Privacy concerns about the Internet have been around since it broke into the mainstream from the academic world. But, for decades, the voices warning us about the dangers inherent in it were considered little more than prophets of doom, paranoid maniacs yelling in the desert. But then, the likes of Julian Assange and Edward Snowden popped up, seemingly out of nowhere, and changed the game.
Concerns about privacy and the big-brotherish Internet surveillance have skyrocketed after Snowden’s revelations. The “marginal” issues raised by the “prophets of dooms” so long ago are now central to many Internet users worldwide.
The primary question in every concerned user’s mind is: what can I do to protect my privacy, then? So naturally, using a VPN is one of the most common answers (these days, even The Pirate Bay’s website encourages its users to adopt a VPN). So, it shouldn’t surprise us how the VPN market has exploded in recent years.
Covid-19 Further Highlights Online Privacy Concerns
Then the Covid-19 pandemic arrived, pouring fuel into the fire. After that, online digital activities grew exponentially as millions of people worldwide found themselves confined, needing to work from home. They began doing everything through Zoom meetings, and cloud computing. Learning on the fly about the privacy implications of their everyday activities.
So, the previous indifference to privacy issues has become an obsession for many. Suddenly, everything we say or do has potentially tragic privacy implications, and the world is in constant danger.
And if everything and anything can influence everybody’s privacy, new technologies have even more potential to do so, like the blockchain.
Blockchain technology has been a subject as volatile as privacy – if not more so. The ideas behind Bitcoin’s structure crawled out of the cryptocurrency subculture into the computer science’s mainstream. It seemed that this new way of doing things had the potential to solve every technological or administrative problem. Then the hype went down almost as quickly as it went up.
Renewed Interest in Blockchain?
Some very influential forces in the technology world have remained adamant about their commitment to the blockchain. IBM, for instance, chose the Stellar Lumens blockchain as its platform of choice for blockchain projects, and it’s remained bullish about it. Then the world shook in fear as rumors went around that Facebook’s Libra project would be a blockchain integrated into the social network. And more recently, we’ve seen how other tech giants such as Samsung, Amazon, and Microsoft are all putting together blockchain projects to compete in the market.
So, is the interest in the blockchain having a renaissance? Probably not. It seems that the world’s leading players never dumped their blockchain projects for the future; they just kept them under wraps. There is still plenty of faith in the blockchain’s potential to go around, although it has remained very far away from fulfilling its promises.
The potential in the blockchain is not in question. It’s there, and it’s enormous. But too many questions still are in the way of actual mass adoption. Blockchains have implications for personal and data privacy, of course. Some of those implications are peripheral, but some go to the core of the problem. So, that begs the following question: could personal privacy be the issue that finally brings blockchain technologies right into the heart of the mainstream?
Is Personal Privacy the Catalyst for Making Blockchain Mainstream?
Before we go ahead and try to answer that question, let’s first review the basics of blockchains.
Bitcoin is the blockchain that gets the most attention from enthusiasts and skeptics alike. That’s because it was the first one to arrive in the world, and the wild fluctuations that Bitcoin’s value has had over the years make it a dramatic story at all times. So it’s Bitcoin’s value that gets all the press, and thus most people are missing the point: the star in the cryptocurrency world is not Bitcoin. It’s the blockchain itself.
The blockchain is the algorithm that enables Bitcoin (and every other cryptocurrency) to exist. It’s the technology that can produce and maintain a secured, immutable, unhackable database (a ledger in most cases), and it’s that ledger that keeps Bitcoin alive.
And again, the blockchain is the innovative element in crypto, not the currencies. Blockchain applications extend far and away from managing digital money, even if it remains the use case that led to its existence.
And why is the blockchain the true star in the cryptocurrency movement? Because it provides a method in which you can keep a database pristine at all times. It makes arbitrary alterations or user fraud exceedingly challenging to achieve and even impossible in practice if the network is large enough. So a blockchain can authenticate anything that can be digitalized, even indirectly, without any “trust gaps” in the process.
How Can Blockchain Help with Protecting Personal Privacy?
Blockchain observers and enthusiasts see a resource that could become an alternative to things like passwords and usernames in the blockchain. Imagine a blockchain in the future that provides every single Internet user in the world with a digital identity. One that is encrypted, secure, and unalterable without the user’s consent. And this identity certificate will give you access to everything from your Gmail account to your medical records. The same blockchain would keep tracking your data and storing it. Because the blockchain architecture is all about safety and inalterability, all that data would remain safe and secure at all times. And that’s the theory. Personal privacy aided by blockchain could look like that in the future.
But every new technology always has to face and overcome generalized user resistance. So a relevant question is, are we ready to allow the blockchain to create a digital watermark for each of us? Are we willing? Will we trust it and support it if such a network comes alive?
Privacy vs. Protection
If we’re going to talk about using the blockchain as the foremost tool to protect privacy, then the first thing for us to understand is that privacy and protection are two very different notions. So, let’s try to come up with working definitions for both.
Privacy refers to your ability to decide what information other digital parties can collect about you. For example, are you ok with a website analyzing the type of songs you’re listening to every day? Or figuring out what your favorite pasta brand is by analyzing your shopping decisions? What rights should you have to determine all that?
Protection comes next. Once that privacy-related information is out there in somebody’s database, what is the database owner doing to make sure that it’s secure and that it won’t end up in the hands of hackers, third parties, or the government?
Privacy is a user right (not that it’s very respected by everybody, but it is, in principle). Protection is a duty that those who conduct data gathering (not that they honor it so often, either, but, again, it is in principle) are supposed to observe, if only because it’s in their best interest.
So the coin has two sides: privacy and protection, and both are crucial. Blockchain technology is excellent at one, but not with the other one.
Let’s consider the following scenario:
A user wants the option to delete a bit of data about himself that the blockchain stored previously. He can’t. The blockchain’s databases, ledgers, or other digital objects cannot be altered retrospectively. A blockchain’s memory is perfect because its history has a copy in every node in the network. In the words of Douglas Adams, “once that something happens, it stays happened.”
So how much of an advantage is this perfect blockchain memory? Well, it already flies in the face of the European Union’s General Data Protection Regulation. This legislation places the right of every user to be “forgotten” as an essential priority.
So, for instance, if I order a book on Amazon today that could become shameful to own in the future, that simple fact shouldn’t stay online to pester my future existence forever. But if these issues became ruled by the blockchain, then the memory of that book would be there forever to make my future miserable. We could discuss if any digital information storage system can truly forget naturally, but that’s for another day and another article.
For now, we will keep to the blockchain case. So no, it doesn’t forget; it never will. And this illustrates how a blockchain Big Brother would be a fantastic solution in terms of security but a bane for privacy rights.
Could there be a middle-of-the-road solution?
Let’s imagine something that a blockchain could manage: the ability to control when your data can be used in a particular event instead of having the ability to opt out immediately. This is a nuance compatible with the blockchain philosophy, and it could improve everybody’s data experience.
But let’s not get ahead of ourselves. The scenarios we’ve described so far are what we could have with the current blockchain technology. But the blockchain is in its earliest infancy, it’s in the diaper stage still, and as it grows up and matures, it could offer us something much more nuanced and flexible to assist with privacy and protection. So let’s not throw the baby out with the bathwater yet. The idea to learn is that, at this stage, the usefulness of blockchains to protect personal privacy is very limited, as we (or the EU regulations) need it to be.
Centuries ago, gold and silver were wealth. They stored value. In today’s world, gold, silver, legal tender, and many other things hold value too (Bitcoin, for instance), but there’s a new player in the world: data. There is value in data in today’s economy.
For example, every time you perform a search on Google, the server knows it, keeps a record, and stores it in a database. Why? Because it knows how to put that piece of data together with other ones about you and monetize them. If you provide a valued customer ID at your grocery store, somebody tracks that information because it’s worth something to them.
And that’s nothing! When the Internet of things becomes prevalent, all your devices and toys will provide insane amounts of information about yourself to anybody willing to pay for it. And this is the context in which a blockchain becomes a vital tool in personal privacy protection.
Empowered or imprisoned?
A blockchain can empower users to choose the bits of data they want to be out there and who should have them. No, you can’t alter them once they’re out. So, if they visited a site with questionable content, the world would know (the fraction of the world who cares, at least).
But they could have the option to turn off access to that server so that nobody finds out. This would hold true until the blockchain in question gets hacked, of course. And hacked, it will be until it has enough nodes scattered around the planet so that no single agent can ever secure control of more than 50% + 1 of the network, which is what a hack needs.
Can Blockchain technology be hacked?
So, yes, blockchains can still get hacked. And no, it’s not easy. And when they’re as big as Bitcoin, for example, it’s impossible in practice. But until the theoretical possibility remains there, the danger for privacy protection prevails. And even the theoretical chance a hacker has of disrupting a blockchain becomes irrelevant when complexity comes into the equation.
But let’s not get sidetracked. The blockchain holds enormous potential for protecting personal privacy and data. But having a blockchain-based solution for this problem is years in the future. Moreover, that kind of project would need willing coordination from governments, businesses, users, and regulatory authorities before it can happen.
The most likely scenario is that we will see pieces of a solution coming together in the next few years as the most tech-savvy companies begin to put forward blockchain experiments that offer partial protection to their customers. But it will be at least five years (being very optimistic) before we can see a blockchain-based encrypted identity service pop up as a viable commercial alternative.
Is Blockchain the answer to our privacy concerns?
So the big question remains: can blockchain be the personal privacy protection solution we all want? Yes, it could be. It has the seeds of the solution in it so that the fruit could solve the problem in the future. So the answer is: yes, maybe, someday.
But as things stand today, even one year is too long to wait for anything. The digital world moves too fast already. So if what we want is something that will help things right here and now, then blockchain isn’t it. Unfortunately, nothing will help us improve our privacy protection more than the partial solutions we already have in the very present.
Seniors Don’t Want to Retire Anymore. Here’s Why and How to Help
Retirement can be a dream for one and a nightmare for another. People treat retirement differently, depending on their requirements and circumstances. While some feel retirement is the time to pack up bags and travel or commit to hobbies they have long paused for, others feel retirement is not the right option.
There may be various reasons behind pushing away retirement: I need the money, I love what I am doing, I can’t imagine myself not doing anything, etc. The recent trend indicates that most seniors are reluctant to retire, and some decide to stay on course past retirement, while others choose alternative careers.
According to a survey by the American Advisors Group (AAG), 46% of seniors (60-70 years) had plans to work part-time jobs during retirement. 18% said they wish to work after passing the age, a rise of 8% from a 2019 survey. 12% of the respondents said they have no plans of stopping full-time work, an increase of 6% from 2019.
Although extending your retirement period or not wanting to retire may have their reasons justified, it may create a tricky situation for the newer generation. As a result of the baby boomers’ late retirement, the next generations may see a shortage of career growth, employment options, etc.
Why are most seniors reluctant to retire?
Some of the reasons why most seniors are reluctant to retire may include a vast number of reasons. People are in much better shape than previous generations and live longer. Some feel they will become bored at home or even doing their activities. Many still want to contribute in some way to society.
Did the pandemic change retirement plans?
Due to the pandemic, many seniors are rethinking their retirement plans. The pandemic has given many people the experience of their retirement days, and many found it boring and meaningless.
Many realized they loved their job and found meaning in what they did. To them, quitting their job to sit at home was not meant for them. Many also realized they might not have enough saved to survive such uncertainty.
Support family and maintain a standard of living.
First, the pandemic and then inflation dipped almost every bank account. Many seniors are draining their savings or depending on their paychecks to stay on track. In addition, about 50% are using up their retirement savings to support their children.
Some seniors are turning their back to retirement to support and maintain their standard of living. They believe they should continue to work to ensure that they have enough financial capacity and the freedom to spend their retirement days as they had hoped.
Debt and broken savings account.
Finances are a significant aspect for almost everybody when considering retirement. The recession has dramatically affected retirees and soon-to-be retirees, reducing their retirement accounts and property value. Most are more concerned about their medical and long-term care costs than their daily expenses.
The most current data shows that Baby Boomers and Gen Xers carry high amounts of non-mortgage debts. The credit card debt alone for Baby Boomers stands at $6,043 and $7,155 for Gen X.
On the contrary, Millennials’ credit card debt balance stands relatively low, at $ 4,322. Not considering the advantages of various financial tools, like debt consolidation, can be why seniors are comparatively behind with a higher debt balance. As a result, they need to continue working to improve their finance.
Increased life span.
Another possible reason for delayed retirement is the increased life span of Americans. A recent survey implies that the average life expectancy of Americans has risen to 78.9 years in 2020 from 39.4 in 1960.
With the rise in life expectancy, an average 60-year-old can expect to live for 15 to 20 years. Back in time, it was easy for retirees to survive with pensions or continue work till they died. However, most view 20 years as a long time to sit around doing nothing and stay using savings. Also, you need to support yourself with healthier health and an increased life span.
How seniors’ late retirement is affecting the next generations?
Although seniors may have their reasons justified with the best interests in mind, late or no retirement can bring various setbacks for the economy, companies, and especially for the next generations. Some of the setbacks are:
Difficulty moving up the career ladder.
While seniors are putting off their retirement plans, the next generation may find it difficult to climb the career ladder. Moving up to the middle and higher position can be difficult if there are no vacant positions. Various surveys show that most employees view career growth opportunities as one of the top factors in employment.
As a result, most younger workers are switching jobs hoping to seek higher positions and increased pay. Ultimately, retaining competent employees is increasingly difficult for companies, which may sometimes harm the business.
With the younger workers switching to seek higher positions and seniors not ready to quit, the next generation is trapped in the middle, without many scopes for promotions or increments.
Unable to make enough money.
The pervasiveness of senior workers in the workforce also affects the economy. With seniors blocking the path for the next generation, their scope of promotions and making more money is limited.
Result: they are not being able to support or contribute to the economy. Also, they are hardly making enough for themselves. Low savings and high debt amounts include their list of concerns. The situation raises concern for the next generation to rethink their retirement plans.
In addition, with the aging workforce, overall productivity also gets tampered since most are hesitant to adopt new technologies.
What can be done to prevent the next generation from facing the same problems?
There are possibilities for the next generation to succumb to these situations and delay or rethink their retirement days too. However, some steps can be helpful to prevent the next generation from facing the same problems.
Make saving for retirement a priority and strategize for it.
It is a common situation that people don’t often plan for retirement until they are halfway nearing their retirement period. There may be various reasons people don’t start saving for retirement earlier in their careers. Examples may include having debts, not having a fat enough paycheck, family responsibilities, etc.
However, it is necessary to understand the importance of saving for retirement before you can see it coming. When you start to save or invest for retirement while you still have a long way to go, you are allowing yourself to build a more considerable fortune for retirement over time.
Build a side cushion to let your retirement account grow.
Another common mistake people make when planning to allocate funds for their retirement is, overlooking the importance of an emergency fund. Increasing your retirement savings accounts is of little use if you have to tap into those accounts in times of dire need.
Building an emergency fund acts as a side cushion for your savings account. Ideally, a side cushion or emergency fund should be able to suffice for all your expenses for a minimum of six months.
It can be helpful to support you in times of uncertainty like the pandemic, loss of job, an accident, etc. You can confidently contribute to your retirement accounts when you have an emergency fund that can support you with expenses for six to twelve months.
You will know that you can let your cushion grow without fear of the need to break into your saving for an unfortunate event before retirement.
Look for ways to pay off debts and handle finances efficiently.
Handling your finances is as essential as having savings for retirement. Financial habits like overspending, paying off your bills late, paying bank fees like overdraft charges, taking out loans, etc., are all examples of poor financial management. When you handle your finances efficiently, you can strengthen your financial grounds with an enormous nest egg.
In addition, it is good to pay off your debts at the earliest possible time instead of paying the minimum amounts and carrying the balance over. Again, taking advantage of the financial tools available to you can be helpful in getting rid of your debts faster.
Financial instruments like balance transfer and debt consolidation are some options you can use to get debt free quickly. Ideally, you should always begin repaying the debt that carries the highest interest rate.
For example, credit card debts usually have high interest, and paying the minimum monthly amount can result in more interest in the long run. Instead, when you decide to consolidate debt, you can obtain a lower interest on the debt, and paying off the balance can become more accessible and faster.
Look for volunteering or part-time jobs to stay engaged.
While more and more seniors wish to continue working for the love of what they do, some seniors have a different reason. They choose to continue working because they want to stay engaged. With an increased life span and good health conditions, people view 20 years as too long for hobbies or to sit around doing nothing. Hence they prefer to stick to their current job for as long as possible.
Instead, it is an excellent time to volunteer for a cause or take up some part-time jobs that can allow free time while also keeping busy for some time with work.
Look for meaningful jobs like mentoring or training.
Reportedly, many seniors want to stay on the field because they love their work. In other words, they love their jobs and wish to continue working for as long as possible. Unarguably, seniors bring to the table years of experience, soft skills, and the capability to work calmly under pressure. They are treasured for the expertise and patience that the newer generations lack.
Hence they can do so meaningfully by imparting their knowledge and experience to the next generation. Creating a working environment with flexible working hours, where seniors can train or mentor their juniors, can benefit all.
Seniors can continue their job while the next generations can learn from them without feeling trapped. The company can get the best from the highly skilled multi-generational set of employees.
Bringing Changes in Working Culture
With many seniors refusing to quit, it may be time to change the work culture. It can be helpful to split C-level jobs into two. This strategy will allow the next generation to perform duties and responsibilities. It gives them a half-promotion, and they will be motivated to stay in the company.
In addition, companies may also consider shifting from the traditional corporate hierarchy to a horizontal hierarchy. This shift in hierarchical structure can motivate employees to work as team members and swap through different positions.
As a result, employees with more skills can select from various career ladders.
Seniors wanting to retire and spend the rest of their lives in tranquility is common. Some seniors are waiting to embrace their retirement days, which has been a commonly anticipated scenario for a long time.
However, nowadays, it is not unusual for seniors to delay their retirement until they enter their 70s or 80s. The Baby Boomers and some Gen Xers and Millennials have a similar perspective, and some may believe they should never retire at all.
You may hear various reasons behind this, from needing finances to flow in, loving what they do, or just needing to stay engaged through their life. An additional factor here is life expectancy.
With the advancements in medical treatment and an increased life expectancy, seniors can expect to live longer and healthier than their previous generations.
On the contrary, delayed retirement in one generation can bring unfavorable situations for the next generation. These situations can be averted by bringing in some changes. For example, seniors who wish to work because they want to be occupied or feel retirement is not the ideal place for them can take up volunteering or some part-time job.
On the other hand, seniors who want to continue working in their field because they love what they do can take up training or mentoring the newer generations. Splitting C-level jobs into two and shifting the hierarchical structure from traditional to horizontal are beneficial strategies companies can adopt to retain employees and boost productivity.
Also, it is necessary to begin preparing or saving for retirement much before you near your retirement period. Analyzing and responsibly managing your finances can help you build a stronger financial future. In addition, creating a side cushion to secure your savings and support you in times of need is vital for a promising future.
Published First on Due. Read Here.
Featured Image Credit: Photo by Anna Shvets; Pexels; Thank you!
How Artificial Intelligence Testing is Top-Notch in Cyber World
In the cybersecurity sector, artificial intelligence testing is crucial. This is because AI has the potential to help cybersecurity overcome some of its major obstacles. And there are many obstacles, including the incapacity of many organizations to stay on top of the numerous new risks and attacks that emerge as the internet and technological usage increase.
AI-powered cybersecurity is expected to change how we respond to cyber attacks. Because of its capacity to study and learn from enormous volumes of data, artificial intelligence will be crucial in identifying sophisticated threats. Moreover, AI testing is an all-in-one answer to safeguard these gadgets from malicious actors, as new technology and gadgets are always available.
This blog will walk you through the difficulties that the cybersecurity sector is now facing, the significance of employing Artificial Intelligence testing to overcome those difficulties and some of the drawbacks of doing so. Finally, we shall examine some actual applications of AI in this area before we conclude.
An Overview of the Cybersecurity Industry
Cybersecurity describes the processes followed by people or organizations to safeguard their online-connected computer hardware and software against cyberattacks.
The proliferation of emerging digital technologies like the Internet of Things (IoT). The rising frequency and intricacy of cyberattacks and rigorous data protection laws for data security. An uptick in attacks that target software supply chains is the key driver of the cybersecurity market.
In addition, the COVID-19 pandemic has increased the incidence of malicious attacks on databases in large enterprises. They are necessitating tighter database protection and fostering the expansion of the cybersecurity industry. In healthcare, banking, insurance, manufacturing, and financial services, growth in adopting organization security solutions is provident.
Some Intriguing Figures Related to Cybersecurity
- The amount of money spent on internal cybersecurity operations is anticipated to increase by 7.2% annually till 2026.
- By December 2026, it is familiar that global spending on cybersecurity services and products will increase by 8.4%. The necessity to fix the network, app, and system vulnerabilities as a result of ongoing corporate and individual cyberattacks are elements that are likely to promote growth.
- The cybersecurity industry was estimated to be worth $156.24 billion in 2020 and is anticipated to grow at a CAGR of 14.5 percent from 2021 to 2026, reaching $350.25 billion.
- Information security products and services generated $144 billion in revenue in 2018, down 12.4% from 2017, according to Gartner Inc.
- According to Gartner’s predictions, information security revenue will increase from $124 bn in 2019 to $170.4 bn in 2022. Additionally, according to their analysis, end-user expenditure on cloud security increased by 4.1 percent between 2020 and 2021.
Glaring Cybersecurity Challenges
You may be surprised to learn that human mistake accounts for 95% of cybersecurity breaches, according to a Google survey. These mistakes might include everything from downloading a virus-filled email attachment to using a weak password to access an unsafe website. According to studies, phishing attacks are among the most common cyber events, CEO fraud, stolen computers, and ransomware assaults. The effects of these attacks are stunning, even though they may seem easy to handle. In small and medium businesses (SMBs), data breaches cost, on average, $3.9 million. The top four are the top four: large-scale data monitoring, a slower turnaround, a lack of threat understanding, and organizational compliance standards.
Delving Into Common Cybersecurity Attacks
Cybercrime is always changing, with hackers constantly refining their tactics to cause the most harm, complicating the issues outlined in the previous section. Malware that could modify its source to evade detection made up 93.67% of the malware observed in 2019. Additionally, within the same year, 53% of consumer PCs and 50% of commercial computers both relapsed the infection. To eradicate this virus from its source, action and awareness are vital.
We should all be aware of the following examples of the typical cybersecurity threats that clever hackers have cleverly created.
When a hacker uses the social engineering technique of phishing, they send you an email that contains a dangerous link. By clicking the link, you could give them access to your computer so they can infect it with a bug and steal all of your personal data.
• Hardware and Software Attacks
If your system’s hardware and software are not updated to the most recent versions, missing critical security updates can be a risk. It can be introduced to “back doors” or “trojans” and obtain access to the system.
• Network Intrusions
Data going to and from a network endpoint can be hindered by malicious actors and decrypted. If they aren’t caught in time, they might alter it, tamper with it, or use it illegally.
• Cloud Data Breaches
Since more people are using private and public clouds, unencrypted data stored there is an open invitation to malicious hackers. Data saved in the cloud can also be composed due to unreliable interfaces or APIs, insufficient access control, and inadequate security architecture.
• Mobile Malware
Mobile devices’ internal operating systems may become unreliable due to this dangerous malware, which could reduce their functionality. This frequently occurs as a result of URLs being insecure online. In addition, downloaded applications with security flaws also contribute to mobile virus problems.
• Ransomware Attacks
One of the most common types of cyberattacks is ransomware, in which the attackers send a virus into people’s personal laptops and smartphones to access and use the data on those devices. They then want a ransom to give you access to it again.
How Can Artificial Intelligence Testing Enhance Cybersecurity?
A notable benefit of AI testing is that it significantly reduces some labor-intensive jobs known to be time-consuming, such as security monitoring, which is unquestionably a significant time-sink for IT security experts. AI testing can do this repetitious labor instead of humans having to keep an eye on numerous gadgets. To enforce proper cybersecurity, decrease attack surfaces, and detect malicious behavior, AI and machine learning testing need to be in collar.
Let’s look at some additional crucial areas where AI testing proves to be of the utmost significance:
• Moving a vast amount of information around
Each day, data of over 2.5 quintillion bytes are produced. Artificial intelligence (AI) technologies can assist in automating data processing. It makes sense of vast amounts of data that would be impossible for humans to understand in a usable manner. Security experts cannot evaluate and classify every piece of information because firms face millions of risks. As a result, it is tough for security specialists to foresee dangers before they destroy IT systems. Artificial intelligence testing can identify numerous cyber-security threats and issues without human analysts.
• Behavioral analytics
By analyzing how users typically interact with their devices, ML algorithms are intelligent enough to learn and create a pattern of user behavior.
AI testing flag the user as suspicious and possibly block them if it notices unexpected behaviors that are out of the ordinary. These actions include altering the user’s typing speed or attempting to access the system at odd times.
• Ability to analyze and comprehend data
AI testing analyzes millions of events and detects a wide range of threats. These threats include malware that exploits zero-day vulnerabilities, phishing attempts, and malicious code downloads. As a result, AI and ML have emerged as essential information security technologies. Companies may better understand dangers and respond to them faster thanks to these insights. It also helps them adhere to the best security procedures.
• Detection of spam
Spam detection, as well as other types of social engineering aided by natural language processing(NLP), is a subfield of deep learning.
In general, NLP employs a variety of statistical techniques and extensively learns typical verbal and nonverbal communication patterns to identify and prevent spam content.
• Systems for detecting and preventing intrusions (ID/IP)
These systems can detect harmful network activity, guard against intrusions, and warn users of potential dangers. Systems using ID and IP frequently prove useful in addressing data breaches and improving the security of user information.
Furthermore, it is feasible to guarantee a more effective operation of ID/IP systems by utilizing deep learning, recurrent, and convolutional neural networks. The methods above will make it easier for security teams to distinguish between safe and risky network activity. In addition, it improves traffic analysis accuracy and decreases false alarm frequency.
• Speedy detection of numerous types of threats
When it comes to hacking networks, cybercriminals are becoming more skilled and quick. The use of cutting-edge technology, such as machine learning, makes it easier to detect cyberattacks. However, it is hard for humans to keep track of every connected system for every possible hazard. These data are used to educate AI-powered devices, which can then learn from real and digital world data.
Wrapping Up: AI Testing Potential in Cybersecurity
Given the rising interest in AI in cybersecurity, it’s realistic to assume that in the future, we’ll see even more sophisticated solutions capable of resolving difficulties in the business that is even more difficult and complex. By automating threat detection, artificial intelligence testing will strive to save cybersecurity and contribute to internet safety.
IT security professionals now utilize AI to reinforce sound cybersecurity procedures. It reduces the attack surface and tracks malicious activity. In addition, it evaluates and deals with massive volumes of data and assesses human behavior.
This is by no means a comprehensive list of its functions. It’s preferable to embrace technology today and keep up with the times if you want to be more prepared for the AI-testing cybersecurity future.
Featured Image Credit: Provided by the Author; Thank you!
Automation in Pharmacy: A Key to Boost Pharmacy Work at 10X Pace
Automation is unclosing the new opportunities for the healthcare sector to thrive without hassle. In addition, it eliminates the extreme workload pressure in the healthcare ecosystem, especially in pharmacy stores.
Automation in pharmacy means peace of mind to patients, staff members, and stakeholders.
The real meaning of automation in pharmacy
People think that automation is all about robots taking charge.
But in reality, it’s more than just a robot.
Automation in pharmacy is an advanced system or software solution that automates repetitive tasks to eliminate manual errors, streamline workflows, speed up the process, ensure operational efficiency, and save time, costs, and resources.
Repetitive tasks include
This means the ultimate goal of the pharmacy automation system is to make life easier for pharmacists using robust tech.
A rise of the new era. The lucrative market is the proof itself.
As per the exclusive report from the Globe News Wire, “The Global Pharmacy Automation Market size is valued at USD 5,083 Million in 2021 and is expected to reach USD 10,402 Million by 2030.”
For pharmacies, improving efficiency and accuracy has always been a significant headache.
When we look at the past, the early forms of the automation system were expensive for pharmacies.
But the current scenario is entirely different. Pharmacies can now quickly implement advanced and robust automation software and machines at an affordable expense.
The adoption of automation is rising at a rapid pace in pharmacies or drug stores.
For instance, automated data-entry and dispensing systems, auto-refill, storage, and retrieval systems are standard automation solutions in pharmacies.
Automation has made a positive impact on the productivity, performance, and efficiency of the pharmacy.
The rising demand for lower medication or human errors will drive the entire pharmacy automation market.
How does automation perform in the pharmacy ecosystem? A technical context
The aim is to automate repetitive tasks. So, let’s explore what cooks behind the doors.
1. Tech scenario
RPA (Robotic Process Automation) drives manual workflows in autopilot mode.
It helps in creating and managing software robots.
Software robots are advanced tech solutions that perform tasks just like humans.
For instance, it understands, manages, and completes the data entry process faster and more efficiently.
2. Now, RPA tools are in action
You can’t build or deploy software robots into the pharmacy system without RPA tools.
UiPath (uipath dotcom) is one of the top RPA platforms to build RPA tech to automate repetitive tasks.
After creating a program, you can download it as a .exe file.
But remember, there are two ways – attended and unattended programs.
Attended means a manual start is needed, while unattended, the program automatically starts as per the scheduled time.
3. Now it’s time to install
Install a .exe file into the computer. Now your computer-based repetitive task is in autopilot mode, just like Tesla.
Pharmacy areas that are experiencing the positive outcomes of the automation
One can automate the following computer-based repetitive tasks in the pharmacy.
- Auto-refill to reduce the hassle of patients’ calls and text messages
- Automated inventory management to avoid the headache of the time-consuming and costly processes
- Automatic billing and invoicing to eliminate tedious procedures and manual errors
- Email and SMS automation to notify the patients about their refills and other things
- Automated pharmacy management to keep everything under the same roof
- Automated patient data tracking system
- Remote dispensing system
Automation brings happiness in the true sense
Automation opens endless possibilities for patients, pharmacy staff, and stakeholders to eliminate their headaches with ease.
- Efficient and streamlined workflows
- It makes the pharmacy ecosystem faster and more flexible
- Allows pharmacists to focus on other key areas
- Humans make mistakes. Automation doesn’t
- It improves the work productivity of the staff.
- Reduces the patient data management hassle
- Helps in avoiding the mess of the inventory management
- Auto-refills prescriptions that save time and resources
- Improves patient care experience and satisfaction
- Eliminates the human errors that enhance the patient safety
- Faster and efficient communication
- Ensures operational efficiency
- Improves the accuracy of the workflows
Technologies in the automation systems
1. RPA (Robotic Process Automation):
We both are familiar with how RPA is becoming a helping hand for the pharmacy. It reduces the work burden of the staff and gives them peace of mind in the true sense.
But there are still limitations of the RPA.
It cannot think for itself and performs the task based on the analysis. This means it performs input for the fixed output.
In addition to this, it also requires well-structured data to perform tasks more efficiently.
2. OCR (Optical Character Recognition):
OCR has emerged as the revolutionary tech solution in almost every sector.
The advanced technology automatically extracts the data from the image, PDF, and written text and converts it into a readable and editable format.
Automating the prescription ordering process is one of the drug store’s most common use cases of OCR.
However, it also needs a well-structured data formation to give an accurate output.
3. Artificial Intelligence:
With zero doubt, AI is now an integral part of the entire healthcare ecosystem.
From improving patient care experience to reducing the burnout of the clinical staff, AI in healthcare has shown positive results in almost every corner.
AI enables the pharmacies to make data-driven decisions and automate manual tasks such as personalized messages to patients etc.
What makes it exceptional from the rest is that AI holds the potential to think for itself for the given task or change in the output.
Lastly, an AI-based OCR system also helps get the ideal outcome even from the unstructured data format.
The future of the pharmacy automation
The pharmacy market is experiencing a growing trend of automation adoption.
RPA, AI, OCR, and ML are creating new opportunities in almost every inch of the pharmacy.
But still, pharmacists are performing double-checking systems on the prescription as automation is still in development.
However, the advancement of these technologies in pharmacy app development and software development has the potential to bring 100% accuracy in the next few years.
More importantly, AI harnesses the true power of big data that allows pharmacists to analyze risk patterns.
Here are some of the future needs for automation in pharmacy.
- Faster and more efficient medication dispensing
- More effective and outcome-driven patient data management
- Better management system for the inventory and resources
- 100% accuracy in the repetitive tasks
To sum it up
Automation is bringing flexibility, scalability, and affordability into the pharmacy sector.
It adds result-driven value to the everyday task of the pharmacy team by allowing them to keep an eye on the other vital aspects of the ecosystem.
As a result, pharmacies can now achieve their business goals without compromising costs, labor, and time.
The aim is to bring magic into the life of the patients, pharmacists, and stakeholders, and automation is doing wonders for the same.