What is User Behavioural analytics?
User Behavioural Analytics refers to the tracking, collection, and assessment of user data and its monitoring using monitoring systems. UBA technology uses the analysis of historical data logs, network and authentication logs in order to determine traffic patterns that are a result of user behaviour; both suspicious and normal.
Meant to provide insights into the cyber security teams, the configuration of the systems can allow them to be modified to make user authentication difficult.
Uses of UBA
Initially developed in the 2000's to help marketing teams focus on their customers and their patterns, today with the advancement in technology, the use of behavioural analytics have expanded to include two main functions:
Using the technology for a single user may no help much in finding any malicious activity, running it for multiple users for organisation-wide solutions may help detect any malware or cybersecurity threats, compromised endpoints and insider user threats to the organisations.
How does behavioural analysis help cybersecurity
Within an organisation’s network, which parties are having access to the network? What is the purpose they are using it for? And are their actions permissible? All of these are critical questions that a behavioural analysis can respond to.
Using advanced techniques such as log analysis, signature detection, advanced analytics, along with Artificial Intelligence techniques in order to block any malicious entries into the organisation’s protected network.
In the presence of benchmarks for usual or normal user actions, it becomes possible to identify any irregular patterns that arise outside of the regular trends and to take necessary action before the advent of any adverse effects.
Behavioural analysis is an ideal way to detect any anomalies in the following features:
Employees usually work certain predictable hours of the day. In case an employee appears to "log in" at unusual hours there is a possibility that it may be a threat. Further investigation may be initiated by the system, which might ask for verification.
The use of a public computer or logging from a device that is not recognisable by the system may be a threat, and unauthorised personnel may be using the system to access the network.
An employee logging in from another location with a different IP address may raise a red flag. Similarly, a user with a changing IP address denotes a user using a VPN to mask the actual location of the user. IT may be due to any reason however it raises a red flag within the system.
Unauthorised or unusual applications that do not go with employees’ usual tasks may pique the interest of the cybersecurity. The usual applications may include applications that are used to send and receive data to or from other devices.
Behavioural analytics may have some intriguing aspects. It can also use the typing speed and patterns, movement of the mouse and the use of other endpoint devices to detect any anomalies. This could go on to generate any alerts.
The simple understanding of how data flows in your organisation may also help to highlight any anomalous behaviour. Behavioural analytics that focuses on network behaviour work by specifying how the network for your organisation should look like. With the standard set, any anomalies are highlighted instantaneously.
Elimination of suspicious behaviour using analytics
Although the approach to use behavioural analysis for organisations does not include a one size fits all model. The organisation using behavioural analytics to enhance their cybersecurity should understand how and where security analytics can be used in an attempt to strengthen the cybersecurity of their organisation.
Most businesses can create a model of a normal network behaviour which can be used to determine any anomalies, in order to proactively work against any arising threats.
You might be interested in:
Today with technology, everything has evolved including the construction design and requirements. And now it is tough to find a building which does not employ ELV solutions whether it is a hotel, an office, an industrial plant or an airport building.
This is, in fact, a big challenge for construction companies who are not well aware of novel technology concepts such as ELV and all the technicalities associated with it.
ELV is the abbreviation for the term “Extremely Low Voltage”. It is, in reality, a mix of data and telephony; security as well as automatically controlled technologies that are the need of any modern building structure in this century.
Several civil and electrical designs are an integral part of building’s construction design and are usually managed in-house by most construction companies. However, the design of ELV is something more complicated to be handled by construction designers. And therefore, they go for experienced ELV design consultant to manage this venture.
Here we have gathered some of the essential points that strongly justify the need of employing ELV solution as part of your building’s construction design:
1) Unified cabling system
Applying ELV system as part of your construction requirement gives the building a single unified path for electricity supply to all those appliances that operate on low voltage.
These appliances are namely CCTV, lights, Wi-Fi, Fans and Fire alarms etc.
These all pieces of equipment are connected to a single source of electricity. This gives your building a single cabling path.
2) It is cost-effective
As already mentioned, this system uses a single cabling path for all appliances that use low voltage for their operation.
This integrated system, thus, saves you from additional cost incurred on cabling. Moreover, it also protects the building from substantial security incidents. Therefore, it adds more value to its cost-effectiveness.
3) It ensures your building’s safety
The safety of human life and costly equipment is the top priority of the management system. In buildings where high voltage power is used, there is considerable potential for terrible accidents.
Therefore, to mitigate such incidents, you must consider hiring ELV design consultant to provide you ELV system for building to ensure safety in the face of major electrical events such as fire and electric shock.
The voltage for the electrical equipment is very low, which provides surety for the safety from such accidents.
4) Ensures easy troubleshooting
While using this system in the building, you can quickly troubleshoot the problems in case any mishap or problem arises.
Also the unified, as well as separate cabling system of ELV system ensures the detection of any problem with ease.
Simply put, these benefits as mentioned earlier make a strong case for employing Extra Low voltage system as part of any construction design.
Low voltage appliances are an essential part of your building, and to ensure they do not constrict your budget you must consider seeking advice from expert ELV engineer to make this solution a part of your building design phase.
Even though everyone knows (Thanks to NEWS headline) but still reinforcing that cyber attacks have reached to the threshold level in the past few years. The number of attacks is not stopping anytime soon but also several new types are appearing every day in the industry. This means the systems or networks have become more vulnerable to the threat.
Leave any loophole in your system and be ready to welcome attack. The threat can be insider and outsider depending on the attack or how things are being operationalised for any network. When risks are hard to detect then Entity and User Behaviour Analytics (EUBA/UEBA) comes in handy.
It is one of the security solutions which provide an analysis of the behaviours which happen on the network. The behaviours are not personal behaviours but rather anything that is related to the network and server. They will provide insight into the anomalies on the server ultimately helping in the detection of the threats.
The primary purpose of EUBA is to monitor the user’s activities such as keeping track on login status, use of applications and the context of accessibility. The information gained then will be used to compare it with the regular information. If there is any difference in what usually happens, then it is probably a threat.
The system is robust because it detects the activities or the abnormal behaviours which might go unnoticed or are overlooked. This is useful for the more extensive business because it will help protect the accounts of the employees. Even if you have just started your business, still you need to invest in the security analytics tools because it will enhance the overall credibility of your business.
But the question is how you would know which tool is suitable for your business?
Steps to Select EUBA Product:
There are several steps which you need to follow before you buy an end product.
Share the roadmap with the vendor:
The first thing you have to do is share the detection and case coverage roadmap with the vendor. This will tell you if your roadmap matches with what vendor offers.
Ask questions from the vendor like if you can add new cases and if there is any additional information to do so. Also, ask if the respective person has a process where it provides repeatable threat coverage expansion.
At times when you show or discuss your issue with the vendor then they might not have anything matching to your need. In that case, you might ask the person if they handle the customised projects for the new data classes or threats.
This will also give you an idea whether the tool will be useful for the imminent threats in the future or not.
Before you finalise your EUBA product, it is essential to ensure that all your requirements are matching and there are multiple entities or options available. Some of the examples of the entities are user/account, machine/servers, and files/digital assets. This will give a better opportunity to track and detect threats.
EUBA/UEBA has become a powerful security tool and is valued immensely in the cyber world. However, there are several things which need to be ensured before purchasing the final product.
Data has remarkably evolved over the years in kind, velocity and volume. Its rapid evolution is associated with the dramatic digitalisation of business around the globe.
Cisco predicted that yearly global IP traffic would reach 3.3 ZB by the year 2021. This voluminous data and its security are topics that are frequently debated in business settings.
While according to an estimate by Gartner, there would be 1 million new information technology devices sold per hour by 2021. These estimates are in line with the evolving digitalisation and enhanced connectivity of people around the globe.
Such advancement in information technology and digitalisation puts organisations at risk of cyber-attacks more than ever before.
Companies are now responding to these attacks and security threats by employing security analytics tools that enhance the capabilities of their existing security systems.
These tools are helpful in the collection, filtration and integration of security event information to get a comprehensive view of their security system. They interlink events occurring on various platforms to scrutinise malicious activities that extend across multiple devices.
These security systems are not to replace already present security controls and infrastructure; instead, they complement traditional control systems.
Cyber threats are on a continuous rise:
The idea of corporate security has undergone a tremendous shift over the recent years. Thanks to the growth of technology, information security is experiencing a change from traditional protection tools to sophisticated security infrastructure. It monitors and detects costly data breaches within your business networks.
As cyber-attacks are advancing and becoming increasingly sophisticated conventional approaches to protecting your networks can no longer keep up.
Investing in Cyber defence technology is worthwhile:
While in a few cases, the execution of a security analytics program is somewhat complicated. Whether it’s the organisation of new tools or convincing your company’s lead to invest in it, this technology is worth this hassle.
Small business owners usually feel that their business is not in line with analytics as their staff, client’s base and functions are too small to justify the cost of this sophisticated system.
This view is somewhat not appropriate. Although, small organisations have limited budgets so that it is not easy to invest money in such technology. However, the advantages of this system regarding security and protection make it worth investment.
In this data-dependent age, information is a critical resource, and cyber hackers are increasingly becoming sophisticated to hack your personal and organisation’s data. An advanced cyber security system has the potential to offer protection against these malicious intents.
Security in the corporate sector has changed remarkably over the years. Companies are becoming increasingly dependent on technology to continue their daily operations.
So, organisations today are not only concerned about their physical assets, but they also need to protect their networks and online resources efficiently. Thus, it is critical to employ systems to protect digital assets from being stolen.
As digitalisation is essential in this technologically evolving era, there is an increasing need to employ advanced security analytics tools to protect your networks from sophisticated cyber-attacks.
Operating online in an unsafe and insecure manner would be classified as offering an open entree to all those who are usually keen to breach sensitive information of a business and its clientele. One cannot afford such blunders while operating in legally firm markets such as the United Kingdom.
There are four areas which are closely interconnected with each other, and all four must be dealt with utmost focus:
You will need it all the time for you to be able to grow your business without any bumps or humps.
It is always going to be present, whether you are secured or not. It, therefore, would be a continued effort from you to keep it away all the time from your online and offline business functions.
It is usually a small blunder made by one that transforms into a potential and lethal threat.
This is a pre-requisite, however if you are planning to manage things on your own then you might as well forget about corporate growth. It would be issued, complains and bugs that you will be dealing with.
You may at times find success if you are technically proficient in this area but seriously, do you think it’s worth the effort when you have the facility of expert backup in the form of managed security services in UK.
Technology has moved further, and this process is not going to stop. It will escalate and advance faster than ever before. Coping with such demanding and risky situations in the cyber world may not be so comfortable in the days to come.
Sit with professionals and discuss your needs:
Trust me this is the only reliable and best option that is available to you. They will work on your business models and the volume of your reliance on interconnected networks and online world for business.
With smart and latest trends that are used for the sake of security threat and risk assessment such as penetration testing also known as pen testing will be applied by them. We are now in an era that is shifting towards the latest trends which will be dominated by elite role players such as AI and VR.
Artificial intelligence and virtual reality have made it possible for vendors and solution providers to monitor the proceedings and keep your business away from such unenthusiastic attacks and attempts.
Winding it up!
Improved management in the domain of security from you and relying on industry smart, up-to-date and futuristic IT security solution providers will save the day for you and will enable you to stay away from such unwanted and grave situations online.
As the hackers are leveling up their game by finding new ways to breach the security system, therefore, it is high time for the programmers and developers to bring something as safe as they could.
There have been many techniques and tools which are being used to secure the system. EDR is one of the latest hypes and is a new way to security solutions.
EDR stands for endpoint detection and response which a new solution to the security concerns. According to the definition of EDR, the tool is being used in the detection and investigation of any suspicious activities which are occurring at the host or the endpoint.
EDR UK provides a range of services which will enhance the visibility of binary services and connections. In the EDR, an agent is installed at each endpoint which will ensure the continuous monitoring of the potential threat able to harm the system.
The agents installed at the endpoint then monitor the network and the endpoints. The information from the monitoring is recorded, and further analysis is carried out based on that information.
Why should any organization have EDR tool?
One of the primary advantages for the EDR is that it protects the system and organization against the advanced level threats.
The endpoint is the region where the hackers usually attack, and this monitoring provides a precise observation of how hacking is being carried out.
Endpoint monitoring also provides information regarding the how files are being accessed, process actions, network information, and changes in the endpoint configuration.
Also, the new addition in the security protection tool is also addressing the need of tackling the new threats hackers are using to breach the security system.
What are the benefits of employing EDR in an organization?
EDR will provide more enhanced visibility as it does not only give the file name or other relevant information but it also includes information regarding host-based details and the processes which are being carried out.
The event information or processes are then being used to determine any apprehensive method of relationships, the odd connection of networks, credential pilfering, and other potential behaviors which can compromise the overall security of the system.
Once the suspicious event is being detected and identified then EDR tool will help you to respond to the threat on urgent basis. You can do this by checking the end point of the network or the system and respond to the threat alert quickly.
In other words, EDR helps in enhancing the visibility to the servers and endpoints, but the timely management of the potential threat can help secure the network or the server. Siconsult.com offers the services which will determine the unusual activity or process on the network or the system as their experts have been detecting the problems at endpoint for a while.
EDR and antivirus:
Antivirus was once used to protect the overall system and endpoint to be specific. Antivirus software has been used to protect the malware or any threat which impact the system and provide a professional option for removing the malware from the system.
EDR is a more advanced system, and in no way, it can replace the use or importance of antivirus. Because antiviruses detect and block the threat which is harmful to the system or network. However, EDR works complementary along with the antivirus and figure out the root cause and identify the endpoints which are infected and then prevent the problem.
Even though the visibility has increased with the EDR tool but still your network and system need intrusion detection and prevent System, next-generation firewall and other security measures.
EDR services provider in UK not only has robust threat hunting capabilities but also be a useful resource in detecting unusual behavior by the system or the user.
Lastly- EDR is a novel technique which will enhance the data protection and make the overall system more secure. Even though EDR is still evolving but because its capability to identify detailed information regarding the threats, most of the agencies are employing the EDR tools and techniques in the security solution of their enterprise.
Technology has advanced over the years, and it has made the life fast and easy. But everything has its drawback and technology has brought in the Security issue.
One of the main concerns in the business is the security of the data that is stored and produced by the people using it. Internet, IT, and digitalization are present the business industry as well. Security concerns are the basics of any industry, and it is as important as revenue, sales and other aspects of any business.
A recent trend in the industry is to hire professionals who will identify the possible threats through rigorous data collection, aggregation tools for maintaining the secretary of the business, its data and other files.
Security analytics is a broad term which refers to “a process of using data collection, aggregation, and analysis tools for security monitoring and threat detection."
Based on the type of security tool installed, the security analytics solution can use the range of data sets like small and large data sets into the data algorithm and detection process.
Now if you are wondering how the data is being collected for the analysis purpose then let me tell you that there are several sources from which the data can be obtained for the detection of the potential threats.
Some of the examples of the data resources are network traffic, cloud sources, user behavior data, contextual data (the one which provides the context of the person or the user), and data from cyber threat intelligence.
All these methods are the old methods for the data sources. So, how technological advancement has contributed to the data sources?
There are new methods of data collects such as
Benefits of Security Analytics
Business can benefit from security analytics in several ways:
Detection and Response
The analytical tool will analyze the data from a range of sources which are mentioned above and others. The expert will draw a pattern between different sources, connecting the dots, and alert regarding security threats.
The expert will provide correlation estimates between the different event and sources as well as point out the potential threats.
These estimates will be a way for the IT experts to know the elements leading to security issues and by eliminating those factors the system or even the data can be more secure.
Maintain Regulatory Compliance
One of the benefits of the tools is that these analytical tools comply with the regulations of the government and other standardized regulations. Take, for example, the Health Insurance Portability and Accountability (HIPPA) act and The Payment Card Industry Data Security Standard (PCI DSS) are both related to security in one way or the other.
These government regulations require the measures for the mentoring and auditing of their respective industries and analytical tools can integrate different data types and provide the bird-eye view of the data set for various devices to the companies.
For this reasons, London SOC can help in analyzing the data in a way that it will detect all the possible threats. Threats identification will reduce the potential fallacies impacting the business and security of the overall data.
Enhance Forensic Capabilities
Another benefit of using these tools is that they will be beneficial in the forensic examination of an incident.
The tools used for the security analysis will provide you comprehensive information on,
In other words, these tools help in reconstructing the entire incident of the attack and how it has impacted the whole system. The ability to perform the analysis is what will enhance the overall structure of the security system.
Security has become a significant concern for any kind of dataset. Analytical tools used for the security purposes will collect and analyze the data to monitor the security system as well as identify any potential threats. Take advantage of these tools to secure the data and business for the long run.
We have moved into a period where it isn't an issue of whether your association will be breached, however when and to what degree. To be sure, the odds are that you've just been the casualty of a digital assault, without your insight.
This has driven numerous organizations to put vigorously in security operations centers (SOCs) to enable them to identify and react to future dangers as fast as could be expected under the circumstances. Managed SOC is basically the safest and most effective way to deal with this.
What Are Security Operations Centers?
A security operations center (SOC) is an office that houses a data security group in charge of observing and examining an association's security act on a continuous premise. Using a mix of tech-solutions and an arrangement of procedures, the SOC’s group will differentiate, dissection, and finally react to cyber-security incidents. Security tasks focuses are ordinarily staffed with security experts and specialists and also supervisors who manage security activities.
SOC staff, at all times, stays in collaboration with organization response teams to make sure security concerns are dealt with as quickly as discovered.
In simpler terms, Security Operations Centers basically observes and examines activity on applications, websites, and their respective endpoints, servers, networks, databases, etc. This is in search of inconsistent activity that might be an indication of a security compromise. These organizations are held accountable for making sure that potential security threats are correctly received, perceived, analyzed and dealt with.
How It Works?
The initial phase of setting up an association's SOC is to unmistakably characterize a system that consolidates business-particular objectives from different offices and in addition information and support from officials. Once the technique has been created, the foundation required to help that system must be actualized.
Bit4Id Chief Information Security Officer Pierluigi Paganini indicated that normal SOC foundation incorporates firewalls, IPS/IDS, rupture location arrangements, tests and occasion administration (SIEM) framework. Technology ought to be set up to gather information by means of data flows, telemetry, packet capture, syslog, and different techniques with the goal that information action can be associated and examined by SOC staff.
Building a security operations center is not just time consuming, it is also very expensive. You end paying quite a hefty amount out of your company’s total IT budget and that doesn’t even include the staffing and training costs to provision and maintain it.
In comparison, outsourcing the whole SOC as a fully managed operation can be a huge step towards setting up a practical cyber-security program. A managed SOC ensures zero capital investment with long-term reduced, predictable cost, enabling you to apply reserve funds and assign assets to vital business activities.
Support and Management
The key benefit of a fully outsourced SOC is the tremendous improvement in detection of potential cyber threats as a result of continuous screening and scrutinizing of data flow. Regardless of the source, attack type, or time of day, the 24/7 monitoring ensures that threats and intrusions are addressed immediately. Furthermore, the good quality documentation of all possible breaches helps strengthen the organization to fix all the loose ends and stay one step ahead of all the threats facing their environment.
Recent times have stood witness to see the focus of security shift from technology element to a human element. This basically diminishes threats directly rather than depending on a script. SOC officials constantly work with existing and documented threats to study emerging risks. All the while they have to meet client and organization needs to formulate a system tailor-made for their risk tolerance level.
Genuinely fruitful SOCs use security computerization to end up compelling and productive. By joining exceptionally talented security investigators with security automation, associations increment their analytical power to improve safety efforts. This helps better protect against information breaks and digital assaults.
Data threats are changing and evolving into something bigger and serious every day, making it absolutely necessary for organizations to invest more gravely into their IT security solutions. Running an in-house security organizations center is costly as it needs additional efforts to hire, make space and build total operations budget. Furthermore, most in-house SOCs do not have the same superior technological edge or expertise which is why outsourcing to managed SOC is the most logical solution.
The decision related to digital security needs proper reflection on the variables. Why must a third party be engaged in the supervision of security?
How will it impact the scope of the business? The initiative must be sensible as outsourcing the organizational asset is not an easy task.
Industry analysts outline that the trend to outsource the security to a third-party vendor is going to thrive in future. The foremost reasons that are compelling organizations to secure this objective are:
What is the right strategy?
The approach to hiring third-party vendor is based on several aspects. Firstly need recognition of the initiative must be strong. 55% of the organizations feel there is an instant requirement to implement the security program in its entirety.
Secondly, what is the additional advantage that the procurement would offer to the organization? 67% of the organizations find due diligence as the factor that forces them to procure the services of a third-party vendor.
The understanding of the business model and how the security impacts different stakeholders is pivotal to this initiative. There are different types of technological and administrative barriers that must be confronted.
Managed security services Dubai can successfully implement the security initiative program for different businesses with varying scope.
What exactly is your need?
Many organizations make the mistake of following the trend. You do not have to be another senseless organization making futile decisions devoid of any planning.
Managing the digital security is a strategic endeavor. The value for investment needs to be summarized.
What can cost savings be realized? What are the critical success factors in hiring a third party vendor for management of digital security?
The experts investigate how the security initiative must be deployed. There are different areas of sensitivity that must be addressed.
The positioning of the resources in the right context will be vital. This is the additional advantage that professional services can offer.
The value that the endeavor provides must be exceptional. The risk can be leveraged significantly and a robust response mechanism can be deployed to avert any danger.
Do not cripple your thoughts. Go for the industry experts involved in rigorously employing best practices. Prioritize what you want to achieve from the initiative.
Managed security services Dubai can design a pragmatic and practical implementation program for digital security.
General data protection regulations (GDPR) will be applicable from 25th May, 2018 by replacing the old data protection directive of 1995. This will change the system of how the data is stored, used and retrieved.
This legislation will ensure the privacy of an individual’s data and give them the rights to request the removal of their personal data from the database of any organization they no longer need.
This step has been taken in favor of consumer rights and it will also ensure that no data breaches take place.
Noncompliance with these regulations will cause serious damages, which will include hefty fines and loss of business reputation and credibility.
You need to learn about GDPR consulting services to adhere to the regulations. However, following these five steps will ease out the regulatory compliance.
Build an inventory of data
The new regulations will require you to provide the whereabouts of your personal data. In order to comply with this rule, organizations are required to build an inventory of their personal data. Create a centralized location to store all of your data gathered from different sources. Collect all the data, including personal data, static data, data in motion or any other data that your business relies on, and build an inventory so that you could keep a privacy check.
Identify the personal data
After having access to all the data, you are now required to identify the personal data. You will need to identify the names, social security numbers and credit card information. This way you will be having some ease in protecting the personal data.
Take the control
Once the personal data has been identified, you are required to circulate this information to all lines of business. Make rules and restrictions on the right to access the personal data so that only relevant staff could access the personal data. By devising this strategy, you will be having a clear insight on who is accessing the data and for what purpose.
It is an efficient practice to use a security operation center (SOC) to monitor the access of data in the organization. In the UK SOC is easily implemented by using specific tools to deal with the security issues at a technical and organizational level.
Protect the data
There are three techniques of data protection: encryption, anonymization and pseudonymisation. You can choose one of the techniques that suits your business model. To determine the level of protection for GDPR compliance, it is also necessary to apply a data protection technique that does not restrict your workflow.
Carry out an internal audit to show the regulators that you are effectively complying with the regulations. The simple audit report should show the following things: