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Actual-world AI voice cloning assault: A purple teaming case examine

Admin by Admin
January 6, 2026
Home Cybersecurity
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As an moral hacker, I put organizations’ cyberdefenses to the check, and — like malicious risk actors — I do know that social engineering stays one of the crucial efficient strategies for gaining unauthorized entry to non-public IT environments.

The Scattered Spider hacking group has repeatedly confirmed this level in its social engineering assaults focusing on IT assist desks at main enterprises, together with on line casino giants Caesars Leisure and MGM Resorts, in addition to British retailer Marks and Spencer. In such assaults, a risk actor impersonates a official worker and convinces the assistance desk to reset that person’s password, usually utilizing an authoritative tone or sense of urgency to govern the opposite individual into granting account entry. Such traditional social engineering ways usually handle to bypass technical defenses fully by exploiting human behavioral weaknesses.

I’ve used phone-based social engineering in my very own purple teaming technique for years, and up to date enhancements in deepfake and voice cloning expertise have made such voice phishing (vishing) assaults much more efficient. On this article, I’ll stroll you thru a latest, real-world instance that demonstrates how simply risk actors are actually utilizing AI-enabled deepfakes and voice cloning to deceive finish customers. CISOs should check their organizations’ capacity to resist such assaults, in addition to educate workers on what these strategies appear to be and methods to cease them.

How an AI voice cloning assault tricked a seasoned worker

As a part of a purple teaming train, a big enterprise lately requested me to attempt to hack into the e-mail account of one in every of its senior leaders. Sometimes, you want the next three parts to achieve entry to an e-mail account:

  1. The e-mail handle.
  2. The password.
  3. A technique of bypassing MFA.

On this case, the goal’s e-mail handle itself was listed publicly. His data had additionally been uncovered in a number of public knowledge breaches, with the identical password apparently in use throughout a number of separate accounts. I surmised he was doubtless to make use of the identical password for his company account login, as properly.

Defeating the corporate’s MFA, Microsoft Authenticator, was the trickiest a part of the purple crew train. I made a decision the very best technique can be to name the goal and impersonate a member of the corporate’s IT crew, utilizing voice cloning.

First, I recognized the names of the group’s IT crew members on LinkedIn after which additional researched them on Google. I discovered that one of many senior IT leaders had given a presentation at a convention, with a 60-minute video of the session publicly obtainable on YouTube. It’s doable to clone somebody’s voice with simply three seconds of audio, so I used to be assured an hour-long recording would allow a really correct and convincing reproduction.

I extracted the audio from the YouTube video and used a software referred to as ElevenLabs to create a voice clone. I then tried to log in to the goal’s e-mail account utilizing the password I had discovered uncovered in earlier third-party knowledge breaches, and as anticipated, it labored.

The profitable login triggered Microsoft Authenticator, sending the goal an MFA push notification on his cellphone. I referred to as him, utilizing the AI voice cloning software program to impersonate the IT crew member in our real-time dialog. I defined to the goal that the IT crew was conducting inside upkeep on his account, resulting in the MFA immediate, and requested him to enter the two-digit quantity from my display screen into his Microsoft Authenticator app. Utterly satisfied, he typed within the quantity, thereby giving me entry to his e-mail and SharePoint.

The goal had been with the corporate for 15 years on the time of the purple crew train, so his account held a treasure trove of data. If I had been a malicious hacker, I might have began sending e-mail from his actual e-mail handle, probably tricking additional employees members or purchasers into opening malicious paperwork or authorizing monetary transactions.

Classes discovered

This instance demonstrates why I’ve been unsurprised to see felony teams more and more turning to vishing-based social engineering as a dependable technique for gaining preliminary entry to focus on environments. As soon as a risk actor has accessed a Microsoft enterprise account — particularly one with elevated privileges — compromising the community and operating ransomware on all endpoints and vital servers is comparatively easy.

To guard towards most of these assaults, CISOs should guarantee IT help groups observe clear and constant verification procedures in conversations with finish customers. Most significantly, organization-wide safety consciousness coaching ought to educate all workers about most of these assaults, the psychological tips they make use of and finest practices for verifying that somebody is who they declare to be.

Rob Shapland is an moral hacker specializing in cloud safety, social engineering and delivering cybersecurity coaching to corporations worldwide.

Tags: AttackCaseCloningrealworldRedStudyTeamingVoice
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