Cybersecurity researchers have identified a growing trend in phishing attacks leveraging QR codes, a tactic known as “quishing.”
These attacks exploit the widespread use of smartphones to deceive users into exposing sensitive credentials, particularly targeting Microsoft accounts.
According to recent findings, attackers are embedding malicious URLs within QR codes to bypass traditional security measures and redirect victims to phishing sites.
Unlike conventional phishing emails that include clickable links, quishing relies on users scanning QR codes with their smartphones.
This approach not only evades email gateway protections but also capitalizes on the weaker security controls often found on personal devices.
The phishing campaigns have been observed across various industries, including healthcare, automotive, energy, and education, with a significant presence in the U.S. and Europe.

Attack Mechanisms
Quishing attacks employ sophisticated techniques to obscure their malicious intent. Attackers often use legitimate websites’ redirection mechanisms or open redirect vulnerabilities to mask the final phishing destination.
For instance, URLs extracted from QR codes frequently include domains that appear trustworthy but ultimately redirect users to phishing pages.
These redirects are designed to evade detection by security crawlers and make it harder for users to identify malicious links.
Another notable tactic involves integrating human verification mechanisms, such as Cloudflare Turnstile, during the redirection process.
According to the Report, this step not only adds legitimacy to the phishing attempt but also complicates automated detection systems.
Once redirected, victims are presented with fake login pages mimicking legitimate services like Microsoft 365 or SharePoint.

These pages often pre-fill user information, such as email addresses, to create an illusion of authenticity and prompt users to enter their passwords.
Indicators of compromise (IoCs) associated with these attacks include:
- PDFs containing embedded QR codes linked to malicious URLs
- Redirect URLs exploiting legitimate domains (e.g., Google redirects)
- Fake login pages pre-populated with user account details
Hashes of compromised files and examples of phishing URLs have been documented by researchers for further analysis and mitigation efforts.
Targeted Credential Harvesting
A concerning aspect of these attacks is their level of targeting and customization.
Researchers have observed that attackers selectively harvest credentials based on pre-attack reconnaissance.
Victims who enter incorrect credentials on fake login pages are met with error messages, indicating that attackers are validating inputs against a predefined list of targets.
This level of sophistication underscores the importance of vigilance in identifying phishing attempts.
To combat quishing attacks, organizations should implement advanced security measures such as URL filtering and DNS security solutions capable of detecting malicious redirects.
Employee training programs should emphasize caution when scanning QR codes from unknown sources and encourage verification of URLs before entering sensitive information.
Additionally, organizations can deploy endpoint security tools to monitor personal devices used for accessing corporate resources.
By staying informed about evolving threats like quishing, individuals and organizations can better protect themselves against credential theft and other cyber risks.
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