guidance on how to create a solid strategy against cyberattacks.

Learn about the downsides of cybersecurity assessment.

– This is an expensive process that is often not affordable for small businesses.

What is a Cybersecurity Audit?

Cybersecurity audit is a process that is mostly used to assess IT systems. It includes the assessment of records, logs and change management controls. Physical security access controls can also be applied.

Configuration parameters, policies, standards, and policies are all included. This includes penetration testing to determine if vulnerabilities exist to give organizations an objective opinion on whether current security controls are sufficient or need to be improved. It is an independent evaluation of the IT infrastructure and systems.

What Does a Cybersecurity Audit Look Like?

Certified internal auditors, information security professionals or an external third party can conduct a cybersecurity audit. The audit is performed in two phases.

Phase 1: Internal Audit

This phase is performed by internal auditors or information security specialists. This phase is extremely detailed and can result in high company costs if it’s implemented.

– This phase includes an evaluation of current systems. Additionally, vulnerability at different levels are considered.

Phase II – Third-Party Audit

Independent auditors are independent from the company and perform this phase. It’s an objective assessment of IT systems to validate security controls.

When is a Cybersecurity Audit Conducted

A cybersecurity audit is usually done when IT systems are affected by changes in policies or functions. Depending on the frequency of system changes, policies and procedures, the company might opt to have it done at intervals such as annually or quarterly.

Cybersecurity Audit Benefits:

This tool allows you to find vulnerabilities and fix them.

Determines the effectiveness of controls.

Helps to identify procedures for monitoring or handling security incidents.

Offers an objective view of your business.

Cybersecurity Audit Drawbacks:

– This is not recommended for small businesses that do not have the resources to conduct proper testing.

It can take time and delay new products or projects.

What’s the Difference between Cybersecurity Audit and Assessment?

It’s now time to understand the differences between cybersecurity audit and assessment. We have listed the main points that will help you quickly understand the difference.

Cybersecurity assessment and audit are two different types of security compliance processes. However, they differ in the focus areas that they cover. An audit, on the other hand, is more specific.

Cybersecurity assessment includes areas such as vulnerability scanning, risk analysis and network access controls. Cyber audit, on the other hand, focuses exclusively on IT systems that store or process company information.

– Internal staff are responsible for assessment, while an external auditor conducts audits.

– An audit may be more detailed than an assessment.

Assessment can be used to assess the security of your organization. An audit is used to validate the effectiveness and efficiency of security controls.

You can save money by performing a cybersecurity assessment. Some steps can be skipped, or reduced. An audit, on the other hand, is more thorough and may result in higher costs for the company.

– An auditor will only be concerned with IT security systems.

-The assessment covers a variety of areas, such as vulnerability scanning, risk analysis and access controls for networks & system. An audit does not assess infrastructure and IT systems.

Conclusion:

This article should have helped you to understand the differences between audit and cybersecurity assessment. Both processes are different and you don’t need to be done together. An audit is also a good idea if you are new to information security. It helps to validate security controls.

If you are an expert in the field, it would suffice to conduct a review of the entire process before making any major changes. The costs of an audit will be cheaper if you are able to do the assessment correctly.

Optimize Your Data Applications With Tiered Storage And Fast Ssds

Tiered storage is all about matching cost of storage to application priority — the most important applications get the fastest storage. While the first storage systems included three tiers of hard drive storage, and the next versions included a tier of SSD storage as a Tier 0 above the three hard drive tiers, today, there are multiple options for fast SSDs in multiple tiers.

Flash memory has become fast enough that one drive can overwhelm the SATA bus, or even the SAS bus. Newer versions of flash have been developed to use the faster busses — PCIe, NVMe and even the memory bus, which has enough bandwidth to support multiple fast SSDs on the same connection.

With tiered storage, each tier offers a jump in performance and cost over the one below it. The memory bus has the fastest transfer rates and very low latencies, but is expensive, while the PCIe bus and NVMe are very similar — a single NVMe connection is equivalent to a 4x PCIe slot, with lower costs than memory bus SSDs, while SATA SSDs are relatively inexpensive, but limited in bandwidth and latency by the SATA connection.

For lower-level memory tiers, the first versions of Optane are available in PCIe bus versions, and will later include memory bus versions. Currently available Optane drives are rated at about 1200 MB/s, or about half the speed of the NVMe Samsung 960 Pro, which is rated at about 2500 MB/s.

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The PCIe SSDs consist of one or more NVMe drives mounted on a PCIe board. They can be used in systems that do not have separate NVMe interfaces built in. The upside is that they can be used on any motherboard, but the downside is that they are substantially bigger than M.2 or U.2 NVMe SSDs, meaning you may not be able to fit as many into a data center configuration.

For the purposes of tiered SSD storage, a system might have memory bus SSDs, NVMe SSDs and SATA SSDs as the three tiers; or an NVMe, SAS and SATA SSD configuration; or even NVMe and two different tiers of SATA-based SSDs with different performance.

Learning to Optimize Hardware and Software

With the right software and relative sizes of different tiers, a two-tier or three-tier SSD tiered storage system can provide the blazing speed of the top tier and the less-expensive capacity of the bottom tier by keeping the most often-used data in the top tier, and migrating the less-used data to the lower tiers.

Typically, 10 to 20 percent of data is hot, which means that the top tier only needs to be 10 percent of the size of the next tier. As long as all the hot data fits in the top tier, the overall performance of the system is the same as the top tier, while the remaining 80 percent of the data is stored on a slower but cheaper bottom tier.

When it comes to storage applications, it can take some time to figure out the right balance and ratio, but applying the right type of tiered architecture can ensure that your storage is optimized for scalability and changing data processing rates.

Find the best storage solutions for your business by checking out our award-winning selection of SSDs for the enterprise.

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