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.

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Effective Vulnerability Management Process

Organisations store and retrieve information every now and then. In this era of information, the security of data is the prime requirement of every individual. Therefore, organisations strive hard to keep the confidentiality and integrity of their data asset secure and strong.

Vulnerability is a feebleness of an asset or group of assets that is exploited by the threats. Vulnerability management is referred to the process of identification and elimination of weakness in the data assets which can be exploited by the data threats. It is done with the help of different process depending upon the management life-cycle of organisations.

Whatever the process of management is adopted by the organisation, it is imperative to understand that vulnerability identification is a must in any way. Without identification of vulnerabilities, it is not possible to handle data security.

Effective Vulnerability Management Process
Effective Vulnerability Management Process

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.

Security Incident Detection & Response – SIEM Based Security Monitoring

Security Incident Detection and Response - SIEM Based Security Monitoring
Security Incident Detection and Response

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8 Steps: How to Prepare for GDPR Compliance

The General Data Protection and Regulation (GDPR) is considered a potential player of changing data security scenario globally. It has grave implications for public and private organizations. Organizations are required to implement GDPR compliance irrespective of their location. It is necessary for getting into business with EU citizens and companies.

The penalties and punishment in case of the data breach are very strict. It can cause a fine of thousands million pounds, euros or dollars. Therefore, companies need to re-think their strategies and already implemented data protection procedures.

Now, business organizations are left with only two options:

  • Consider GDPR as common as any other rule and ignore
  • Adopt a comprehensive approach to deal with GDPR

However, GDPR consulting institutions can assists organizations to adopt the best practices to meet the compliance the requirements. So, always base your security review according to the clauses of General Data Protection and Regulation. Further, devise a comprehensive checklist to accomplish before 25th May 2018.

Tips to get prepared for GDPR Compliance

GDPR is going to initiate the biggest change in the laws of data security for the next generations. Organizations should adopt a proactive approach to deal with emerging modifications. The following tips are supposed to help organizations largely:

 

Understand Important Clauses of the Law

A report on GDPR 2017 revealed that approximately 66% of total senior managers had got a proper briefing about clauses of General Data Protection and Regulation law. It shows a dismal situation because organizations are ignoring the importance of GDPR for their survival.

It has been observed that senior management of various organizations have bluntly stated that they are ready for GDPR without realizing their weaknesses.

It may cause a great threat to the businesses of the organization. Therefore, organizations must strive hard to get a proper understanding of crucial clauses of GDPR legal regulations.

Create a Workable Roadmap

After having a clear understanding of legal framework and regulation process of the GDPR, organizations must prepare themselves.

It is necessary to create a proper work plan to make organizational data security policies aligned with General Data Protection and Regulation.

Understand the Gravity of Data Security and devise a comprehensive roadmap to be followed for the integrity of data.

Ensure Proper Accountability

It is important to understand if the data acquired by the organization comes under the jurisdiction of GDPR. In order to do so, the proper study of respective GDPR clauses is crucial.

Not only this, the companies and public organizations must ensure proper procedures of accountability to ensure data safety.

Accountability is a must for proper safeguards of data and information held by the organizations. Therefore, a strategy to complete data process and retrieval accountability should be maintained by the organization at any cost.

Most of the mentioned facts are directly related to GDPR compliance. So, before taking any action, get adequate General Data Protection and Regulation counseling to ensure ultimate success.

Ensure Rights for Personal Privacy

The individuals or the data subjects have multifarious access rights regarding data and privacy protection. Therefore, companies must ensure the following:

  • The basic right to get informed of any data breach
  • The right to rectify false or illegal access of data
  • The right of restriction in case of portable data
  • The right of objection in case of data processing

Review your Private Policy

It is very imperative to understand that privacy to design databases helps to ensure compliance with GDPR. The protection of data within an organization can be done by reviewing the private policy of the company altogether.

There are many complications related to privacy policy consent under the GDPR. For instance, it is stated that children cannot be considered legally authorized to give consent for data privacy and access rights.

Therefore, organizations have to ensure proper system to eliminate the risks in order to improve security.

Appoint Data Security Officer

The appointment of a data protection officer has become a compulsion required by GDPR. Therefore, the organizations must comply with this requirement in order to do business with EU companies.

However, the data security policy of many organizations eliminates the need for security officers. However, it is suggested to hire professional security consulting firm with the sound understanding of data vulnerabilities and security insurance.

Summary – Take Away

By now, every organization around the world understands that they have to align their data security procedures with GDPR. However, it is important to understand the gravity of the matter.

Don’t get left behind owing to false illusions and distractions that General Data Protection and Regulation will not affect your company. Get an instant GDPR consulting to understand how to ensure GDPR compliance effectively!

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Firewall And Firewall Migration – Necessary Security Aspects

Network security is crucial in this era when the cyber-crimes are increasing rapidly with the passage of every single day. They are becoming a major threat to the organizations that are working online and relying on the internet. Such businesses are a real feast for them; they are attacked and penalized very often in case if they don’t have a proper security structure that could save them from such severe vulnerable attacks.

Firewall

If you want a complete and excellent protection system for your network, then the firewall is something awesome for that reason. It helps your network remain safe from the vulnerable attacks via the internet. It does take care of all the activities happening within your network. The inbound and outbound activities coming from your network are monitored throughout for any suspicious activity.

In case if there is something suspicious happening around, the firewall detects it and blocks it right away. This is the best part one could say because your network firewall can detect the vulnerable stuff and block it to keep you safe from major after effects. So, one must have such a mechanism to ensure safety from the attacks of modern-day vulnerabilities.

Firewall Migration

The vulnerable attacks don’t remain the same forever; the intensity and approach of such threats do change with the passage of time. In that case, the firewall migration becomes a really necessary process. This is how you improve the performance of your particular firewall by updating it. Every migration takes place to enhance the tools and software systems of a particular firewall. That’s why you can’t neglect that part either.

If you are not going to take the firewall migration seriously, then it can certainly make you pay in the long run. As soon and as much as the cyber threats get intensified, as a company, you are supposed to take necessary steps as well to make your network capable of blocking those vulnerable attacks in a better way. Otherwise, you would need to face the worst consequences of negligence.

Safe Firewall Migration

It’s not the matter of migrating your firewall, in reality, it is about safely migrating it without leaving any weaknesses around. If you are attempting firewall migration but you are not doing it appropriately then there is no benefit of even attempting.

Let’s discuss in detail about how you can safely migrate your firewall?

Hiring Professional Staff

You need to ensure that the staff that’s taking part in the migration process is well-trained and knows the right procedure for it. Even if you have hired the services of a 3rd party service provider, in that case as well; the staff and resources are supposed to be highly skilled.

Audit Configuration

There is no need to build your configuration from scratch. The Audit configuration is there to help you with that. Analyze the unused addresses and services; analyze the current role and security base as well to determine the current policies that are in use to remove the previous and unused ones.

Composing Acceptance Test

Performing an acceptance test is also really necessary. You can do it to know that post firewall setup is working fine and perfectly. This certainly is the most necessary step whatsoever, to ensure that migration process has happened correctly.

Defining Rollback Procedure

What if you are tired of performing the migration process and you have to stop now to take rest? What would you do ensure that firewall migration couldn’t get harmed, even your network remains safe from the vulnerable attacks during that phase?

Defining a rollback procedure could help you significantly in this particular regard. As if you stop your migration process you can roll over the previous system to keep network safe from vulnerable attacks.

Final Lines

A firewall is the necessity of every network in this era because the cyber-attacks had increased a lot over last decade. If an organization doesn’t take care of its network security and neglects the importance of proper firewall, then it would have to bear with some worse consequences. Apart from the firewall, its migration is also necessary to make your security mechanism even stronger to deal with the even intense cyber-attacks.

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How To Successfully Migrate Your Firewall?

The New Era Of Building Design, Operations And Security Requirements

It is rightly said by someone that, the customer is the driving force of any business and the success of any business entirely depends on the customer satisfaction. As the technology is progressing day by day, so is the demand by the clients. Modern building designs are almost digitized so is the security standards affiliated with such structures and the automated systems that are used to control them.

The new lifestyle has demanded the services that are new in nature. Starting from design to implementing and to maintain everything is changed and that demands the services of professionals, those which have the perfect capability to meet certain standards.

What does a modern building require?

In a country like Oman as the modern buildings are becoming more and more complex the need of professional ELV design consultant Oman is increasing drastically. In the modern buildings, the trend is moving towards automation and central controlling. Most of the buildings require systems like audio-visual control systems, appliances control systems, data centre infrastructures, hotel systems, control rooms design, airport systems, integration management and security systems. Not only the professionals for deploying and integrating such systems are required but also as the robust cyber-attacks are increasing the need of security consulting services are also in high demand.

ELV design requirements

The ELV system is the core requirement of the modern buildings. Every system from audio controls to shutter controls and air conditioning is becoming centralized and the special signaling through ELV systems is required which demands series of in-depth analysis by professionals.

Concept design

The process starts with a concept design. Which involves a professional ELV design consultant analyses the complete client requirements and suggests the feasible solution to the client that meets their requirement?

Schematic design

Once the concept design provided by the consultants is approved by the client, the next step is to create the technical schematic drawing which provides the layout of the entire system that is going to be deployed.

Detailed design

One the schematic designed is approved the next step is to produce a detailed design that includes all the desired documentation and commencing steps involved in the entire project.

Deployment and supervision

After all the necessary documentation is completed, now is the stage where the professional deploy the systems and supervise it until the project is completed.

Types of security services

There are basically three types of services that a well-reputed security consulting firm provides for robust security management and enhancements and those are managed security services, professional security services, and the compliance services.

Managed security services

In a managed security service a firm provides 24/7 service to monitor and protect clients devices as well as a network from cyber-attacks and malwares. These services include advanced behavioural analytics in which in time actions were taken to avoid high-risk future threats and attacks. Firewall management, malware protection service, security operation centres deployment for 24/7 protection, situational threat intelligence and vulnerability management services.

Professional security services

Professional services are mostly for the wide infrastructure organizations where the structure is first assessed and perfect services are deployed in order to maintain the perfect resilient network structure.

These services include digital forensics, firewall migration, responding to an abnormal incident, security network architectural review, penetration testing with ethical hacking into the currently deployed system, web application testing and business and continuity plans.

Professional services also help the organization in creating their own architectural design and project management for security operations centres. This includes deployment of the complete setup, process optimization and taking necessary measure in order to prevent the system from external threats.

In order to sum up the entire scenario, as the modern approaches in building design are getting more and more attention. The customer demand is also getting higher and higher especially in a country like Oman the automation and the security industry is touching the sky. So there is a need to hire some professional that do specialize in providing the best, considering all the safety standard in front of them and to minimize the security loopholes that are being originated due to this technological advancement.