Confronting phishing threats: Exploring QR code vulnerabilities on web and mobile platforms

Feb 14, 2026 | Threat Intelligence Research

QR Code Misuse: A Rising Threat in Cybersecurity

TL;DR: The misuse of QR codes for malicious intents has surged, introducing risks such as phishing and unauthorized app downloads. Daily detections of malicious QR codes average over 11,000, targeting primarily the financial services and tech sectors.

QR codes, once a convenience, are increasingly exploited by attackers to bypass organizational security, particularly through personal mobile devices. Research from Palo Alto Networks highlights that malicious QR codes are often used in campaigns that include phishing (termed “quishing”), in-app credential theft, and links to direct app downloads, circumventing app store safety. As people readily scan QR codes without caution, they are vulnerable to these evolving tactics, which include disguising truthfully benign QR codes with URL shorteners and deep links leading to malicious apps.

The threat landscape has evolved, with attackers utilizing techniques like in-app deep links, which activate specific app behaviors, to compromise users’ accounts and devices. For instance, QR codes directing users to financial apps can facilitate fraud, while messaging platforms like Telegram have seen frequent account takeovers via targeted QR code phishing attempts. In addition, attackers are leveraging QR codes to sidestep app store security measures, directing victims to malicious Android apps.

Why this matters: The growing exploitation of QR codes poses significant risks to individuals and organizations. Attackers can easily manipulate unsuspecting users into interacting with harmful content, leaving defenders struggling with limited visibility and detection capabilities. The need for heightened user awareness and enhanced detection methods is critical.

To mitigate such risks, enterprises should leverage advanced URL filtering, vulnerability scanning, and continuous monitoring to deal with malicious QR code detection. Security protocols should be reinforced to analyze QR code content thoroughly, ensuring better defense against this rising threat.

Indicators of Compromise (IOCs):

  • Malicious QR Code Shorteners:

    • hxxps[:]//qrco[.]de/bgP6vx
    • hxxps[:]//cdnimg.jeayacrai[.]in[.]net/qY42h5ei3SBo9ZmvO!/
  • Financial Scam URLs:

    • hxxp[:]//kccomputech[.]in/babukh1513273
    • upi://pay?pa=Q573631163@ybl&pn=PhonePeMerchant
  • Telegram Account Takeover URLs:

    • hxxps[:]//fable.tele-tale[.]cn
    • tg[:]//login?token=AQJgx85oZgPcBRoIg76p-8BBy4nB4Wpel-PvZ8Og7t_–A
  • APK File Download URLs (gambling apps):

    • hxxps[:]//resourcepro.tycheint[.]com/yicai[.]apk
    • hxxps[:]//pyreneesakbash[.]com/m-nagapoker/android.html

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