Reasons behind the Rapid Growth of AI in Cyber Security

By this time, the industry of Artificial Intelligence is seen with great hope to eliminate the perils of technology in order to get augmented benefits.

Artificial Intelligence – AI has been around for a long period of time. However, it is creating a hike in the computing field owing to technologies like voice recognition and speech to text conversions, etc.

Although, these technologies were not considered highly efficient but provided a base for other related fields including cyber security.

Historical Evolution of AI

The initial period of AI saw a great disappointment from significant industry investors. It is because around 1980s, no one was ready to invest in this field. The primary reason was the low delivery of efficient products.

However, time changes and with it changes the fate of many. The same is the case with AI as it has seen a great bulge in investments in recent years. The reason behind this growth is that AI has gained augmented utilization in behavioural analytics to ensure data integrity.

Cyber Security and AI

The cyber industry is continuously in spotlights owing to a breakthrough in technology. However, mismanagement of resources and methods has given rise to the challenges faced by organizations.

Rapid Growth of AI in Cyber Security
Rapid Growth of AI in Cyber Security

It is evident from the fact that cyber world is extremely vulnerable to security threats. Shocking to know, more than 3 billion personal records of identity information have been found public during the year of 2017.

Further, a recent study conducted by 4iQ security firm showed strong suspicions of potential vulnerabilities in personally identifiable information (PII) are inviting many cyber-criminals.

During the research of online websites, black cyber markets and social has indicated around 8.7 billion raw data accounts which are more than 64% of information breaches as compared to the year 2016.

Moreover, statistics show that approximately 2940 records are spoiled successfully in more than 3525 data breaches. Further, around 188,916 FTP servers were targeted to get access to almost 2.1 billion information documents.

So, considering the current state of present-day cyber security, AI helps in strengthening servers to eliminate data threats. The reason behind implementing artificial intelligence is that it works closely with behavioural analytics to estimate data security risks.

It’s not a big surprise for IT professionals that modern cyber security systems come with the integration of intelligent components. These components focus on the user intentions instead of user’s actions.

Artificial Intelligence – Panacea for cyber threats

Newer algorithms of AI work in accordance with Machine Learning (ML) which is adoptive in nature. It means that the technology modifies itself as per usage patterns of the people. It has made the processes of threat identification faster and easier as compared to the past.

Simon Crosby (Co-founder Bromium) states that ML enables frequent response to the risks of cyber security risks. Therefore, it has become easy to identify new versions of malware by improving data protection protocols. This is all because of AI.

Other benefits of using AI algorithms are as give:

Augmented Productivity

Security applications designs using Artificial Intelligence help in making security effective which leads to higher productivity. It has significantly speeded up the transmission of information over the networks with precisions and accuracy.

Efficient Management of Big Data

Another reason why companies are moving towards AI is the big data.  Software solutions based on AI can better manage Big Data stores and cloud computing.  It is done in extremely efficient manner.

Accurate Predictions of System Vulnerabilities

Artificial Intelligence is considered authentic in predicting the field of data security. It is owing to the reasons that predictions are made on the basis of facts and figures. Not only this, AI has the ability to understand behavioural impressions in the cyber world to recognize potential threats.

Artificial Intelligence Is Adaptive

The more awareness about AI is making it more popular among the people. The reason for its fame is the adaptive nature of AI security systems. Further, virtual assistants are normal for organizations, but ML advancements are genuinely ground-breaking.

The specialty of these systems is that they can mimic human brains which increase their ability of behavioural analytics. It significantly helps in threat detection and elimination.

Conclusion – Takes Away

Artificial intelligence is considered one of the most powerful technologies presently. Therefore, security systems based on AI offer increased authenticity and integrity of data.

See Also:

Advertisements

The Importance of Effective UEBA When Countering Insider Threats

While considering all of the problems experienced by today’s IT security team, the most difficult detection of threats is within the organization. Most of the tools are designed to protect the infrastructure from external risks and do not track the threats that are within the firewall.

The insider threat is divided into three main groups. One must be treated by malicious employees. They can try to create a new revenue source by selling valuable data to competitors or creating client databases for new employers.

The second group is called “intruder.” These are the people that have devices infected with malware and used it to connect to corporate IT infrastructure. Some might only attach a USB key to your company’s PC and malware transfers to the PC.

The third group is the called “random informer.” They are employees who accidentally leak confidential emails to others or put a laptop on the back of the taxi. They do not intend to hurt your organization, but your actions end there.

The role of UEBA

More and more organizations are turning to user and entity behavior analytics (UEBA) to protect themselves from internal threats. These tools use the rapid development of artificial intelligence and machine learning and help the security team to overcome the challenges.

Many user and entity behavior analytics tools are available to the organization, but the most effective need is too capable of identifying the internal threats before some suspicious thing happens

Given the most appropriate UEBA tool, the security team must evaluate four key criteria. They are as follows:

 1. The ability to prepare data and associate it with an identity

Data used for monitoring and security response can be obtained from various sources. This includes accessing the control systems and content control filters, network management platforms and firewalls. It is necessary to understand the reliability of these data and to analyze whether they contain signals of unauthorized activity.

Also, these data must be associated with a specific user. Account IDs, such as Active Directory, cloud, e-mail access, etc. All of them must be stored in one place. Therefore, if a user accesses a financing application, accesses Dropbox and downloads a large data file, you can create a database of behavior using the AI ​​function or the machine learning function, but it is possible to associate it with a specific user. This is not useful if you are not associated with a particular user.

2. Use real-time analytics to detect threats

Effective UEBA tools can also support the security team by analyzing large amounts of collected data using analytical functions to determine user behavior in real time.

This tool should be able to identify the threat using statistical analysis and trending learned reliably. This increases the way in which risks are prioritized and helping in minimizes false positives by adjusting the outcome of factors such as risks and contexts.

3. AI / ML to enable hunting and user monitoring

The selected user and entity behavior analytics tool can help organizations stay ahead of unauthorized use and automatically identify the most significant threats for further analysis. As a result, the security team can prevent the many low-level warnings and focus their time and effort on the most serious threats.

Here, the use of the AI / ML cloud tool will bring great benefits to the organization. Because this requires much effort for its configuration before installation, it can reduce installation costs compared to the on-premise deployment.

 4. Strong integration with the underlying data platform

The 4th requirement for an efficient user and entity behavior analytics tool is the capability to differentiate among the simple anomalies and the real threats. This is achieved by using a situation that is provided by evaluating all of the available data and is particularly useful when the tool is intensely incorporated in the data store.

With such integration, security groups can have a single pane that centrally manages the legal visibility of the complete IT infrastructure. It can respond quickly to incidents and provide more effective protection for the organization.

Given these requirements, the security team can be convinced that the best and optimal UEBA tool has been selected for deployment. This ensures effective protection against one of the most complex internal threat sources.

What Risks Do Cyber Security Threats Pose To The UAE’s Oil Industry?

It is a well-known fact that the oil industry is the backbone of the UAE’s economy. In fact, considering that the UAE has signed a pact to constrain oil production, the country had to lower its crude oil out for the sake of compliance. Presently though, the country’s oil industry is unprotected against new cyber security risks. This necessitates professional and thorough security threat and risk assessment within local oil businesses. Like other Organization of the Petroleum Exporting Countries (OPEC), the UAE is highly vulnerable to cyber attacks.

Oil companies in the UAE are not even properly aware of the potential cyber security risks that pose a threat to them.

How Severe Is The Threat?

The severity of the threat that a cyber security risk may pose to an oil company may vary, depending on the goals of the culprit. For instance, a cyber attack may result in the leaking of critical, top-secret information. Culprits behind a cyber-attack on an oil company may even sabotage its operation.

Where Does The Vulnerability Lie?

Worms, a malware computer program capable of multiplying, have been specifically designed to target the data acquisition, logic and supervisory control programs that are currently in use within oil companies. Back in 2010, several gas and oil companies in Iran fell victim to the Stuxnet virus, even though they were not the intended the targets. This was an eye-opener.

Where Does The Vulnerability Lie?

Oil companies can actually increase their vulnerability to cyber attacks even just by using common enterprise applications. This is because oil companies use various integration technologies to integrate these applications with their plant infrastructure, connecting them with a wide range of devices within the plant. If the connections between them are unsecured, cyber attackers can take advantage of them.

What Is The Worst That Could Happen?

  • In petroleum companies, the systems that manage tank information and gauge the tanks are interconnected. Some are even indirectly involved in the control of tank filling. Cyber-criminals can hack into these systems, altering critical values, such as an oil tank’s maximum filling limit, which could lead to disastrous consequences like an explosion.
  • Using a malicious, remotely operated computer program, a cyber criminal may alter a petroleum company’s critical oil stock information. In such a scenario, a company may realize that its oil stock has depleted and it may not be able to provide oil to its customers, resulting in the company being deemed fraudulent and suffering drastic losses.
  • As mentioned, cyber criminals can easily sabotage the equipment at a petroleum plant since they are connected to enterprise and other such applications, especially if the connections are unsecured. This way, they can remotely tamper with critical equipment measurements related to pressure and temperature, which could lead to equipment malfunction, resulting in the wastage of valuable financial resources and time.

Conclusion

The solution to such cyber-security threats may sound rather commonplace and ordinary, but oil companies in the UAE can simplify matters just by hiring a managed security services UK-based firms. When it comes to cyber security vulnerabilities, the entire critical infrastructure of an oil company, and the UAE’s oil industry at large, depends on being protected from such threats. Considering everything that can potentially happen if a cyber-criminal hacks through, it is not worth taking the risk by not deploying some sort of a security operation.

How To Protect Yourself From Cyber Attacks?

It is necessary for you to take cyber security seriously because it can leave you in trouble without even getting noticed. All around the world, businesses and technology experts have been busy in talking about it because it is such an issue which is troubling thousands of organizations. In short, it is the matter to be taken so much seriously regardless if you are a small, medium-sized or a huge organization.

Bank robbery, data compromising and hacking all these things are actually the main issues. And cyber-attacks are the reasons why these all are happening around the world on daily basis. To keep your firm safe from these attacks, the London SOC could be the right choice. Following are some of the main cyber-threats of the present era.

Hacking:

The hacking is something we all are well aware about, even the small children knows what it is. This cyber-attack penalizes the business completely. It can bring financial loss, as well as data corruption and stealing.

Viruses:

These are small hazardous files that arrive with the data transferred from an unknown online store, USB or other data traveler. It slowly starts corrupting all the data to leave you with nothing.

Malware:

The mostly enter your network from online sources. They also infect your data by either changing their format or locking them with some kind of unknown malicious security keys.

How to avoid Cyber Attacks?

The best way to avoid the cyber-attacks is via regular Security Threat and Risk Assessment. In the market there are a lot of 3rd party network information security consultant and service providers. Apart from that, following are some of the precautions which could also save us from these devastating cyber-attacks.

Providing Personal Information:

When you are providing the personal information or credentials to someone, make sure you don’t provide it in the form of text message or on email.

Keep the Anti viruses Updated:

You must keep all your anti viruses updated all the time. Never ever turn off the updates, otherwise it is going to be a problem for you when some new malware will attack.

Keep Strong Passwords:

It is highly recommended to keep your passwords really strong. Add special characters and those words that are actually really hard to guess.

Ways For Cyber-Security Risk Assessment You Must Know

Certain organizations face security powerlessness due to availability of partial resources. In such situation, security personals often use the best practices implemented by other organizations to overcome the limitations. However, such an approach is not a helpful strategy to better protection of organizational data assets.

Following interior cyber-security risk valuation is a best practice that many organizations adopt these days. Organizations mainly follow certain steps for better security threat and risk assessment. In this regard, the following five-step plan can better guide to lay down the foundation for better protection.

Information Assets Identification:

Organizations mainly handle certain types of information including SSN, payment card information and employee details. A better approach is to identify the most crucial assets by making a priority list for all of those that are important to you.

Locate Information Assets:

The identified list of assets, needs further refinement. All of them must be present inside the organization. So their locality needs to be identified that where an individual asset exist. They must be present either in laptops, removable media or file servers and databases.

Classification Of Information Assets:

Classification of these assets involves proper rating so that their importance stays known to all. A better approach is to use a scale strategy from 1-5 based on certain categories. This will enable organizations to rank information assets centred to effectiveness of damage if they are disclosed or accessed in an unauthorized way.

Public Information:

Public information is not usually protected enough from public access. They normally hold contact details, information regarding marketing campaigns and financial reports.

Internal But Non-Secret:

Certain information is although internal but they are not enough confidential. In this regard, phone lists and certain office policies are categorized as internal but non-secret information.

Sensitive Internal Information:

Not every type of information that an organization maintains must be accessible to all. This includes business related plans, strategic creativity and non-disclosure contracts.

Tagged Internal Information:

Certain information like compensation related evidences and dismissal strategies must be classified as tagged internal information.

Regulated Information:

Regulated information is mainly the general information about users. They are the classified facts regarding the organization or people within it.

Conduct A Threat Modelling Exercise:

Microsoft’s STRIDE is a method that is commonly used for rating threats that might face to information assets. Microsoft STRIDE is commonly used by managed security services UK to ensure that all of the highest threats have been covered so that enhanced must be incorporated.

Finalize Data And Start Planning:

Now find out the product by multiplying cells within the worksheets by the ordered rating performed in the third step known as classification of information assets. This will give you a detailed ranking of possible threats to the business. Such a reasonable security plan will undertake the risks that have been identified with the maximum value or number.

Cyber Security Needs To Be Implemented With Absolute Maturity

Introduction:

The revelation about the state of network security always generates perplexing information. The security of network is the area of prime focus for business of any size and scope. Despite all the efforts network security is breached regularly. What vulnerabilities need to be addressed? This million dollar question seems to pose more complexity than simplicity. How many days are required to recover from the vulnerability?

How to build network security philosophy?

It is reported that 85% of the websites globally are posed with numerous types of serious threats. Your website could be one of them. Information leakage can contribute to serious breach. How well are you prepared? information security Dubai can deliver industry specific solutions tailored to meet the security objective in its entirety.

How frequent is inspection for security of network? Is it worth investing in cyber security? The cost of ignorance only comes to haunt after a breach has been made by hackers. The system must qualify to the quality parameters.

The adoption of latest trends is much faster than anticipated by experts. It is anticipated that 72% of websites will overhaul their security parameters to address the growing capability of hackers in infiltrating the network. It could also be an inside job. Whatever the case may be cyber security UK can assist the organization to prepare for diverse scenario of security check and balance.

Security breach is not necessarily due to only malicious activity. Human error cannot be out ruled. It is estimated that 57% of the breaches actually transpired due to human negligence. Enterprise level acknowledgment of how to maintain the quality of the security protocol is important. Experts can train and validate the actions of people with the automated devices.

The breaches that impact the millions of users eventually decrease the value of the business. Many realities may surprise the management. Specialists can determine how different actions need coordination and better blending of skills in fighting any type of infiltration.

Conclusion:

There is never shortage of scare in the online world. Even a minimal loophole can pave way for bigger loss. The facts are for every business to closely understand but how many show real concern for better engagement. Every malware is idiosyncratic in nature and has the capacity to access the network information and distribute it for malicious outcome. Every business has to avoid it.

How Much Concern Do You Show For Information Security Issues?

Almost all of our emotional experience rests on different extreme. Either we love it or we simply hate the experience. The products and services that we consume in different contexts offer new experiences. The security of the information that is administered across the network is of prime importance.

How can sanity be restored?

In the midst of numerous malware and the capacity of the hackers to generate new infiltration methods the protection of data is becoming more complex. No doubt it takes everything to secure the information across the network; a dedicated and rational model can be constructed to defy any potential attack.

Information security Dubai can advise on building something equally corresponding security mechanism that has the capacity to confront any type of security challenge.

Don’t settle for average outcomes?

This is only realizable when the administrators engage with the right methodology to secure the information. At times the management overlook an aspect that become the potential area of infiltration. This should be avoided. As IoT is progressing exponentially the network security require ‘much’ more of attached mechanisms to regularly update the features of the security mechanism.

As the business develops so does the matters related to security:

Is it possible to attain supremacy in securing the parameters of the network? Yes, you can become the most resolute and shun away any type of security threat. But this is a committed endeavor that would requisite focused approach and attentiveness to show concentration in all areas of security management. All the involved parties must share the information regularly to rate their progress and add new ideas to bolster security.

Have the inconsistencies been addressed?

Any inconsistency that is experienced in securing the network can be quite disturbing. What if the data is compromised? These are the business realities that must be addressed and safety of the information and security of the customer’s information is vital area of management.

Cyber security UK can embark on the journey with you to consistently generate a constructive experience in relation to saving the blushes of the business reputation.

It is marginal:

Sometimes you don’t have to make a big mistake to pay the price. Little bit of inattention or distraction can be costly. The experts can be involved to provide professional assistance consistently to evaluate the evolving nature of the issue.

To what extent have you been able to demonstrate the level of security that is required for the network? The endeavor to secure information is a tough ask, and you know that.