Threat Intelligence: How to Predict Cyber Attacks
Threat intelligence helps you predict cyber attacks: how to spot early warning signs, sources, and steps to roll it out in your company in B
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EDR, XDR and SIEM are three related but distinct technologies for detecting attacks. EDR protects individual devices (endpoints) and stops threats there, SIEM collects and correlates logs from across your entire IT environment for detection and compliance, while XDR connects multiple data sources (endpoints, network, email, cloud) into a single picture of an attack. Put simply: EDR watches the device, SIEM watches the logs, and XDR brings everything together into one story.
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If you run IT for a company in Mostar, Sarajevo or anywhere in the region, you have almost certainly heard all three terms, often from a vendor who uses them as synonyms. They are not synonyms. Understanding the difference between EDR, XDR and SIEM technologies directly affects how much you will pay, how many people you need and whether you will notice an attack at all. In this article we explain each technology simply but accurately, and show how they fit into the real-world defence of a small or medium-sized business.
EDR is a technology installed as an agent (a small program) on every device you want to protect: workstations, laptops and servers. Unlike classic antivirus, which recognises known viruses by their signature, EDR continuously records what is happening on the device: which processes are launched, which files are changed, which network connections are opened and which commands are executed in PowerShell or the terminal.
This visibility allows EDR to recognise an attacker's behaviour even when the malware has no known signature. For example: an employee opens an attachment, the document quietly launches a PowerShell script that downloads additional code and tries to spread to other computers. Antivirus might miss this, but EDR sees the unusual chain of processes, flags it and can automatically isolate the device from the network before the attack spreads.
SIEM is a central system that collects logs (records of events) from across your entire IT environment: firewalls, servers, network switches, Active Directory, applications, the VPN and even EDR itself. It normalises all those records into a common format, stores them and runs correlation rules that look for suspicious patterns.
The key word is correlation. An individual event is often not suspicious. But if SIEM sees ten failed logins across multiple accounts, then a successful login outside working hours, followed by access to a file server from that same account, that is a pattern pointing to compromised credentials. SIEM connects events that individual tools see in isolation.
Another important reason for SIEM is compliance. Standards such as ISO 27001 expect you to retain and review security records. SIEM centralises logs, keeps them for a defined period and makes them searchable when you need to investigate an incident or demonstrate an audit trail.
Companies often underestimate one thing: SIEM is only as good as the rules and the people monitoring it. A raw SIEM without tuned correlation rules and without an analyst who responds to alerts becomes an expensive log warehouse. The cost includes the licence (often based on data volume), the setup, rule maintenance and, most importantly, the people watching the output 24/7.
XDR is a newer approach that connects multiple detection sources, from endpoints, the network and email to identity and the cloud, into a single integrated platform. Instead of an analyst jumping between five consoles and manually piecing together the evidence, XDR automatically correlates signals from all those sources and presents the complete incident as one story: this is how the attack got in, this is how it moved, this is what it touched.
The difference compared with SIEM lies in focus and approach. SIEM is broad and flexible, accepting logs from almost anything, but it requires you to build the rules and the context. XDR is narrower and more deeply integrated, because the vendor connects the sources in advance and delivers ready-made detection logic along with the ability to respond automatically across the entire chain, not just on the endpoint.
Marketing often presents XDR as a replacement for SIEM. In practice they frequently complement each other: XDR provides fast, integrated detection and response across the main attack vectors, while SIEM remains for broad log collection, custom sources and compliance requirements. For many businesses in the region the answer is not EDR or XDR or SIEM, but a sensible combination depending on size, risk and budget.
The easiest way to understand the difference between EDR, XDR and SIEM is through a concrete, realistic scenario. Imagine a phishing attack on an accountant at a medium-sized company in Mostar.
The lesson: the same attack is caught by different technologies in different places and at different moments. That is why the question is rarely which technology is best, but how many layers you cover and who responds when an alert appears.
| Criterion | EDR | SIEM | XDR |
|---|---|---|---|
| Main focus | Individual devices (endpoints) | Logs from the entire environment | Multiple connected sources as a whole |
| Data source | Agent on the device | Logs from all systems | Endpoint, network, email, cloud, identity |
| Main strength | Deep visibility and response on the device | Correlation and compliance | Integrated detection across vectors |
| Automated response | Yes, on the endpoint | Limited, with additional tools | Yes, across multiple sources |
| Typical setup complexity | Lower | Higher | Medium, depends on the vendor |
| Does it need a team to monitor it | Yes | Yes | Yes |
The most common mistake is not choosing the wrong tool, but buying a tool without a team to use it. All three systems generate alerts that someone has to interpret and respond to, ideally around the clock. Without that, even the most expensive platform becomes an expensive light that blinks while no one is watching.
As a rough guide, for companies in BiH and the region:
Whatever the technology, the first step is to understand where your real weaknesses are. A controlled penetration test and security assessment will show which attacks your current defences miss, and only then does it make sense to choose between EDR, XDR and SIEM solutions. If you are not sure where you stand, a short assessment questionnaire is a good starting point.
This is precisely why most small and medium-sized companies do not just buy a tool, but a managed detection and response service. In this model an external Security Operations Center (SOC) sets up and maintains the EDR, XDR or SIEM, monitors alerts 24/7 and responds to incidents in place of your internal team. For organisations that do not have their own team of security analysts, this is often the only realistic way to make the technology actually work. NeoBit delivers this approach through Guardian 360 SOC. If you would like to assess what suits you, get in touch for an independent recommendation.
In practice we rarely see companies fail on the choice of vendor. They fail on the way they roll it out. Here are the mistakes that recur most often:
All of these mistakes have the same solution: treat EDR, XDR and SIEM as part of a process, not as a box you switch on and forget. Technology is a tool, and defence is a combination of tools, people and tested procedures.
Not necessarily. XDR and SIEM often complement each other. XDR provides fast, integrated detection and response across the main attack vectors (endpoint, network, email, cloud), while SIEM covers broad log collection, custom sources and compliance requirements such as ISO 27001. Many organisations use both.
Modern EDR usually includes classic malware protection as well, so a separate antivirus is often unnecessary because EDR builds on it with behaviour-based detection and the ability to respond. It is important to check that your EDR solution covers basic prevention, not just detection.
Yes. Smaller companies rarely build their own SOC, but through a managed detection (MDR) model they get EDR, XDR or SIEM as a service, with setup, 24/7 monitoring and incident response provided by an external team. This delivers a level of protection that is otherwise available only to large organisations.
The team. All three technologies generate alerts that someone has to interpret and respond to. A tool without an analyst monitoring it provides a false sense of security. That is why the recommendation is to first ensure there is someone to respond to alerts, and only then to choose and expand the technology.
Related guides: Cyber security in BiH - the complete guide · What is a SOC (Security Operations Center) and do you need one? · What is MDR (Managed Detection and Response) and who needs it?
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