The Increase in Cybersecurity Hiring in the Beverage Business

Cybersecurity

Compared to the 1% of newly listed cybersecurity jobs in the same month a year ago, the percentage witnessed an increase

According to a study of market employment patterns, the percentage of beverage manufacturing companies hiring for cybersecurity-related positions increased in July.

A total of 47.1% of the businesses analyzed by GlobalData hired for at least one such position. This most recent number was higher than the 44.1% figure in June 2022 and higher than the 39.4% of businesses that were doing so a year earlier.

In July 2022 compared to June 2022, there were fewer job openings related to cybersecurity overall, with just 1.3% of newly posted job adverts mentioning the subject.

Compared to the 1% of newly listed cybersecurity jobs in the same month a year ago, the most recent percentage increased.

One of the subjects that GlobalData has recognized as being a major disruptive force for businesses in the upcoming years is cybersecurity. Businesses are believed to be better positioned for the future business environment and better able to weather unforeseen challenges if they excel and invest in these sectors now.

According to the Just Drink report, organizations that make beverages are now hiring for cybersecurity positions at a pace that is lower than the industry average for all businesses in GlobalData’s job analytics database. In July 2022, the average across all businesses was 2.8%

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Everything You Need to Know about Cybersecurity Color Wheel

Cybersecurity

While talking about cyber security with customers or prospects and specifically more about security testing, we come across a more colorful world. cybersecurity tech is hardly associated with being colorful. Blue teams, red teams, yellow teams, and so on. Moving forward in this article we will discuss a handful of colors that have relevance in the field of security testing.

The World Economic Forum published an article on why 2020 is a turning point for cybersecurity, focusing on the need for business leaders to adopt a strong cybersecurity culture. The article also highlighted how the emergence of new technologies will create risks as the new decade starts. The Cybersecurity Color Wheel was presented by April C. Wright at BlackHat USA 2017 in light of the growing problem of cyber threats. She wrote a paper on the coloration wheel to increase and shed light on the completely different fields in cybersecurity. In the beginning, the sole groups identified in cybersecurity had been the pink and blue groups. But the safety discipline has extended past these groups. The present discussion focuses on manual security testing. Automated cyber-threat assessment is a purely different subject since there are no different teams involved and the security professionals who use the automated and simulated attacks are usually coordinating or sharing their respective vantage points.

What Is the Cybersecurity Color Wheel?

The cybersecurity color wheel is mostly a multicolored circle that displays the various fields in cybersecurity. It is made up of primary colors, secondary colors, and white. The primary colors contain red, blue, and yellow; the secondary colors are a combination of those primary colors, and they display purple, orange, and green. In total, the cybersecurity color wheel represents seven colors. These colors each symbolize something simple but highly sensible and represent a team in cybersecurity. They all have their different functions and career paths which are elaborated on in the discussions below.

The Cybersecurity Primary Colors

The red, blue, and yellow teams are the major and largest teams in a security department.

What Is a Red Team in Cybersecurity?

The red team is the offensive team in cybersecurity. Red represents “The Breakers.” and they are the team commissioned to perform “ethical hacking” on an organization. They perform multiple security tests to do whatever it takes to breach the security defenses. They do more than just penetration testing to discover potential vulnerabilities and risks. The team acts like real-world attackers and carries out simulated cyber-threat to find and enumerate vulnerabilities in an organization’s system before any real hackers find them. Then these vulnerabilities are sent to the defense team to correct the required.

What Is a Blue Team in Cybersecurity?

The term Blue is entirely different from Red. They are the defensive team. Their responsibilities are to defend and protect the organization’s assets from unauthorized access and cyber-attacks. They are responsible for implementing defensive security, damage control, and incident response. They may also play the role of threat hunters, operational security wardens, and data forensics experts. A blue team is made up of Security Operations Centre (SOC) analysts, incident responders risk assessment analysts, and more.

What Is a Yellow Team in Cybersecurity?

Yellow stands for “The Builders.” The team is responsible for developing the security system of an organization. They could be an in-house IT department or a third-party security solutions provider. They may also be app or software developers, who are expected to ascertain that their applications are adequately secure.

The Cybersecurity Secondary Colors

Two primary colors are assembled to create a secondary color. The green, orange, and red teams are derived from the combination of two of the three primary colors.

What Is a Green Team in Cybersecurity?

Green, symbolizes the color between yellow and blue and symbolizes a change in mindset on the part of The Builder (the yellow team). This indicates that the creators of the security system put themselves in the shoes of The Defender.

What Is an Orange Team in Cybersecurity?

The orange team comes from the need to bridge the gap between the red and the yellow team. Their main responsibilities are education and facilitating interaction between the red team and the professionals building the application system.

What Is a Purple Team in Cybersecurity?

Purple being the color between red and blue represents a change in mindset from being a pure defender to a team that also takes the vantage point of the cyber-attacks.

What Is a White Team in Cybersecurity?

The white team is the neutral team. They are answerable for management, compliance, and policy-making. They operate the security departments, monitor their progress and metrics, organize teams and their exercises, and report the results to the organization’s board if there is one. This team includes Security Managers, Chief Information Security Officers, Security Auditors, Governance, Risk, and Compliance (GRC) analysts, and more.

Improving Your Organization’s Security Posture

An organization’s security posture means its ability to respond to and prevent cyberattacks. Cybersecurity is not a one-team job, but rather a very large and important field. Blending these colors represents the sharing of perspectives and collaboration similarly imparts a useful lesson system builders, defenders, and attackers should consider.

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One Man’s Loss is Another Man’s Gain! Cybersecurity Works Like That

Cybersecurity

Cybersecurity in simple words can be understood as the protection of internet-connected systems which includes hardware, software, and data from cyber threats. Cybersecurity protects an organization’s critical systems and sensitive information from digital attacks. And individuals and enterprises practice it to protect against unauthorized access to data centers and other computerized systems.

With Artificial Intelligence, a vigorous cybersecurity strategy can furnish a good security posture against malicious attacks designed to access, alter, delete, destroy or extort an organization’s or user’s systems and sensitive data. Cybersecurity is also used as an instrument in preventing attacks that aim to disable or disrupt a system’s or device’s operations.

Importance of Cybersecurity

With the gradually increasing number of users, devices, and programs in the modern enterprise, united with the increased spate of data, a large number, is sensitive or confidential, continues to grow the importance of cybersecurity. The growing number and sophistication of cyber-attack accelerate the problem continues further. Cybersecurity with AI protects the business against cyberattacks and data breaches. It gives protection to end users and endpoint devices. AI and Cybersecurity improve confidence in the company’s reputation and the trust of developers, partners, customers, stakeholders, and employees.

Global cyber-attacks continue to touch the sky at a rapid pace, with a rising number of data breaches each year. A report by RiskBased Security revealed that a shocking 7.9 billion records have been exposed by data breaches in the first nine months of 2019 alone. This figure is more than double (112%) the number of records exposed in the same period in 2018.

The tragedy of some has been a blessing for others in the crypto space this year. The increase in stunt to cryptocurrency platforms causes loss for millions of people funds have activated the work of these firms. Crypto exchanges, wallets, and blockchain bridges are investing a large amount to protect their sites from these hackers, including hacks sent by North Korea. With the increase in cybercrime related to cryptocurrency, the industry has surged the work of firms devoted to evaluating and ensuring the security of crypto trading companies. The demand for cybersecurity has significantly increased because of attacks subsidized by North Korea’s hacker army and other criminals against Western cryptocurrency platforms.

Career opportunities in cybersecurity

As the cyber threat landscape continues to grow, companies that are dedicated to evaluating the weaknesses of crypto platforms and providing cybersecurity have packed up with lots of work these days. And the business continues to expand exponentially. While in other sectors companies are laying off staff, security firms are giving job opportunities to hundreds of cybersecurity auditor technicians. Cyber security professionals continuously work to increase their knowledge of threats and cyber security information, earning an online cyber security master’s degree to meet those Cyber Security Threats. A few cybersecurity careers include security consultants, data protection officers, cloud security architects, security operations manager (SOC) managers and analysts, security investigators, cryptographers, and security administrators.

Boost in Service fees

This has resulted in wages rising, service fees rising, and revenues for cybersecurity companies escalating. According to Data, a cybersecurity auditor can earn up to $400,000 a year. balance sheets in companies figure out that fear of sophisticated hackers is driving this sector. Based on data provided by Chainalysis, in spam of the first half of this year (i.e., from January to July) cybercriminals have stolen from decentralized finance (DeFi) companies, dedicated to trading and lending cryptocurrencies, about 2 billion dollars in digital currencies.

Despite of heavy dropdown in trading of cryptocurrencies and other digital assets due to the collapse in prices, the volume of thefts keeps constant. And this has made a shout for crypto security services to become “must-have” expenses, regardless of their size. A successful man-in-the-middle (MITM) attack can turn into a significant financial loss and affect the cyber security of an organization.

CEO of crypto firm Morpho Labs Paul Frambot disclosed to Bloomberg an unprecedented escalation in spending on security audits. He conveyed “Security is, in my opinion, not taken sufficiently seriously in DeFi”. Morpho has multiple code audits in the previous year, according to Frambot. These audits include expert reviews of the code, which identify bugs and other security issues to prevent hackers from breaching them.

On the Flipside

The cybersecurity business has also been adopted by investors on a large scale, who were looking for a fresh niche to invest in. Concerning data compiled by CB Insights, thus far this year, venture capital funds have invested $257 million in security and crypto audit companies. Last year the investment was USD 185 million.

Ever since the cryptocurrency industry took off, cybercriminals have been on the slink. Companies themselves have exposed their vulnerability because of some failures in protocols and errors. With so much money at stake, hackers very smoothly perform their misdeeds. Essentially the cryptographic bridges have become the main targets of attacks. This protocol failure will cause the loss of significant portions of people’s savings.

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Attacks Involving Data Tampering are Difficult to Identify

data-tampering

A data breach occurs at a manufacturer of pharmaceuticals, but no information is stolen, and no ransomware is used. Instead, the attacker merely alters some trial data, which ultimately causes the company to release the incorrect medicine.

For now, it’s only a speculative possibility. Of course, ransomware and the stealing of sensitive data remain two of the biggest and most pressing security concerns, but at least solutions exist.

Data tampering is a different kind of hazard, and depending on the circumstance, it can even be more serious for some firms. However, experts told Protocol that in light of the fact that so few of these attacks have happened and came to light, it is not something that many firms are concerned about.

Data manipulation is seen as being a growing threat in the years to come, according to Will Ackerly.

According to Lou Steinberg, CISOs in a variety of sectors, including financial services and pharmaceuticals, are growing more concerned about the possibility of attacks on “data integrity” or “data manipulation.”

Steinberg, who is currently the pioneer of the cybersecurity research facility CTM Insights, gave the example of a threat actor corrupting a portion of a publicly traded company’s data and then making this information public, preventing it from being capable of closing its books at the quarter’s end.

For years, there have been warnings about such attacks. And the fact that so few have garnered media attention implies they might be more difficult to carry off than they might appear.

However, experts stated that the technology and understanding needed to address concerns of data manipulation are still not where they should be.

The follow-up question is whether it would actually be feasible to recover the original, unharmed version of the data given the pace at which modern data is gathered and overwritten, he said. According to Steinberg, “a rollback can generate more harm than the attack” for often changing data.

According to Heidi Shey, a principal analyst at Forrester, most firms are also obsessed with other data security concerns, such as safeguarding the confidentiality of their data.

Adversarial ML is a sort of data manipulation threat that has attracted somewhat more attention. In this attack, the attacker tries to trick an ML model by feeding it fake data during its training phase.

The ML model won’t function properly, despite the fact that the reasons for doing this can differ. One notorious example of adversarial machine learning is the instance of Microsoft’s short-lived Twitter chatbot Tay, however there are many recorded instances of successful data-poisoning assaults on ML models, both by threat actors and scientists.

However, those attacks typically don’t lead to a real data breach. Instead, the attackers were able to externally affect the ML models. However, Lisa O’Connor cautioned that this does not mean that the data repositories used to generate important ML models may not constitute a prime target for a determined hacker.

Adversarial ML risks are a significant worry, according to O’Connor, given the increasing reliance of society on algorithms. She pointed to initiatives like the MITRE ATLAS initiative that seek to defend against attacks to ML models and said, “The stakes are really high for maintaining that ecosystem.”

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This Hacker Came to Exploit Bridge Protocol, But Left US$8k as Tips

Hacker

Win for Rainbow Bridge while a huge loss for a hacker, smart contracts are doing wonders in 2022

Rainbow Bridge is taking up the crypto market by messing up the crypto hacking strategies of hackers or cybercriminals. Rainbow Bridge is an essential part of Near Protocol that has again experienced an attempt from a hacker over the weekend in August 2022 after May 2022. The cybercriminals prevention strategy of this company has successfully blocked the cybercriminals from taking away cryptocurrencies within 31 seconds in the highly unsecured crypto market. The funny part is that the hacker has lost 5 Ethereum tokens worth US$8k from the team of cyber criminals.

Rainbow Bridge is known for connecting Near Protocol, Aurora, as well as Ethereum with an EVM-compatible scalability solution on the Near Protocol. This helps crypto investors to transfer their funds among the networks through the integration of smart contracts in the crypto market. These smart contracts have helped in mitigating cybercriminals within a few seconds with their automation and trustless system. This, in turn, has helped Rainbow Bridge to gain US$8k tips from the hacker for failing the mission of the cyberattack.

The hacker tried to propose a fabricated block on Near Protocol with a requirement of depositing 5 ETH. But the smart contracts act as automated watchdogs for these kinds of malicious transactions. The transaction was recorded on the ETH blockchain in block number 15378741. This has cost the hacker 5 ETH instead of gaining millions of tokens. The funds of crypto investors are safe from cybercriminals and their failed attempted hacks. It failed because the hacker assumed that the Rainbow Bridge mechanism would be slow in the process to respond on the weekend.

This is the second case of Rainbow Bridge in 2022. In May 2022, there was another failed attempt to breach the Near Protocol network. But the additional measures are taken up to ensure the protection of funds from the increased number of attempts from cybercriminals. This has led the cybercriminals to lose 2.5 ETH during the failed attack.

Thus, it can be said that as cybercriminals are increasing the modern approaches for hacks through multiple hackers, the crypto market is also leveling up its protection strategies with automated watchdogs, and smart contracts. These smart mechanisms are offering the utmost protection to crypto investors from the hands of malicious transactions and approaches from a hacker. This is the fun time in the crypto market that a hacker is leaving behind some money instead of stealing all of it.

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Top 10 Full-Time Ethical Hacking Courses Available in India

Ethical hacking

Ethical hacking is gaining traction in India as one of the most lucrative career options

The rising number of cybercrimes in India is adversely affecting the national security of the country, hence several government organizations are collaborating with reputable organizations and are hiring ethical hackers to back up valuable information. Global businesses are also deploying ethical hacking so that the experts can intercept vulnerabilities and ensure that the companies’ security systems are strong enough to hold off hacks and scams. Hacking, in general, is definitely, but the rising number of digital scams and thefts has given rise to ethical hacking, which has now become an important part of businesses worldwide. Well, since the prominence of ethical hacking has grown dramatically, companies are hiring talented and skilled ethical hackers who can efficiently identify loopholes in a system and protect significant corporations from phishers, hackers, and cyber threats. Now, with India’s growing ethical hacking ecosystem, tech aspirants are looking for prominent ethical hacking courses that will guide them in learning accurate techniques to predict vulnerabilities. Here are some of the top ethical hacking courses that are currently available in India.

Post Graduate Diploma in Information Security and System Administration

Offered by: Ministry of Electronics and Information Technology

The course is basically a six months program aimed at shaping up aspirants to handle and maintain Skilled System Administrator and the other systems and networks in this vulnerable modern scenario. It is a skill-oriented course that aims to provide candidates with the information required for the maintenance and administration of computer networks and equips them with the skills needed to protect and recover hacked computer systems and networks.

M.Tech Information Security and Cyber Forensics (CSE)

Offered by: Lovely Professional University

The goal of this program is to extend an appropriate level of awareness, knowledge, and skill inculcation in the disciplines of Information Security, Cyber Forensics, and Cyber Compliance laws to make the students competent in the identification, handling, and mitigation of information security incidents.

M.Tech Computer Science and Information Security

Offered by: Manipal Institute of Technology

M.Tech. in Computer Science and Information Security (CSIS) is aimed at producing the much-needed highly skilled computer science security professionals who can safeguard information, systems, networks, communications, and storage from ever-evolving security threats. The prime objective of the program is to create professionals trained in both computer science and information security.

M.Tech in Information Security and Computer Forensics

Offered by: SRM University

This course is offered by SRM’s Department of Networking and Communications under the School of Computing. The Department ensures to provide quality and value-laden education for students in the traditional and contemporary areas of cloud computing, computer networks, cybersecurity, information technology, and the Internet of Things.

M.Tech in Information Security

Offered by: Jaypee Institute of Information Technology, Noida

The course offers candidates a broad viewpoint along, with training in information security. They are instilled with the necessary understanding and knowledge related to the vast field of information security. This course is a 2-year full-time postgraduate program that has four semesters. The course is carefully designed to attain technical knowledge that enables the students to grow into competent information security professionals.

B.Tech in Cybersecurity

Offered by: NIIT University

NU has been offering the cybersecurity course as a specialization area in its undergraduate program since 2014. NU also offers industry-sponsored M.Tech Cybersecurity programs. NU’s BTech Cyber Security course aims to bridge the skill gap between manpower needs and the available talent pool. The course is designed to create skillful industry-ready cybersecurity practitioners.

B.Tech in Computer Science and Engineering (Digital Forensics and Cybersecurity)

Offered by: Manav Rachna University

The Department of CSE at MRIIRS in collaboration with IBM is jointly offering the specialization course of B.Tech – Computer Science and Engineering (Digital Forensics and Cybersecurity). This course provides training in core aspects like cybersecurity, digital forensics, data security, application security, ethical hacking, penetration testing, mobile security, and others.

B.Tech in Computer Science and Engineering with Specialization in Cybersecurity and Threat Intelligence

Offered by: Manav Rachna University

The curriculum is created with the intent to educate engineering students about cutting-edge technologies, besides learning about HTML5, Angular4, test automation, estimation techniques, agile practices, and cloud computing. The course is designed in a way that will focus on providing intense hands-on learning experiences and practical usage of the technologies that are directed towards intercepting threats and vulnerabilities in networks and systems.

M.Tech in Network and Information Security

Offered by: Pondicherry University

The M.Tech (Network and Information Security) program is intended to offer specialization in advanced networks and cybersecurity. The phenomenal growth in computer networks has brought about many new advanced networks on the internet like cellular networks, sensor networks, Adhoc networks, vehicular ad-hoc networks, mobile ad-hoc networks, IoT networks, and such others. These advanced networks bring in their own computational and cybersecurity challenges, which the students are being trained to solve.

MSc in Cybersecurity and Digital Forensics

Offered by: Centurion University

The Master of Science in Cybersecurity and Digital Forensics degree program offers a balance of practice and theory through study in computer science, law, and criminal justice. The program produces professionals qualified as digital forensic scientists who can apply and sustain their expertise as new technological and societal challenges emerge, who understand the scientific, legal and criminal justice context of high technology crime, and who can effectively communicate their knowledge to others.

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AI is a Life-Changer! But it is Making Cybersecurity Problems Worse

AI

Machine learning (ML) and artificial intelligence (AI) both have beneficial and harmful consequences on cybersecurity

Artificial Intelligence is a blooming tool. It has paved its path in every aspect of our daily lives. It has multiple uses which have positive and/ or negative effects on society. Cybersecurity is one such use.

Artificial Intelligence, Machine Learning, and threat Intelligence can recognize data patterns to enable security systems and learn from past experiences.AI algorithms use training data to learn how to respond to different situations. In order to do so, they learn by copying and adding additional information as they go along.AI and machine learning enables companies to reduce incident response times and comply with security best practices.

It was reported by Norton that $3.86 million is the global cost for a typical data breach recovery. The report also mentions that organizations need an average of 196 days to recover from any form of data breach. This report truly points out the importance of investing in Artificial Intelligence. In doing so, organizations can reduce time wastage and financial losses, although Artificial Intelligence has both, positive and negative influences on cybersecurity.

So, what are the positive influences of AI on Cybersecurity?

1. Threat assessment

Signatures or indicators of compromise are used in traditional security procedures to recognize threats. This method may be successful against threats that have already been experienced, but it is ineffective against threats that have not yet been identified. About 90% of threats may be detected using signature-based strategies. Businesses can also utilize behavioral analysis in conjunction with AI to improve the threat hunting process.

2. Managing vulnerabilities

Organizations struggle to manage and prioritize the numerous new vulnerabilities they come across every day. Prior to addressing high-risk vulnerabilities, traditional vulnerability management techniques frequently wait for hackers to take advantage of them. Even before vulnerabilities are formally identified and addressed, this can aid in protecting companies.

3. Data warehouses

Numerous crucial data center activities, including backup power, cooling filters, power consumption, internal temperatures, and bandwidth usage, can be optimized and monitored by AI. AI’s calculative abilities and capacities for ongoing monitoring offer insights into what factors might increase the efficiency and security of hardware and infrastructure. AI can also lower the cost of hardware maintenance by warning you when the equipment needs to be fixed.

Some of the negative influences of AI on Cybersecurity include:

1. Resources: To create and operate AI systems, businesses must spend a significant amount of time and money on resources like processing power, memory, and data.

2. Data sets: learning data sets are used to train AI models. Security teams must have access to numerous data sets containing malicious codes, malware codes, and anomalies. Some businesses just lack the time and resources to gather all of these precise data types.

3. Hackers too employ AI: they refine and enhance their malware to make it immune to AI-based protection measures. Hackers can create more sophisticated assaults and target conventional security systems or even AI-boosted systems by learning from already-existing AI tools.

4. Fuzzing: also known as neural fuzzing, it is the technique of subjecting software to extensive random input testing to find weaknesses. AI is used in neural fuzzing to swiftly test a lot of random inputs. Fuzzing does, however, have a positive side. By gathering data using the strength of neural networks, hackers can discover the flaws in a target system. Microsoft created a mechanism to implement this strategy in order to enhance their software, producing more secure code that is more difficult to breach.

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More Than Once! Yes, Organizations are That Vulnerable to Cyberattacks

Cyberattacks

From USD 4.24 million in 2021 to USD 4.35 million in 2022, the average cost of a data breach grew by 2.6%.

According to the recently released 2022 Cost of a Data Breach Report, the average cost of a data breach hit an all-time high of $4.35 million this year, an increase of 2.6% from a year earlier and 12.7% since 2020. For the first time, new research in the Data Breach Report this year reveals that 83% of the firms in the survey have experienced more than one data breach, while only 17% claimed that this was their first data breach.

Additionally, businesses that have experienced breaches have passed on higher costs to customers at a time when inflation is on the rise. According to the study, 60% of organizations reported raising prices for goods and services in response to breach losses. These are just a few of the many conclusions drawn from a study of 550 firms that suffered a data breach between March 2021 and March 2022 and were located in a range of industries and regions. The Cost of a Data Breach Report, now in its 17th year, is one of the top benchmark studies in the security sector. Ponemon Institute conducted independent research for it, and IBM Security provided analysis. It provides business, IT, and security professionals with a lens into risk variables that could raise the price tag of a data breach and which security procedures and tools might help reduce security risk and monetary losses. By 2022, 70% of enterprises will have implemented security AI and automation, an increase of 18.6% from the 59% in 2020. Costs associated with breaches were $3.05 million lower at 31% of the firms, that claimed that their security AI and automation technologies are “completely deployed,” than at organizations without such technology. Data breaches at firms without security AI and automation implemented cost an average of $6.2 million, compared to data breaches at organizations with security AI and automation completely installed, which cost an average of $3.15 million. Another indicator, that of time, reveals the ROI of security AI and automation. Security AI and automation drastically shortened the time it took to detect and contain a data breach while simultaneously lowering costs (i.e., the breach lifecycle). The average lifecycle of a data breach was 74 days shorter with those technologies fully implemented than it was with no security AI and automation. IBM offers SOAR solutions to assist organizations to speed up incident response through automation, standardized procedures, and integration with already-existing security systems. These capabilities enable a more dynamic response by giving security personnel the intelligence to react and the direction they need to quickly and effectively handle problems. According to PwC, healthcare inflation in the U.S. has increased by 6% to 7% since 2020, but costs associated with data breaches have increased by a much greater margin. Costs associated with breaches in the healthcare sector increased 42%, from $7.13 million in 2020 to $10.10 million in 2022. For the past 12 years running, the healthcare sector has had the highest expense.

The research started examining the price of ransomware and catastrophic assaults last year. Compared to the global average of $4.35 million, the average cost of a destructive attack climbed from $4.69 million to $5.12 million in 2022, while the average cost of a ransomware attack decreased somewhat from $4.62 million to $4.54 million. Ransomware now accounts for 11% of breaches, up from 7.8% in 2021 and a growth rate of 41% in 2022. Supply chain attacks or compromises accounted for nearly one-fifth of breaches, costing more and requiring more time to contain.

Organizations have been breached as a result of a partner’s or supplier’s compromise in several significant assaults that have occurred in recent years. Supply chain attacks accounted for 19% of breaches in 2022, costing an average of $4.46 million, slightly more than the global average. Compromises or supply chain attacks typically lasted 26 days longer than the world as a whole.

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Deep Learning can Outsmart Even the Biggest Cybercriminals in History

Deep-Learning

Here’s How Proactive cyber defense is provided by deep learning using cybersecurity technology

Cybersecurity professionals are constantly looking for new and innovative ways to keep attackers at bay. According to the Identity Theft Resource Center, there were 404 publicly reported data breaches in the United States in the first quarter of 2022 alone, a 14% increase over the first quarter of 2021. According to the 2022 Verizon Data Breach Investigations Report, the alarming rise in ransomware breaches increased by 13% in a single year, representing a jump greater than the previous five years combined (DBIR). No surprise, an increasing number of organizations are investigating how deep learning, and its ability to mimic the human brain, can outwit and outpace the world’s fastest and most dangerous cyber threats. Deep learning, the most advanced form of AI technology and a type of machine learning, employs neural networks to instinctively and autonomously anticipate and prevent unknown malware and zero-day attacks before they wreak havoc on an IT environment.

The majority of cybersecurity technologies, such as endpoint detection and response (EDR) solutions, simply identify, track, record, and contain a threat after it has entered an environment. Machine learning-based cybersecurity solutions, which use pre-labeled data classified as either benign or malicious, are also essential components of any security strategy. However, neither set of cybersecurity solutions can proactively defend against sophisticated attacks without constant human intervention. On the other hand, deep learning can mimic the functionality and connectivity of neurons in the human brain, allowing neural networks to independently learn from raw and un-curated data and recognize unknown threats. Deep learning is the only family of algorithms that works on raw data to identify cybersecurity threats with unrivaled speed and accuracy.

As a result, a powerful solution that can accurately identify highly sophisticated attack patterns at breakneck speeds has been created. It’s time for a new line of defense. Although deep learning has been around since the 1940s, the high cost and complexity of graphics processing units (GPUs) have kept the technology out of many organizations’ reach. However, this is changing as processing power increases and graphics chip prices fall. The timing couldn’t be more perfect. The growing availability of ransomware-as-a-service offerings, such as ransomware kits and target lists, makes it easier than ever for bad actors—even those with limited experience to launch a ransomware attack and cause crippling damage in the first moments of infection. Other sophisticated attackers employ targeted attacks in which ransomware is placed inside the network and activated on command.

Another source of concern is the shrinking of an IT environment’s perimeter as cloud computing storage and resources migrate to the edge. According to Michael Suby, research vice president, of security and trust at IDC, today’s organizations must secure endpoints or entry points of end-user devices, such as desktops, laptops, and mobile devices, from being exploited by malicious hackers. “Attacks continue to evolve, as do endpoints and the end users who use their devices,” he says. These dynamic circumstances create a trifecta for bad actors to enter and establish a presence on any endpoint before staging an attack sequence.” High-profile threats (such as ransomware) are growing at a double-digit (15.8%) rate. As a result, organizations that are victims of a cyberattack are on a dangerous path that is likely to result in continued losses without any gains in defensive capabilities. Indeed, according to IBM and the Ponemon Institute’s 2021 data breach report, the average cost of a data breach is $4.24 million.

Aside from the costs, a cyberattack can irreparably harm a company’s brand, share price, and day-to-day operations. According to a recent Deloitte survey, 32% of respondents said the operational disruption was the most significant impact of a cyber incident or breach. Other consequences mentioned by companies in the survey include intellectual property theft (22%), a drop in share price (19%), reputational loss (17%), and a loss of customer trust (17%).

Fortunately, deep learning overcomes machine learning’s limitations by eliminating the need for highly skilled and experienced data scientists to manually feed a solution data set. Rather, a deep learning model designed specifically for cybersecurity can absorb and process massive amounts of raw data to fully train the system. Once trained, these neural networks become self-sufficient and do not require constant human intervention. Because of the combination of a raw data-based learning methodology and larger data sets, deep learning will eventually be able to identify much more complex patterns than machine learning at much faster speeds.

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Top 10 Online Information Systems Security Degrees to Take up

Online Information Systems

Online Information Systems Security courses cover safeguarding different online platforms and software used in various trades.

The increased dependence of organizations, corporations, and businesses on technology comes with a great need for competent individuals in the field of Information Systems. This is when an online Bachelor’s degree in Information Systems Security comes into play. Online Information Systems Security courses cover safeguarding different online platforms and software used in various trades. This article features the top 10 online Information Systems Security degrees to take up in 2022.

Online Bachelor of Business Administration in Information Security & Assurance – Kennesaw State University

Kennesaw offers a unique B.B.A. in Information Security & Assurance which students can complete entirely online. To earn the degree, students must complete coursework ranging in topics from business to computer science. Worth mentioning is the fact that Kennesaw State’s information security degree is considered a National Center of Academic Excellence in Information Assurance by the National Security Agency and the Department of Homeland Security.

Online Bachelor of Science in Information Systems Security – University of Illinois

The University of Illinois at Springfield offers an online B.S. in Information Systems Security. To earn the degree, students must complete 120 semester hours. Twenty-four of these semester hours are core requirements. Coursework includes Systems Programming Languages and Introduction to Cryptography, to name but two. An exit assessment is also required during a student’s final semester.

Online Bachelor of Science in Computer Information Systems – Bellevue University

Bellevue University offers a flexible Computer Information Systems bachelor’s degree which students can complete 100% online. To earn this degree, students must complete 127 credits, including electives and general education. Major coursework includes Business Telecommunications and Applied Statistics, to name but two. Students may also choose one of four phases, options for which include cybersecurity and business intelligence.

Online Bachelor of Science in Management Information Systems – University of Nebraska

The University of Nebraska at Omaha offers an online B.S. in Management Information Systems. Students may customize their degrees by choosing from five concentrations. Options include Global IT Leadership and Management, and IT Audit and Control, to name but two. To earn the degree, a minimum of 120 credit hours must be completed. Potential classes include Managing in a Digital World and Graphical User Interface Design, among others.

Online Bachelor of Science in Network and Security Administration – Dakota State University

Dakota State University offers a B.S. in Network and Security Administration that students from anywhere in the world can complete entirely online. One hundred twenty credits are required to complete the degree. This includes coursework such as Windows Administration and Scripting for Network Administration, to name but two. An internship or formal undergraduate research is also required before graduation. Students also have the opportunity of extending their learning by one year to earn a master’s degree.

Bachelor of Science in Computer Information Systems – Saint Leo University

Saint Leo University offers an online B.S. in Computer Information Systems. To earn this online computer science degree, students must complete 120 credit hours, including general education. Potential classes include Decision Support Systems and Mobile Application Development, to name but two. Twelve credit hours of business requirements are also included in the curriculum and cover topics ranging from management to accounting.

Online Bachelor of Science in Computer & Information Systems – Champlain College

Champlain College offers a B.S. in Computer & Information Systems that can be completed entirely online. This flexible degree consists of 120 credits. The academic year is divided into three semesters (fall, spring, and summer), with two seven-week terms per semester. This organization allows students to complete more coursework more quickly. Potential classes include Network Design, and Project Scheduling & Budgeting, to name but two.

Online Bachelor of Science in Cybersecurity – Immaculata University

This private Catholic university offers an online B.S. in Cybersecurity. One hundred twenty-six credits are required to earn this degree, including general education. Potential coursework includes 3D Computing, and Cyber War and Cyber Peace, to name but two. Before graduation, students must also complete a cybersecurity capstone project.

Online Bachelor of Science in Network Operations and Security – Western Governors University

Second-last on the list of the top information systems security degrees you can complete online is Western Governors University. This exclusive distance education university offers a B.S. in Network Operations and Security. To earn the degree, students must work through 36 courses. Potential coursework includes Emerging Technologies and Business of IT, among others. A written capstone project is also required before graduation.

Bachelor of Science in Information Technology and Administrative Management – Central Washington University

It is one of the best online degrees in information systems security is Central Washington University. The school offers a B.S. in Information Technology and Administrative Management that students can complete from anywhere in the world. To earn the degree, students must work through 120 credits of coursework, including general education. Potential classes include Idea Machines and Cybercrime, to name but two. An internship is also encouraged and included in the curriculum.

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