Using Network Pivoting Techniques


Ever wonder how attackers seem to pop up in one place and then suddenly appear somewhere else on the network? It’s not magic; it’s usually something called network pivoting. Think of it like a burglar finding a way into your house and then using that entry point to explore and access other rooms. This article is going to break down how attackers use these network pivoting techniques to move around once they’re inside, and more importantly, how we can stop them. It’s a pretty big deal in the cybersecurity world, so let’s get into it.

Key Takeaways

  • Network pivoting is how attackers move from one compromised system to others within a network, expanding their reach after initial access.
  • Attackers often gain initial access through weak points like unpatched software, stolen passwords, or phishing scams.
  • Common pivoting methods involve abusing legitimate tools like Remote Desktop, stealing credentials (like Pass-the-Hash), and exploiting trust between systems.
  • Defending against these techniques requires strong network segmentation, strict access controls (least privilege), and robust identity management.
  • Continuous monitoring for unusual activity and having a solid incident response plan are vital for detecting and recovering from pivoting attacks.

Understanding Network Pivoting Techniques for Attackers

A man sitting in front of three computer monitors

Defining Network Pivoting in Cybersecurity

Network pivoting is essentially an attacker’s way of using a compromised system as a stepping stone to reach other systems within a network. Think of it like finding a way into a building through a less secure entrance, and then using that access to move deeper inside, perhaps to areas that are normally locked down. It’s all about expanding reach from an initial point of compromise. Attackers don’t usually stop at the first machine they get into; they want to explore, find valuable data, or gain control over more critical systems. This movement from one compromised host to others is what we call pivoting.

The Role of Network Pivoting in Attacker Strategies

For attackers, pivoting is a core part of their playbook, especially in targeted attacks. Once they’ve gained initial access, often through a vulnerability or a phishing email, they need to move around. This is where pivoting comes in. It allows them to bypass network segmentation, hop over firewalls, and get closer to their ultimate objectives. Without pivoting, an attacker might be stuck on a single, low-value machine. With it, they can potentially access sensitive servers, domain controllers, or databases. It’s a technique that helps them achieve persistence and move towards data exfiltration or disruption.

Common Motivations Behind Attacker Network Pivoting

Why do attackers bother with pivoting? Several reasons drive this behavior:

  • Accessing High-Value Assets: The primary goal is often to reach systems that hold critical data, intellectual property, or financial information. These systems are usually better protected, so pivoting is necessary to get to them.
  • Establishing Persistence: By moving to different systems and potentially gaining administrative control, attackers can ensure they maintain access even if their initial entry point is discovered and closed.
  • Lateral Movement and Network Expansion: Attackers want to understand the full scope of the network. Pivoting allows them to map out the internal infrastructure, identify other vulnerabilities, and expand their control.
  • Disruption and Sabotage: In some cases, the goal might be to cause widespread damage, and pivoting is a way to spread ransomware or destructive malware across multiple systems.

Attackers often look for trust relationships between systems. If one server trusts another, an attacker can exploit that trust to move between them, making it harder for security tools to flag the activity as suspicious. This is a common tactic that relies on how networks are designed and configured.

Initial Access Vectors for Network Pivoting

Before an attacker can even think about pivoting, they need a way in. This initial entry point is absolutely critical, and attackers have gotten pretty good at finding the weakest link. It’s not always about some super-complex hack; often, it’s much simpler.

Exploiting Exposed Services and Unpatched Systems

Think of your network like a house. If you leave a window unlocked or a door ajar, anyone can just walk in. Attackers look for these "open windows" in the form of services that are accessible from the internet but aren’t properly secured or updated. These could be web servers, databases, or even older applications that haven’t seen a patch in years. These vulnerabilities are like a gaping hole in your defenses. It’s surprising how many organizations still have systems out there with known flaws that have been publicly documented for ages. It’s a prime target for automated scans that are constantly looking for these easy entry points. Keeping systems patched and minimizing what’s exposed to the public internet is a huge part of preventing this kind of access. You can find more on common entry points in this overview of attack vectors.

Credential Harvesting and Reuse

This is a big one. Attackers know that people often reuse passwords across different accounts. So, if they can get their hands on a list of usernames and passwords from one data breach, they’ll try those same credentials on other systems. This is called credential stuffing or reuse. They might also try to "harvest" credentials directly from a compromised system, looking for saved passwords or trying techniques like Pass-the-Hash. It’s a bit like finding a master key that works on multiple locks. Even if they only get one set of valid credentials, it can be enough to get them inside.

Phishing and Social Engineering Tactics

This is the classic "human element" attack. Phishing emails, fake login pages, or even urgent phone calls designed to trick people into giving up their login details or clicking a malicious link are incredibly effective. Attackers prey on urgency, fear, or even just helpfulness. They might impersonate a trusted colleague, a vendor, or even IT support. The goal is to get you to willingly hand over the keys to the kingdom. These attacks don’t require deep technical knowledge of your network’s infrastructure; they just need to exploit human psychology. It’s a constant battle to train users to spot these attempts, but it remains a primary way attackers gain that initial foothold.

Attackers are always looking for the path of least resistance. Whether it’s a forgotten open port, a weak password, or a user who clicks on a suspicious link, these initial access points are the foundation for any further malicious activity within a network.

Core Network Pivoting Techniques Employed by Attackers

Once attackers get a foothold inside a network, they don’t just stop. They need to move around, find what they’re looking for, and get to more valuable systems. This is where core network pivoting techniques come into play. It’s all about using that initial access to jump to other machines and expand their reach.

Pass-the-Hash and Credential Dumping

This is a pretty common move. Attackers will try to grab password hashes or even plain text passwords from a compromised system. Tools like Mimikatz are famous for this. Once they have these credentials, they can use them to log into other systems without needing to crack them. It’s like finding a master key. This technique bypasses the need for traditional password cracking.

  • Credential Dumping: Extracting password hashes or cleartext passwords from memory or storage.
  • Pass-the-Hash (PtH): Using stolen NTLM hashes to authenticate to other systems without knowing the actual password.
  • Pass-the-Ticket (PtT): Similar to PtH, but uses Kerberos tickets for authentication.

Remote Desktop Protocol Abuse

If an attacker can get credentials for a system that has Remote Desktop Protocol (RDP) enabled and accessible, they can often log in directly. This gives them a full graphical interface to the remote machine, making it much easier to explore and find more information. It’s a very direct way to move from one machine to another. Attackers often look for RDP ports open to the internal network. Exploiting exposed services is a common way they find these opportunities.

Exploiting Trust Relationships and Directory Services

Networks often have built-in trust relationships, especially within Active Directory environments. Attackers can exploit these. For example, if they compromise an account with administrative privileges in one part of the domain, they might be able to use that to gain control over other parts. Directory services like Active Directory store a lot of information about users, groups, and computers, making them a prime target for attackers looking to understand the network structure and find ways to move around. They might abuse group policies or service accounts to gain further access.

Understanding these core techniques is vital for defenders. It’s not just about stopping the initial breach, but about anticipating how an attacker will try to move after they get in. This requires looking at internal network traffic and user behavior, not just perimeter defenses.

Lateral Movement and Network Expansion Strategies

Once an attacker gets a foothold in a network, they don’t usually stop there. The next logical step is to move around, find more valuable targets, and basically spread out. This is what we call lateral movement and network expansion. It’s like a burglar not just breaking into one room, but systematically checking every other room in the house for more valuables.

Privilege Escalation After Initial Access

Getting into a system is one thing, but often that initial access is with limited permissions. To do more damage or access sensitive data, attackers need higher privileges. They look for ways to escalate their access, maybe by exploiting a vulnerability in a service running with elevated rights or by finding misconfigured permissions that allow them to gain administrative control. This is a really common step because it opens up a lot more doors.

Utilizing Legitimate System Tools for Stealth

Attackers are pretty clever about not wanting to be detected. Instead of dropping custom malware, which is often flagged by security software, they frequently use tools that are already built into the operating system. Think about things like PowerShell, PsExec, or even Windows Management Instrumentation (WMI). These are legitimate tools that system administrators use every day, so their activity can blend in much more easily. It’s a tactic often referred to as ‘living off the land,’ and it makes spotting malicious activity a lot harder.

Abuse of Network Protocols and Services

Networks themselves have built-in ways for systems to talk to each other. Attackers can abuse these protocols and services to move around. For example, they might use Remote Desktop Protocol (RDP) if it’s exposed, or exploit trust relationships between different servers or domains. Sometimes, they’ll even abuse things like Server Message Block (SMB) file sharing to spread malware or access credentials. Understanding how these services are configured and used is key to preventing their misuse. Effective network segmentation can really limit how far these abuses can go.

Advanced Attacker Methodologies in Network Pivoting

Living Off the Land Tactics

Attackers are getting smarter, and one way they do this is by using tools that are already on your systems. This is called ‘living off the land.’ Instead of bringing in their own malware, they use legitimate programs and scripts that are part of Windows or other operating systems. Think PowerShell, WMI, or even built-in command-line tools. It’s like a burglar using your own tools to break in – much harder to spot because the activity looks normal. This approach helps them stay hidden for longer, making detection a real challenge. They might use these tools to gather information, move around the network, or even download more malicious code. It really blurs the line between normal system administration and malicious activity.

Exploit Chaining for Enhanced Effectiveness

Sometimes, a single vulnerability isn’t enough. Attackers often chain together multiple exploits, one after another, to achieve their goals. They might first exploit a weakness to gain initial access, then use another exploit to escalate privileges on that system, and then pivot to another machine using a different technique. It’s like building a Rube Goldberg machine of destruction. Each step might be relatively minor on its own, but together, they can lead to a full system compromise. This requires a good understanding of the target environment and a methodical approach to attack. The success of one exploit often depends on the successful execution of the previous one, making the entire chain quite potent.

Supply Chain and Dependency Attacks

This is a really sneaky one. Instead of attacking you directly, attackers go after one of your trusted suppliers or software providers. They might compromise a software update, a third-party library, or even a managed service provider. When that trusted entity sends out its update or service, it unknowingly carries the attacker’s payload to all its customers. It’s a way to hit many targets at once by exploiting the trust you place in your vendors. For example, a compromised update for a common piece of software could give attackers access to thousands of networks. This is why it’s so important to vet your suppliers and understand the security practices of everyone in your supply chain. It’s a growing concern in the cybersecurity world, and something organizations need to pay close attention to. You can find more information on supply chain attacks and how they work.

Defending Against Network Pivoting Attacker Techniques

So, attackers are getting pretty good at moving around inside a network once they get in, right? It’s like they’ve found a secret passage and are now exploring the whole house. The good news is, we’re not totally defenseless. There are some solid strategies we can put in place to make their lives much harder.

Network Segmentation and Microsegmentation

Think of your network like a building. If there’s a fire in one room, you want to contain it so it doesn’t spread everywhere. That’s basically what network segmentation does. It breaks your network into smaller, isolated zones. If an attacker gets into one zone, they can’t just waltz into another. Microsegmentation takes this even further, creating very small perimeters around individual workloads or applications. This makes it incredibly difficult for attackers to move laterally. It’s about limiting the blast radius, so to speak.

Implementing Zero Trust Architectures

This is a big one. The old way of thinking was ‘trust but verify’ once someone was inside the network. Zero Trust flips that: it’s ‘never trust, always verify.’ Every single access request, no matter where it comes from or who it’s from, needs to be authenticated and authorized. It doesn’t matter if the request is from inside your network or outside. This approach significantly cuts down on the ability for attackers to pivot, because they’re constantly being challenged for access. It’s a more modern way to approach security, especially with how networks are set up today, with cloud services and remote workers all over the place. Building effective security requires continuous adaptation, and Zero Trust is a big part of that understanding these evolving threats.

Least Privilege and Access Minimization

This is pretty straightforward: people and systems should only have access to exactly what they need to do their job, and nothing more. If an account doesn’t need access to sensitive financial data, it shouldn’t have it. If a server doesn’t need to talk to the HR database, block that communication. When you limit privileges, you limit what an attacker can do if they compromise an account or system. It’s like giving someone a key to just one room instead of the whole building. This applies to everything from user accounts to service accounts and even network device access.

Attackers often look for the path of least resistance. By strictly enforcing least privilege, we remove many of those easy paths they’d otherwise exploit to move around.

Here’s a quick rundown of how to apply this:

  • User Accounts: Regularly review user permissions. Remove access that’s no longer needed.
  • Service Accounts: These often have broad permissions. Minimize their access to only what’s required for the service to function.
  • Administrative Access: This should be highly restricted, monitored, and ideally, use just-in-time (JIT) provisioning so elevated access is temporary.
  • Network Access: Use firewalls and access control lists (ACLs) to restrict traffic flow between network segments and systems based on need.

By combining these strategies – segmentation, Zero Trust, and least privilege – you create a much more robust defense against attackers trying to pivot and move through your network.

Identity and Access Management Controls

a screenshot of a computer

When attackers get into a network, one of their first goals is often to get more access. They look for ways to move around and gain higher privileges. This is where strong Identity and Access Management (IAM) comes into play. It’s like having a really strict bouncer at every door, not just the front entrance.

Strengthening Authentication Mechanisms

This is all about making sure people are who they say they are. Passwords alone just aren’t enough anymore. We’re talking about multi-factor authentication (MFA) here. It means you need more than just your password to get in – maybe a code from your phone, a fingerprint, or a special key. This makes it much harder for attackers who steal passwords to get into accounts. It’s a foundational step for any security program, really. We need to make sure that only authorized users can even start the process of accessing systems.

Session Management and Token Validation

Once someone is in, IAM also manages how long they can stay and what they can do during that time. This involves things like session timeouts – if you walk away from your computer, your access gets cut off automatically. Token validation is also key; it’s like checking the ticket at each stage of a journey to make sure it’s still valid. If a session or token looks suspicious, it gets shut down. This helps prevent attackers from hijacking active sessions.

Continuous Monitoring of Identity Systems

IAM isn’t a set-it-and-forget-it kind of thing. We need to watch what’s happening with identities all the time. This means looking for unusual login times, access from strange locations, or attempts to access resources that a user normally wouldn’t. Tools that analyze user behavior can spot these anomalies. Constant vigilance over identity systems is critical for detecting and stopping attackers early. This kind of monitoring helps catch things like compromised accounts before they can be used for widespread damage, like moving through the network using stolen credentials.

Detection and Monitoring for Attacker Activity

Keeping an eye on your network and systems is super important if you want to catch attackers before they do too much damage. It’s not just about having security tools; it’s about actively watching what’s happening. Think of it like having security cameras all over your house, but also someone actually watching the monitors.

Monitoring Internal Network Traffic Anomalies

Attackers often move around inside your network after they get in. This is called lateral movement, and it’s where they try to find valuable stuff or get more access. Watching for weird traffic patterns on your internal network can help spot this. Are there unusual connections between servers that normally don’t talk? Is a lot of data suddenly moving from a workstation to a server it never interacts with? These kinds of deviations from normal behavior are red flags. Tools that analyze network traffic can flag these anomalies, giving you a heads-up.

Endpoint Behavior Analytics

Your computers and servers (endpoints) are prime targets. Monitoring what they’re doing is key. Instead of just looking for known viruses, endpoint behavior analytics looks at the actions a program or user is taking. Is a program suddenly trying to access sensitive files it never touched before? Is a user account running commands it normally wouldn’t? These tools help detect suspicious activity that might otherwise go unnoticed, especially if attackers are using legitimate system tools to hide their tracks. This kind of monitoring is really helpful for spotting things like dropper malware that tries to bypass security by exploiting system vulnerabilities. Endpoint detection and response platforms are great for this.

Unusual Authentication Pattern Detection

How people and systems log in is a big area for attackers. If an attacker steals credentials, they’ll try to use them. Detecting unusual login patterns is a strong defense. This includes things like:

  • Logins happening at odd hours (like 3 AM when no one should be working).
  • Multiple failed login attempts followed by a success from the same account.
  • Logins coming from locations that are geographically impossible for the legitimate user.
  • An account suddenly accessing resources it never used before.

These kinds of anomalies can point to a compromised account. It’s all about establishing a baseline of normal activity and then flagging anything that significantly deviates from it. Continuous monitoring of security controls, especially around identity and access, is vital for catching these threats.

Detecting attacker activity isn’t a set-it-and-forget-it task. It requires ongoing attention, tuning of tools, and a good understanding of what ‘normal’ looks like in your environment. Without this vigilance, attackers can remain hidden for a long time, causing significant damage.

Incident Response and Recovery from Network Pivoting

When attackers pivot through your network, it means they’ve already gotten past your initial defenses and are now moving around inside. Dealing with this requires a structured approach to get things back to normal and stop it from happening again. It’s not just about cleaning up the mess; it’s about understanding how they got in and making sure they can’t do it again.

Isolating Affected Systems and Network Segments

The very first thing you need to do is stop the bleeding. This means cutting off the compromised systems from the rest of your network. Think of it like quarantining a sick patient to prevent the spread of disease. You might physically disconnect machines, disable network ports, or use firewall rules to block all traffic to and from the affected areas. The goal is to contain the attacker’s movement and prevent further damage or data exfiltration. This step is critical for limiting the scope of the incident.

Resetting Credentials and Strengthening Access Controls

If an attacker has pivoted, they’ve likely compromised credentials or found ways to bypass access controls. This means you need to assume that any credentials used on or seen by compromised systems are no longer safe. A thorough credential reset is necessary, starting with administrative accounts and then moving to user accounts. Beyond just resetting passwords, you should review and strengthen your access control policies. This could involve implementing multi-factor authentication more broadly, reviewing user permissions to ensure they follow the principle of least privilege, and revoking any unnecessary access.

Eradicating Attacker Persistence Mechanisms

Attackers don’t usually set up shop and leave. They try to ensure they can get back in even if their initial entry point is discovered. This is called persistence. They might set up scheduled tasks, create new user accounts, modify system configurations, or install backdoors. Your incident response team needs to meticulously hunt for and remove all these persistence mechanisms. This often involves deep system analysis and sometimes requires specialized tools to detect hidden changes. Without fully eradicating these, the attacker could regain access shortly after you think you’ve cleaned up. Effective detection and response is key here.

Tools and Technologies for Network Security

When we talk about keeping networks safe from attackers trying to pivot, it’s not just about having a good firewall. You need a whole toolkit. Think of it like building a secure house; you need strong doors, good locks, maybe an alarm system, and cameras. In the digital world, these tools work together to spot trouble and stop it before it gets out of hand.

Network Detection and Response Platforms

These platforms are pretty neat. They’re designed to watch what’s happening on your network in real-time. They look for weird patterns, like a computer suddenly trying to access a bunch of servers it never talked to before, or a user account acting strangely. If they spot something off, they can alert you or even take action automatically. This is super important for catching attackers who are trying to move around after they’ve gotten in. They help make sure you’re not just guessing about security; you’re actually seeing what’s going on. It’s all about getting a clear picture of your network’s activity, which is key to spotting those sneaky moves. These systems can help you understand network traffic anomalies and react quickly.

Identity Monitoring and Management Tools

Attackers often go after user accounts because it’s an easy way to pretend they’re someone else. That’s where identity monitoring and management tools come in. They keep an eye on who’s logging in, when, and from where. They can spot things like someone trying to log in with a stolen password or using an account at an unusual time. These tools also help manage who has access to what in the first place, making sure people only have the permissions they absolutely need. This ties into the idea of least privilege, which is a big deal in preventing attackers from getting too far if they do manage to compromise an account. It’s about making sure the right people have access to the right things, and nobody else does.

Security Information and Event Management (SIEM) Systems

SIEM systems are like the central hub for all your security alerts and logs. They pull in data from all sorts of places – firewalls, servers, applications, and those network detection platforms we just talked about. Then, they crunch all that data to find connections and patterns that might indicate a security incident. It’s a lot of information, but SIEMs are built to sort through it and highlight what’s important. They help security teams see the bigger picture and connect the dots between different events. This can be really helpful when trying to figure out how an attacker moved through the network. Having a good SIEM means you’re not just collecting logs; you’re actually making sense of them to improve your security posture.

Best Practices to Mitigate Network Pivoting Risks

So, you’ve heard about network pivoting and how attackers use it to move around inside a network after they get in. It sounds pretty scary, right? The good news is, there are definitely ways to make it much harder for them. It’s not about one magic bullet, but more about building a strong, layered defense.

Continuous Security Monitoring

Think of this as always having your eyes open. You can’t stop what you don’t see. This means keeping a close watch on what’s happening inside your network, not just at the edges. Look for unusual traffic patterns, strange login attempts, or systems suddenly talking to each other in ways they normally don’t. It’s like listening for unusual noises in your house – it might be nothing, but it’s better to check.

  • Monitor internal network traffic for anomalies. This is key because pivoting happens after initial access. If you only watch the front door, you’ll miss the intruder already inside.
  • Analyze endpoint behavior. What are your computers and servers actually doing? Are they running unexpected processes or trying to access resources they shouldn’t?
  • Watch for unusual authentication patterns. Multiple failed logins, logins from strange locations, or accounts suddenly being used at odd hours are all red flags.

Continuous monitoring helps you catch attackers in the act, or at least much earlier in their progression, significantly reducing the potential damage they can cause.

Strict Internal Access Controls

This is where we get serious about who can go where and do what inside the network. It’s not enough to just secure the perimeter. You need to treat your internal network like a series of smaller, protected zones. This is where concepts like least privilege and network segmentation come into play. Basically, nobody gets access to anything they don’t absolutely need for their job.

  • Implement network segmentation. Divide your network into smaller, isolated segments. If one segment is compromised, the attacker can’t easily jump to others. Think of it like bulkheads on a ship – if one compartment floods, the whole ship doesn’t sink.
  • Enforce the principle of least privilege. Users and systems should only have the minimum permissions necessary to perform their tasks. This limits what an attacker can do even if they compromise an account.
  • Manage trust relationships carefully. Be very cautious about implicit trust between different parts of your network or between different systems. Every connection should be verified.

Regular Network Assessments and Penetration Testing

Even with the best controls, it’s smart to have someone try to break in. This isn’t about finding fault; it’s about finding weaknesses before the bad guys do. Regular assessments and penetration tests simulate real-world attacks to see how your defenses hold up, especially against techniques like pivoting. It’s like having a fire drill to make sure your emergency plan actually works.

  • Conduct periodic vulnerability scans. Find and fix known weaknesses in your systems and software. This is a basic but vital step.
  • Perform penetration testing. Hire ethical hackers to actively try and breach your network, focusing on lateral movement and pivoting techniques.
  • Review access controls and configurations. Regularly audit who has access to what and ensure your network devices are configured securely. This is where Identity and Access Management tools are really helpful.

By combining these practices, you create a much tougher environment for attackers trying to pivot and move around your network undetected. It’s an ongoing effort, but it’s well worth it.

Wrapping Up Network Pivoting

So, we’ve gone over how attackers can jump from one system to another, which is basically network pivoting. It’s a big deal because it lets them spread out after they get a first foothold. Things like weak passwords, shared logins, or just not splitting up the network properly make it easier for them. This can lead to all sorts of bad stuff, from stealing data to taking over entire systems. Remember, keeping your network segmented, using strong passwords, and watching out for weird activity are your best defenses. It’s not a one-and-done thing; you’ve got to keep an eye on things and adjust your security as needed. By understanding these moves, you’re better equipped to spot them and stop them before they cause real damage.

Frequently Asked Questions

What exactly is network pivoting?

Imagine a hacker gets into one computer in a building. Network pivoting is like them using that computer as a secret doorway to get into other computers and systems on the same network, moving from one place to another without being easily seen.

Why do hackers use network pivoting?

Hackers pivot to find more valuable information or systems, like servers with sensitive data or control systems. It helps them move deeper into a network after their initial break-in, kind of like exploring a house after getting through the front door.

How do hackers first get into a network to start pivoting?

They often find weak spots. This could be an old computer system that hasn’t been updated, a service that’s open to the internet, or tricking someone into giving them login details through fake emails (phishing).

What are some common ways hackers move around inside a network?

They might steal login information from one computer to use on another (like Pass-the-Hash), take over remote control tools, or use the trust that different computer systems have between each other to gain access.

What is ‘Living Off the Land’ in hacking?

This means hackers use normal tools that are already on the computer system, like Windows tools, to do their bad deeds. It makes them harder to spot because they aren’t bringing in strange, new software.

How can businesses stop hackers from pivoting around their network?

A great way is to divide the network into smaller, separate zones (segmentation). Also, making sure people only have access to what they absolutely need (least privilege) and treating every connection as if it might be dangerous (Zero Trust) helps a lot.

What should a company do if they think a hacker is pivoting on their network?

First, they need to quickly lock down the affected computers and parts of the network to stop the hacker from moving further. Then, they must change all the passwords, remove any hidden backdoors the hacker left, and figure out how the hacker got in to prevent it from happening again.

Are there special tools to help stop network pivoting?

Yes, there are tools that watch network traffic for weird activity, keep an eye on who is logging in and when, and systems that collect and analyze security alerts from everywhere. These help spot hackers trying to move around.

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