Cybersecurity

How CloudGuard AI Prevents Account Takeover [Examples]

Table of Contents

Youโ€™re working late, trying to get through your inbox. You receive an email from what looks like a trusted source, maybe your boss, maybe a vendor, and it asks you to click a link to log in to your company account.

You click it without thinking, and just like that, youโ€™ve been compromised.

Account takeover happens more often than you think, and itโ€™s not just an email that can get you into trouble.

Attackers have a whole playbook of steps they follow to steal your credentials and hijack your accounts.

Letโ€™s break it down and see how these attacks unfold, and how CloudGuard AI stop them in their tracks.

What is Account Takeover?

Account takeover (ATO) is a tactic used by cybercriminals where they gain unauthorised access to a userโ€™s account, often using stolen credentials or exploiting weak passwords. Once theyโ€™re in, attackers can do anything: from leaking sensitive data to sending phishing emails or even locking you out of your own account.

Step 1: The targeted research โ€“ picking the right victim

Account takeovers often start with research. Instead of sending random phishing emails, attackers will zero in on a specific company or person. They might start with social media profiles or company websites, looking for details that can help them build a profile.

They know that financial services,ย manufacturing or legal companies are prime targets. Why? Financial data and intellectual property are goldmines for cybercriminals.

Step 2: Finding the personal account

Once the attackers have the targetโ€™s details, they donโ€™t go for the corporate account right away. Instead, they often target personal accounts, like Gmail, because these are less protected than your work accounts. They might find this info through a simple Google search or a LinkedIn profile.

From there, theyโ€™ll check if your personal email has been involved in any data breaches. If your credentials have been leaked before, theyโ€™ll try them on your work accounts. If your password is weak or reused, they might even guess it with a few variations (adding โ€œ123โ€ at the end, for example).

Step 3: The breach โ€“ getting inside the account

Once the attackers crack the password, theyโ€™re in. Thatโ€™s when the real damage starts. Depending on the account theyโ€™ve taken over, they might:

  • Leak sensitive data (like customer information or intellectual property)
  • Send phishing emails to colleagues and clients (business email compromise)
  • Spread malware across the network
  • Change login credentials to lock you out completely

If itโ€™s a privileged account (like admin access), the damage is even worse. They can gain control of internal systems and spread across the company.

Step 4: How CloudGuard AI steps in

So, how do we stop this attack before it can wreak havoc?

  1. Detecting Brute Force & Password Spray Attacks
    CloudGuard AI watches for unusual login activity. If an attacker tries several passwords in a short time (a brute force attack), our system flags it instantly. We donโ€™t rely on just static lists, behavioural analytics help us detect deviations from normal login patterns.
  2. Spotting Unfamiliar Logins
    Attackers often use VPNs or proxies to hide their location. We can identify this and immediately flag any login attempt coming from an unfamiliar source, whether itโ€™s a new IP address, strange device, or unexpected time.
  3. Real-Time Alerts and Investigation
    Once an unusual login is detected, we don’t just stop there. We immediately investigate the IPโ€™s reputation using enterprise-grade threat intelligence platforms, looking at the history of the IP and how often itโ€™s been linked to malicious activity.
  4. Taking Action: Locking Down the Account
    If the login attempt is suspicious, we disable the account, force a password reset, and revoke active sessions across all devices. This cuts the attacker off and protects the rest of the network.
  5. Post-Incident Analysis
    If the attack was successful, we dig deeper. We review the activities of the compromised account: Did they send phishing emails? Download sensitive documents? We clean up the mess before the attacker can do real damage.

Why this attack matters (And why you should care)

Account takeovers are a growing threat, and theyโ€™re not just limited to big companies. Cybercriminals target SMEs, too. And if theyโ€™re only relying on traditional antivirus software, theyโ€™re leaving themselves wide open to these kinds of attacks.

But with CloudGuardโ€™s 24/7 protection, we can catch these threats before they escalate. Whether itโ€™s through behavioural analysis, anomaly detection, or real-time threat intelligence, weโ€™re ready to stop account takeovers in their tracks.

Other real-world examples of account takeover attacks

These attacks are happening right now. Here’s a recent incident:

  • May 2025 โ€“ Retail giant Marks & Spencer fell victim to a cyberattack after threat actors used social engineering to impersonate employees and trick the IT help desk into resetting internal account passwords. This account takeover enabled access to the companyโ€™s Active Directory and led to the deployment of ransomware, disrupting operations and exposing customer data. (Source: The Times)
Email from M&S during hack
Picture: M&S

How to protect your accounts

To prevent account takeover, follow these steps:

  1. Enforce Strong Password Policies: Require employees to use long, complex, unique passwords for every account.
  2. Enable Multi-Factor Authentication (MFA): MFA adds an extra layer of security, even if the password is compromised. However, not all MFA is created equal, and can be bypassed, so keep this in mind.
  3. Monitor for Unusual Login Activity: Watch for unusual locations, IP addresses, or devices attempting to log in to your accounts.
  4. Deploy Advanced Threat Protection: Traditional antivirus wonโ€™t cut it. You need a solution that looks for behavioural anomalies and patterns of suspicious activity.

But most importantly, you need a security team that can catch and respond to these attacks quickly, before they get out of hand. If you’d like no obligation, confidential consultation with one of our experts, contact us here and we’ll be in touch.

Author: Atif Chaudry
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Author: Atif Chaudry
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