Estimated reading time: 5 minutes
threat intelligence data provides companies with relevant and timely insights they need to understand, predict, detect and respond to cybersecurity threats . Threat intelligence solutions collect, filter and analyze large volumes of raw data related to existing or emerging sources of threats. The result is threat intelligence feeds and management reports. Data scientists and security teams use these feeds and reports to develop a targeted incident response program for specific attacks .
Everyone from fraud prevention to security operations to risk analysis benefits from threat intelligence . Threat intelligence software provides interactive, real-time views of threat and vulnerability data.
The advantage offered to security analysts and experts is obvious and serves to easily and quickly identify threat actor patterns . Understanding the source and target of attacks helps business leaders put in place effective defenses to mitigate risks and protect themselves from activities that could negatively impact the business.
cyber threat intelligence can be classified as strategic, tactical or operational. Strategic concerns the capabilities and general intent of cyber attacks . Consequently also the development of informed strategies associated with the fight against long-term threats. That Tactic is about the techniques and procedures that attackers might use in day-to-day operations. Finally, threat intelligence Operational provides highly technical forensic information regarding a specific attack campaign.
The threat intelligence cycle
Threat Intelligence Solutions collect raw data on actors and threats from various sources. This data is then analyzed and filtered to produce feed and management reports that contain information that can be used in automated security control solutions . The main purpose of this type of security is to keep organizations informed about the risks of advanced persistent threats, zero- day and exploits, and how to protect yourself from them.
The Cyber Threat Intelligence Cycle consists of the following stages.
Planning: The data requirements must first be defined.
Collection: Collect large amounts of raw data from internal and external threat intelligence sources.
Processing: Raw data is filtered, categorized and organized.
Analytics: This process transforms raw data into streams of threat intelligence using structured analytics techniques in real time and helps analysts identify Indicators of Compromise (IOC). < / p>
Dissemination: Analysis results are immediately shared with cybersecurity professionals and threat intelligence analysts.
Feedback: If all questions are answered, the cycle is over. If there are new requirements, the cycle starts over from the planning phase.
Common indicators of impairment
Enterprises are under increasing pressure to manage security vulnerabilities, and the threat landscape is ever-changing. threat intelligence feeds can help with this process identifying common indicators of compromise (IOC) . Not only that, they can also recommend the necessary steps to prevent attacks and infections. Some of the more common indicators of compromise include:
IP addresses, URLs and domain names: An example would be malware targeting an internal host that is communicating with a known threat actor.
Email addresses, email subject, links and attachments: An example would be a phishing attempt which relies on an unsuspecting user clicking on a link or attachment and initiating a malicious command.
Registry keys, file names and hashes of files and DLLs: An example would be an attack from an external host that has already been reported for nefarious behavior or is already infected.
Which tools for threat intelligence
The growing increase in malware and cyber threats has led to an abundance of threat intelligence tools that provide valuable information to protect businesses.
These tools come in the form of both open source and proprietary platforms. These provide a variety of cyber threat defense capabilities, such as automated risk analysis , private data collection , threat intelligence quick search tools, reporting and sharing this information among multiple users, curated alerts, vulnerability risk analysis, dark web monitoring, automated risk mitigation, threat hunting and much more.
We talked about one of these tools in a other article : the Miter Att & amp; ck . This is a very useful tool for learning about hacker attack techniques and behaviors. This is thanks to the information gathered by threat intelligence and the consequent sharing. A framework like this is very efficient for creating defensive mechanisms that make it possible to secure corporate infrastructures.
Artificial intelligence and threat intelligence
As we saw earlier, gathering information from various sources is just one of the steps. These must then be analyzed and subsequently processed into control protocols, to be really useful for security.
For this type of work of analysis, definition of baseline behaviors and data control, we are increasingly relying on artificial intelligence and deep learning. A Next Generation SIEM , flanked by a UEBA solution are perfect for this type of protection.
The control of the behavior of entities within the perimeter carried out by the UEBA is able to identify any suspicious behavior, based on the information collected and analyzed by the SIEM.
The defenses we have named are the primary value of a corporate security plan. Adopting specific solutions, implementing threat intelligence and therefore an active search for threat indicators, offers a strategic advantage. The company can take a step ahead of criminals, who can only leverage the surprise effect against their victims. Precisely for this general situation, every company should be in a position not to be caught by the off guard. Implementing proactive solutions is now necessary.
The threat intelligence is therefore a defense weapon behind which to protect the most important resources in order to work in peace.
If you want to know how we can help you with our security services, do not hesitate to contact us, we will be happy to answer any questions.
Estimated reading time: 8 minutes
The term shoulder surfing might conjure up images of a little surfer on his shirt collar, but the reality is much more mundane. shoulder surfing is a criminal practice in which thieves steal your personal data by spying on you while using a laptop, ATM, public terminal or other electronic device among other people . This social engineering technique is a security risk that can cause disaster, especially if the stolen credentials are corporate.
The practice long predates smartphones and laptops and dates back to when criminals spied on pay phone users as they entered their calling card numbers to make calls . Many years have passed, but the technique has not been lost. Thieves have evolved to observe their victims typing their ATM PINs, paying at self-service petrol pumps, or even making a purchase in a store.
A similar technique for ATM theft involves a card cloning device superimposed on the card insertion hole and a micro camera to spy on the code. The micro camera performs an act of shoulder surfing . Card cloning is essential because without a physical device the pin is useless, but in the case of account credentials on the network, all you need is user and password.
When does Shoulder Surfing take place?
shoulder surfing can happen whenever you share personal information in a public place. This includes not only ATMs, coffee shops and POS devices in general, but virtually any place where you use a laptop, tablet or smartphone to enter personal data.
Long-time shoulder surfers did not usually loom behind their victims to scrutinize information. Instead, they stood at a safe distance and interpreted finger movements as people typed numbers on the keyboard . Similarly, today’s social engineers often escape attention as they quietly observe others in public places such as airport lounges and shopping malls, bars and restaurants, on trains or subways, or wherever there are people, to tell the truth.
Indeed, today’s most sophisticated criminals are watching from further away, hidden from view. They could use binoculars, micro cameras, or the camera of their phone or tablet to scan your screen or keyboard. Not only that, they may eavesdrop as you read credit card numbers on the phone or provide other sensitive information. Criminals could also take pictures, make a video or audio record of the information and then interpret it later.
Whatever the methodology, it is clear that technology has not only helped us to be more connected and be able to afford to pay for a frappuccino with our mobile phone, but it has also exposed us to security risks. When it comes to sensitive data, especially if there is a corporate account involved that could access other people’s sensitive data, you should never let your guard down , consequences could be very serious .
As shoulder surfing commonly happens
Before suggesting some methods to prevent shoulder surfing to be put into practice immediately, let’s take a closer look at how credential theft could happen with this technique.
At the bar or in the cafeteria
You’re in a busy restaurant bar waiting for a friend. To pass the time, you connect to Instagram. Unfortunately, you don’t notice that the person stuck in line next to you is looking at your password, which happens to be the same one you use for your email and bank account.
At the ATM
You’re taking cash at an ATM. You feel safe because the man after you in line is at least 10 feet away and is even looking at his phone. In fact, he is recording your finger movements on his phone and will later decrypt them to get your PIN number.
To the airport
Your flight is delayed, so grab your laptop and kill your time by reading a couple of work emails to keep up to date. Log in to the company website to read your mail and enter your username and password. You are so calm that you don’t see the woman a few places away as she stares at the screen while you enter data.
What are the consequences of shoulder surfing?
Using your credit card information to make fraudulent purchases is just one example of the damage you could suffer if you fall victim to shoulder surfing . The more personal information a criminal captures about you, the more serious the consequences can be for your bank account and financial health.
A serious case of shoulder surfing can expose you to identity theft . A criminal could use your personal information, such as your social security number, to open new bank accounts, apply for loans, rent apartments, or apply for a job under your name. An identity thief could get their hands on your tax refund, use your name to get medical treatment, or even apply for government benefits in your name. They could also commit a crime and provide your personal information when questioned by the police, leaving you with a dirty record or arrest warrant.
Of course, if you suspect this has happened, you’ll need to go to the police immediately, block your checking accounts and notify the bank. If fraudulent actions have already been carried out in your name, you may need to prove that you are not involved.
Things get dangerous if the stolen data is from a corporate account. In fact, with the use of valid credentials, anyone could enter the company’s system and perform all kinds of actions, such as collecting additional data, placing malware, running a ransomware , steal customer data and then sell it online.
How to defend yourself from shoulder surfing
Two levels of protection can be identified, the first is proactive and is aimed at preventing credentials from being exposed to malicious people, the second is active and provides software to detect attempts to use stolen credentials.
Defend yourself proactively
If you really can’t avoid entering sensitive data on your laptop, tablet or smartphone in a public place, you should follow the countermeasures listed below.
Tip 1: Before entering any sensitive data, find a safe place . Make sure you sit with your back to the wall. This is the best way to protect yourself from prying eyes. Avoid public transport, the central armchairs of a waiting room and places where there is a lot of people coming and going.
Tip 2: Use a privacy filter. This hardware device is a simple polarized translucent sheet that is placed over the screen. It will make your screen look black to anyone looking at it from any unnatural angle . This will make it much more difficult for unauthorized people to see your information.
Tip 3: Two-factor authentication requires a user to prove their identity using two different authentication components that are independent of each other. Since this type of authentication only passes when both factors are used correctly in combination, the security measure is particularly effective. For example, this method is often used a lot in online banking. There are many services that allow you to use your mobile phone as a second authentication factor . This is done through special apps.
Tip 4: Another solution is to use a password manager . By doing so, you no longer have to enter each password individually on your computer. The password manager will do this for you after you enter your master password . This prevents unauthorized people from using your keyboard to determine the real password, provided that you properly protect your master password .
Actively defend yourself with a SOC and behavior analysis
Now let’s imagine that the corporate account credentials have been stolen. At this point only a behavior control system can trigger an alarm and therefore block the user before there is any damage.
In fact, using correct credentials, a normal traditional SIEM would not trigger any alarms. For an older generation SIEM, access would be legitimate, because the credentials are correct. The attacker would have free undisturbed access to the system and could continue with his attack plan.
With SOD’s SOCaaS service, however, abnormal access would trigger an alarm. The SOC provided is equipped with a Next Generation SIEM and a system UEBA control behavior . This means that any deviation from the user’s usual behavior would be reported.
In the case of credential theft, as happens with shoulder surfing, the access made by the attacker would therefore trigger an alarm because something is wrong . For example, the login could take place at anomalous times, in another country / IP, from a different operating system, etc.
shoulder surfing is a social engineering technique that focuses on user carelessness while entering sensitive data into a system. In the event that a user’s corporate credentials are stolen, the only really efficient thing is to have a system that analyzes user behavior and reports whenever suspicious actions are detected.
If you want to know in detail how a SOC and UEBA system can help your company defend against social engineering attacks, do not hesitate to contact us, we will be happy to answer any questions.
Estimated reading time: 6 minutes
A logic bomb, also called slug code , is a piece of code inserted into an application, virus or malware that implements a malicious function after a certain time limit or under conditions specifications.
These “bombs” are often used via viruses, worms and Trojans to better manage your time and do maximum damage before you are noticed . They perform actions such as corrupting or altering data, reformatting a hard drive, and deleting important files.
In this article I want to explain what a logic bomb is and offer some suggestions for preventing damage.
What is a logic bomb virus?
A logic bomb is often embedded in a virus or otherwise in an executable file. It consists of malicious code that triggers an attack when specific conditions are met. Conditions can be positive (something that happens) or negative (something that doesn’t happen). In the first case an example is that of opening a program, however, an example of a negative condition is a user who does not log in.
Logic bombs are often installed by someone with high level access, such as a sysadmin. Such a person can wreak havoc by setting these codes on multiple systems and programming them to “explode” simultaneously when a certain event occurs. For example, they could trigger when a certain employee is removed from the salary database, ie when he is fired.
The term slag code refers to manipulated code that makes an otherwise safe program malicious. The logic bomb time versions are the most common ones and use the passage of a certain amount of time as a positive condition.
Whatever the name used, the method of attack is clearly the same: the code remains dormant in the infected software until it is triggered . Common attacks involve data corruption, file deletion and hard drive wiping .
How does it work
How a logic bomb works depends on who designed it. Each logic bomb is unique, which is why they are difficult to track . They are usually customized to be as undetectable as possible. They are often disguised to look like a typical computer virus or embedded in other types of malware such as worms . Worms and viruses are different, but logic bombs don’t care about the distinction – they can cause damage through both.
Is a logic bomb actually malware? Since they are part of other programs, no, but they usually have malicious intent. This is why slag codes are so difficult to detect. Furthermore, being “only” code, potentially insertable anywhere, mitigating the risk is more complicated.
The best thing to do, as an end user who might be involved in a logic bomb attack, is to keep an eye out and ask your company’s IT experts to do the necessary checks if in doubt. The risk is to unintentionally trigger the bomb trying to find it.
Examples of attacks
Logic bombs can subtly change a snippet of code so that it appears technically normal to an automated threat detection system, while it would appear highly suspicious to the human eye. In 2016, a freelance programmer voluntarily caused a recurring spreadsheet malfunction at a subsidiary of the Siemens company. The subsidiary continued to hire him to solve the problem he had caused himself (Source). In this case, the employees did not suspect anything until a lucky coincidence forced the malicious code to come out.
Even companies can use logic bombs to hack their customers . In 2005, Sony was embroiled in a scandal for releasing CDs that triggered a logic bomb when inserted into a computer. The slag code contained on the CDs installed a rootkit that blocked the PC’s ability to copy CDs. (Source)
Another high-profile case occurred in the early 2000s, when a UBS Global employee, angered by a salary dispute, planted a logic bomb that caused more than $ 3 million worth of damage . A clear sign that a very small code snippet can cause a great deal of damage. (Source)
In 2013, a time bomb attack in South Korea wiped out the hard drives of several banks and broadcasting companies. The group responsible for the attack put the time bomb inside a piece of malware that ended up infecting over 32,000 systems . The bombs all exploded together, causing chaos across the country. (Source)
Where did they come from and how to prevent logic bombs
As we have also seen in the examples, logic bombs are typically distributed within a closed network, such as that of a company or branch. One of the likely sources is a disgruntled employee with administrator access , so careful monitoring of staff outbound activities should reveal any suspicious activity . But that’s not all, logic bombs can also be placed in email attachments and suspicious file downloads , so users should be vigilant when choosing which files to download.
As we saw when we talked about phishing and social engineering , the most hackable part of a system are often the users. This is why a preventive campaign is always an excellent choice. Taking care of the staff also means offering specific training through ethical phishing services.
In addition to prevention, it’s good to limit administrative privileges to a select group of employees so that someone is less likely to cause serious damage to your network with a logic bomb. This preventative method also reduces the number of suspects in the event of an attack, making belonging to that specific group of employees in itself a deterrent against internal attacks.
The solution proposed by SOD
Where prevention fails and hackers win, it is the ideal field for implementing advanced monitoring and analysis systems.
SOD offers, for example, a SIEM system in the SOC as a Service solution. The SIEM constantly collects information on what is happening in the network . This information is then enriched with contextual metadata to standardize and manage it better. Already this is capable of triggering alarms if some suspicious events occur. But if this were not enough, the SOC also has a “ User and Entity Behavior Analysis ” (UEBA) tool that analyzes user behavior and, thanks to the interaction of an AI, is able to identify suspicious behavior. .
If you want to know more about the SOC service we offer, or if you have any questions about how SOD can help you keep your business safe, don’t hesitate to contact us. We will be happy to answer any questions.
Estimated reading time: 4 minutes
ransomware gangs have been targeting businesses in recent times, demanding larger payments than they can extort from consumers. The plan was very successful. According to the new data, 70% of the attacked companies paid the ransom to get their data back. Avoiding ransomware is a necessity, these figures implicitly prove it. If such a large number of companies pay, it is because the risk is too great in terms of reputation and collateral economic losses.
Researchers from IBM Security’s X-Force interviewed executives of 600 companies of all sizes and found that organizations affected by ransomware choose to pay in most cases.
Data shows that 20% of compromised organizations paid ransoms of more than $ 40,000 and 25% paid between $ 20,000 and $ 40,000. These numbers are much higher than that. that consumers typically pay, which is usually around $ 500-1,000, depending on the variant of the ransomware.
When targeting businesses, hacking groups aim to paralyze organizations by encrypting financial data , customer databases, sales data and other vital information .
Avoid ransomware – the risks of attacks
In the past year, a number of organizations have been hit by severe ransomware attacks, including hospitals, universities and others. For example, the San Francisco Municipal Transportation Authority was hit by a ransomware attack during the weekend of Thanksgiving, a very important holiday in the US. The attack paralyzed desktops within the agency and forcing officials to shut down the automatic ticket machines. Needless to say, this attack resulted in a huge loss of assets and a ransom demand.
Getting malware into public organizations isn’t as difficult as you might think, and is often done with a single email .
In their attacks on networks, cybercriminals seek out the servers that keep the business running and encrypt critical assets rather than working on enterprise-wide endpoints.
The access point is usually a phishing email with a malicious attachment, sent to the mailbox of a employee . In most cases, the attachment is a Microsoft Office document asking the victim to enable macros . Clicking the macro enable button is often a trivial matter for those uninformed users who just want to get rid of the warning at the top of the document . The malware runs as soon as the user allows the macros to run. The ransomware can also arrive through any other attachment or through exploit kits which facilitate infection without any special action on your part.
The amount of money businesses have paid to get their data back shouldn’t come as a surprise considering the alternative. As is increasingly the case, the attack doesn’t just put key the data until payment of the requested amount. The threat continues with the release of data if you do not agree to pay a second ransom. In the end two ransoms will be paid and in any case there is no certainty that the data will not be disclosed. (It is said double extortion attack).
Many organizations keep these attacks under wraps to avoid public humiliation and loss of customer confidence . Data from the IBM survey shows that 29% of executives in large corporations would pay more than $ 50,000 to retrieve financial data.
Law enforcement, including the FBI, and security experts advise ransomware victims not to pay, for a variety of reasons. First, there is no guarantee for the attacker to deliver the decryption key. Second, the ransomware’s profits help fund other cybercrime operations.
How to defend yourself to avoid ransomware
Phishing remains one of the key methods by which a ransomware attack is attempted. With the recent increase in remote working, it is imperative to reiterate the importance of being careful when opening emails and attachments . If employees are suspicious of something, they should report it.
Organizations should also make sure they have a good patching strategy and apply the latest security updates . This prevents cybercriminals from taking advantage of known vulnerabilities to distribute malware.
Regularly updating backups should be a priority , because if the worst happens and your organization falls victim to a ransomware attack, your network can be restored without paying the ransom.
SOD provides solutions for the situations listed through the SOCaaS service. You can ensure the protection of a Security Operation Center without having to invest in its initial funding .
The system controls the actions of the computers connected to the network using an artificial intelligence. As soon as a suspicious, even legitimate, action is detected, the technicians are alerted who can investigate the nature of the fact . The new generation SIEM systems and behavioral analysis via UEBA , work together to offer 360 ° security.
SOD also provides intelligent anti-ransomware backup systems via Acronis Cyber Protect Cloud . With this tool at your side, business and customer data are safe. Any attack attempt is identified and mitigated immediately, meanwhile, thanks to dynamic backups, the data is immediately restored .
Avoiding ransomware can be relatively easy – just pay attention to every operation you perform on your computers. Unfortunately, sometimes this is not enough. This is the time when having invested in a quality safety system will make a difference.
For questions or requests do not hesitate to contact us, we will be happy to answer your questions and propose a solution tailored to your needs.
Ransomware commonly comes up with an email that tricks users into trusting a malicious file. Many of the most recent data breaches have been completed because a user has been the victim of such an attack in the previous period. Threats such as ransomware, which focus on user compromise, are causing more and more companies to adopt user and entity behavior analysis (UEBA) in their security operations center (SOC). The new functions of the SOC service, including long-term search, are oriented towards the increasing offer of additional tools for the optimal management of corporate security.
We continue to innovate our platform to increase the power of SOC in fighting ransomware and other threats. In our latest release, we have added even more machine-learning and context-aware detection capabilities that enable security analysts to tackle the most sophisticated attacks. Furthermore, the latest updates bring an ever greater ease of use for security architects.
Long-term search for the security analyst
The service introduces a number of innovations to reduce detection and response times for security analysts and threat seekers.
Improved detection of sophisticated threats
– Long-term search helps analysts discover hidden threats by providing a search capability on archived data. The search is scalable and does not affect SIEM performance.
– Analytics Sandbox helps break down false positives by providing an online QA environment to test and validate use cases.
– Persona-based threat chains detect advanced threats more accurately, including the dynamic relationship between users, hosts, IP addresses, and email addresses. Analysts benefit from greater visibility into the progression of an attack. This feature combines suspicious activity from a single user into a single priority alert, instead of separate and unrelated alerts.
– Relative Rarity offers analysts a broader context on how rare an event is compared to all other events in their environment.
– Viewing security alerts using the MITER ATT&CK Threat Framework helps analysts prioritize risk and reduce response times.
Reduction of response times
– Improved case management allows for better management, sharing and investigation of alarms, allowing operators to respond more quickly.
– New EDR integrations improve incident response by providing additional endpoint data from CarbonBlack Defense, Tanium, Symantec DLP and others.
– Better search views improve the analyst experience by reducing detection and response times. They help analysts easily identify compromised accounts, data exfiltration, and associated hotspots.
Why long-term search is so important
With a global dwell time of around 60 days on average, threat hunting continues to be an important part of cybersecurity resilience. However, searching through the data history usually takes a long time.
Many vendors are unable to dynamically scale a quick search through archived data without significant effort. The latest features of our SOCaaS provide this possibility for threat hunters with long-term search on an almost unlimited scale. With long-term research, organizations can reduce the time it takes to investigate and find threats that are already in their environment.
Analysts need to continually query the data to see if there are new threats. For example, an analyst might learn from a trusted source that their industry has been targeted. At this point we need to investigate a new indicator of compromise that has just been discovered to verify if an attacker is already inside.
Through long-term search, SOD’s native SOCaaS SIEM allows threat hunters to be proactive, making historical data research fast and convenient.
By introducing new technologies into our SOC service, we are offering more and more security for our customers.
We take care of your data by verifying not only that it is not safe now, but also that it has not been breached in the past. In case we suspect a new threat, we know how to spot it.
If you have any questions, contact us, we will be happy to answer all your questions.
Classic cyber threat defense tools and systems are rapidly becoming obsolete, and there are ways to overcome them. What remains confidently common among cyber criminals attempting an attack is the intent of the attack itself. Indeed, knowing that there are systems capable of detecting indicators of compromise (IOC), it is natural that competent hackers will try not to leave traces traceable to standards. User and Entity Behavior Analysis (UEBA) offers a more comprehensive way to make sure your business has world-class IT security. At the same time, it helps detect users and entities that could compromise the entire system.
A definition of User Entity Behavior Analytics
User and Entity Behavior Analysis or UEBA, is a type of cybersecurity process that takes note of standard user behavior. In turn, the system detects any abnormal behavior or cases where there are deviations from the “normal” patterns mentioned above. For example, if a particular user regularly downloads 10MB of files every day, and suddenly downloads 1GB, the system would be able to detect this anomaly and immediately alert operators. The behavior may be legitimate, but it’s worth checking out.
The UEBA system uses machine learning, algorithms and statistical analysis to know when there is a deviation from established patterns. Next, it shows which of these anomalies could result in a potential and real threat. Additionally, UEBA can aggregate report and log data, as well as analyze file, stream and packet information.
With a UEBA all users and entities of the system are tracked. In this way the system focuses on insider threats, such as dishonest employees, compromised ones and people who have access to the system and then carry out targeted attacks and fraud attempts, as well as the servers, applications and devices that work inside. of the system.
It is the unfortunate truth that today’s cybersecurity tools are rapidly becoming obsolete. Now the most skilled hackers and cyber criminals are able to bypass the perimeter defenses used by most companies. A few years ago you were sure if you had web gateways, firewalls, and intrusion prevention tools. This is no longer the case in the complex threat landscape, and is especially true for large companies that have proven to have very porous IT perimeters that are also very difficult to manage and supervise.
The key point? Preventive measures are no longer sufficient. Firewalls will not be 100% infallible and attackers will enter the system at one point or another. That’s why detection is just as important: when hackers successfully enter your system, then you need to be able to quickly detect their presence to minimize damage.
How does it work?
The premise of the system is actually very simple. You can easily steal an employee’s username and password, but it is much more difficult to mimic the person’s normal behavior once inside the network.
For example, let’s say you manage to steal John Smith’s password and username. However, it is almost impossible to act exactly like Mario Rossi once inside the system, unless extensive research and preparation is also done in this direction. Therefore, when Mario’s username is logged into the system and his behavior is different than typical, that’s when the UEBA alarms start ringing.
Another related analogy would be the theft of a credit card. A thief can steal your wallet and go to a luxury store and start spending thousands of dollars. But, if the spending pattern on that card is different from that of the thief, the fraud detection department will recognize the anomalous expenses and block suspicious purchases, either by sending you an alert or asking you to verify the authenticity of a transaction. .
What can UEBA do?
UEBA is a very important component of modern IT security and allows you to:
1. Detect insider threats: It is not too far fetched to imagine that an employee, or perhaps a group of employees, could disobey, steal data and information using their login. UEBA can help you detect data breaches, sabotage, abuse of privileges and policy violations by staff.
2. Detect Compromised Accounts: Sometimes, user accounts are compromised. It could be that the user has unintentionally installed malware on his machine, or that sometimes a legitimate account has been forged. UEBA can help eliminate compromised users before they can do any damage.
3. Detect Brute Force Attacks: Hackers sometimes target cloud-based entities as well as third-party authentication systems. With UEBA, you are able to detect brute force attack attempts, allowing you to block access to these entities.
4. Detect permission changes and super user creation: Some attacks involve the use of super users. UEBA allows you to detect when super users are created, or if there are accounts that have been granted unnecessary permissions.
5. Detect Secure Data Breach: If you have secured data, it’s not enough to keep it safe. Know when a user accesses this data if they have no legitimate business reason for doing so.
UEBA and SIEM
Security Information and Event Management, or SIEM, is the use of a complex set of tools and technologies that provides a complete view of the security of your IT system. It leverages event data and information, allowing you to see normal patterns and trends, and to warn of anomalies. UEBA works the same way, only it uses information on user (and entity) behavior to verify what is normal and what is not.
SIEM, however, is based on rules, and competent hackers can easily circumvent or evade these rules. Furthermore, the SIEM rules are designed to immediately detect threats that occur in real time, while the most advanced attacks are usually carried out over months or years. The UEBA, on the other hand, is not based on rules. Instead, it uses risk scoring techniques and advanced algorithms that allow it to detect anomalies over time.
One of the best practices for cybersecurity is to use both SIEM and UEBA to have better security and detection capabilities.
How a UEBA should be used
UEBA was born out of the need to identify the harmful behavior of users and other entities. UEBA tools and processes are not intended to replace legacy monitoring systems, but should instead be used to complement them and improve a company’s overall security. Another great practice is to take advantage of the storage and calculation capabilities of big data, using machine learning and statistical analysis to avoid receiving an avalanche of unnecessary alarms and being overwhelmed by the large volume of data. generated.
UEBA uses machine learning and algorithms to strengthen security by monitoring users and other entities, detecting anomalies in behavior patterns that could be indicative of a threat. By taking a proactive approach to security and gaining greater visibility into user and entity behavior, today’s businesses are able to build stronger security systems and more effectively mitigate threats and prevent breaches.
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