AI-Powered Cyberattacks: How to Detect, Prevent & Defend Against Intelligent Threats

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The Rapid Rise of QR-Based Cyberattacks—and How to Stop Them

by OPSWAT
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Introduction

QR codes have become indispensable for authentication, device pairing, and file sharing on collaboration platforms. However, their convenience has made them a prime target for cybercriminals. According to Egress, QR code phishing (quishing) surged from 0.8% of phishing emails in 2021 to 12.4% in 2023, with a sustained rate of 10.8% in 2024. This exponential growth reflects a strategic shift by attackers to exploit trusted tools like Signal and Microsoft Teams, which are now central to enterprise communication. 

This blog explores how QR code-based attacks bypass traditional defenses, highlight real-world incidents, and outlines how MetaDefender Core mitigates these risks through Deep CDR™, InSights Threat Intelligence, and API-based integrations.

Top QR Code-Based Attacks Making Headlines in Q1 2025

Signal’s Linked Devices Attack—Bypassing Authentication 

Signal, a leading encrypted messaging app, allows users to link devices via QR code scans instead of passwords. A critical flaw enables attackers to permanently link malicious devices if the primary device is compromised.

Attack Method

  • Phishing emails or social engineering schemes trick users into scanning QR codes under the guise of “account verification.”
  • Once scanned, the attacker’s device gains full access to messages, contacts, and communications—no password required.

Real-World Impact

  • Russian espionage groups, identified by Google’s Threat Analysis Group, exploited this flaw to target Ukrainian users (Wired).

Black Basta’s QR Code Phishing in Microsoft Teams

Black Basta, a notorious ransomware-as-a-service (RaaS) group active since 2022, has pivoted to QR code phishing in Microsoft Teams.

Attack Method

  • Fake IT security alerts are sent via Teams, urging employees to scan a QR code to “verify” Microsoft 365 credentials.
  • QR codes obscure malicious URLs, evading email security tools.
  • Victims are redirected to fake login pages, enabling credential theft, privilege escalation, and ransomware deployment.
Graphic illustrating a QR-based cyberattack scenario in Microsoft Teams involving phishing and credential theft

How MetaDefender Core Prevents QR Code-Based Attacks

To combat these evolving threats, organizations need advanced security solutions that go beyond traditional phishing detection. MetaDefender Core utilizes multi-layered technologies specifically designed to neutralize file-borne and credential-based threats in collaboration platforms. 

Deep CDR

Deep CDR sanitizes image files by removing potentially malicious elements and out-of-policy content (e.g., obfuscated URLs) and regenerating new, safe-to-use files. To prevent quishing attacks, Deep CDR:

  1. Extracts the hyperlink from the QR code and neutralizes threats. 
  2. Regenerates a safe-to-use QR Code allows users to add a URL scanning service to it. 
Diagram demonstrating Deep CDR neutralizing threats in QR codes to prevent QR-based cyberattacks

InSights Threat Intelligence

Use InSights Threat Intelligence to identify and block malicious domains and IPs in QR Codes in near real-time using curated threat intelligence from multiple sources.

  1. Detect the domain extracted from the QR codes by Deep CDR.
  2. Prevent employees from accessing blacklisted or suspicious domains.
  3. Continuously update risk intelligence based on evolving threats.
Diagram visualizing InSights Threat Intelligence blocking malicious domains found in QR codes

Keep Quishing at Bay with the Right Defenses

QR codes are no longer just a convenience—they have become a prime target for cybercriminals looking to steal credentials, bypass MFA, and deploy ransomware. To mitigate these risks, enterprises should adopt a zero-trust approach to QR code interactions, including:

  • Educating employees on QR code phishing risks and attack methods.
  • Strengthening mobile security policies to reduce the likelihood of unauthorized scans.
  • Deploying proactive threat prevention solutions like MetaDefender Core to sanitize QR codes, block malicious domains, and integrate security into enterprise workflows.

One compromised QR code scan can lead to a full-scale security breach. Organizations must act now to stay ahead of attackers by going beyond traditional defenses and adopting multi-layered, defense-in-depth solutions.

Interested in OPSWAT MetaDefender Core?

Interested in OPSWAT MetaDefender Core?

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