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Cyber Security

What is a Vishing Attack, and How AI is Shaping the Threat

Learn about the growing foothold of vishing attacks and the impacts they have on businesses, along with some proven measures to prevent them.

Priyanka Shaw1 Oct 20269 min read
Cyber Security

You may all have heard of vishing attacks, the one increasing faster than any other social engineering attacks. A report by CrowdStrike 025 Global Threat disclosed that phishing attacks have increased 442% between the first and second halves of 2024, and the first half of 2025 has already surpassed the percentage for 2025. These statistics are more concerning than ever before. For those who are still perceiving vishing as a consumer nuisance, the data depicts a different narrative. 

In this guide, I will be talking about the growing foothold of vishing attacks and the impacts they have on businesses. I will also talk about some proven measures to prevent them and keep yourselves safe.

Vishing Definition

Cisco describes Vishing as voice phishing, in which bad actors use phone calls to dupe people into providing sensitive information, such as login credentials, credit card numbers or bank details. These details can be used for cybersecurity attacks such as fraud, identity theft, or financial theft. Phishing attacks are very common and cost more than we imagine. 

What is vishing attack? Vishing has the same objective as other types of cybercrimes. In a digital business and financial landscape, all that criminals want is access to credentials, credit card numbers, or personal data that can be later used for identity theft. 

What Are The Most Common Types of Vishing Attacks?

Fraud with bank or credit card accounts

The visher is able to get credit card or bank account details and access the money. Routing numbers for bank accounts are easy to find online. Malicious actors can simply withdraw or move money from their victim's account to their own using the routing information and personal account number.

Uninvited offers for loans or investments

Vishing attackers can deceive victims by presenting them with the chance to lend money or invest in a project. Since these kinds of financial transactions frequently entail disclosing private financial information, the victim may readily divulge the sensitive information if the crooks can persuade them that they are trustworthy.

Attack on Social Security or Medicare

Sadly, a lot of attackers target the old and sick. Their strategy can entail using the victim's illness as leverage to get them to provide their financial information. This may involve offering free deals, a refund, or a check—but only after consumers provide personal information.

IRS tax fraud

The perpetrator of this Internal Revenue Service (IRS) tax scam takes advantage of the victim's dread of the IRS. The attacker has the ability to frighten the victim into believing that the IRS is pursuing them in order to collect a debt. After offering a remedy, the attacker deceives the victim into divulging their personal information.

How to Identify a Vishing Attempt?

Sense of urgency 

A vishing attack often tries to create a sense of urgency or puts pressure on the victim. This could include time-sensitive offers or a solution to a big problem. 

Asking for personal information 

Whenever a caller asks for personal details, you should be very careful. There is no other way to identify whether the call is legitimate or a vishing attack attempt. So it is best to say no to such requests. 

Claiming to be the IRS, Medicare, or the Social Security Administration

People are more likely to trust these names and titles and feel comfortable sharing personal information. However, real IRS, Medicare or Social Security personnel will never ask for your personal information. 

Real-world Cases of Vishing in 2025-2026

In recent years, the world has witnessed some of the most important vishing attacks. Some of the cases have set an example of how voice phishing has become a primary initial access weapon for sophisticated threat actors. 

ShinyHunters/Scatttered Spider Campaign

The most influential vishing attack of the year targeted more than 760 companies. The ShinyHunters collective used custom vishing kits with access shared by Scattered Spider operators. The main targets were SSO environments like Google, Microsoft, and Okta. The confirmed victims include Google, Wynn Resorts, Cisco, CarGurus and Harvard University. The campaign showed that vishing is now executed as a professional service, with operators recruited at $500-$1000 per call using pre-written scripts targeting IT help desks.

Harvard University Breach

Harvard’s Alumni Affairs and Development systems were attacked through a vishing attack. The campaign exposed alumni data and development relationships, which could cause long-term impact for the institution.

Cisco CRM Breach

A single Cisco employee was the target of a vishing call. As a result, the attacker gained access to a third-party cloud-based CRM system and exported profile data. Cisco’s security advisory later confirmed the data breach, saying: “Even security-conscious businesses can be vulnerable when an individual is targeted.”

FBI PSA250515: Impersonation of Government Officials

The FBI issued PSA250515 shortly after it was discovered that attackers had been impersonating senior US government officials for a month using AI-generated SMS and voice communications. The campaign targeted both current and former federal and state leaders in an effort to gather information. Google Cloud/Mandiant’s tracking indicates that these techniques will continue to develop and expand.

Phishing vs. Vishing vs. Smishing

It is important to find how vishing differs from other phishing techniques to find the right controls. 

Attack type 

Mode 

Common lure 

Key difference 

Phishing 

Email 

Malicious URLs, false login pages, fraudulent invoices 

Restricted by email gateways, URL filtering 

Vishing 

Phone call, VoIP, or voice message 

IT support impersonation, bank verification, government threats

Bypasses text-based security controls, uses voice verification 

Smishing 

SMS or text message 

Parcel delivery, MFA codes, account notifications 

Uses mobile trust; limited screen real estate hides red flags 

How to Prevent Vishing Attacks?

Implement STIR/SHAKEN call authentication. Telecom-level security verifies callers and helps identify spam numbers before they reach employees. 

Run vishing simulations as part of a Security Awareness training program. Companies that run quarterly vishing simulations have up to 90% attack recognition success rates. But even with strong warnings, 33% of trained staff still disclose information. This shows that training alone cannot mitigate the entire risk. 

Control SSO/MFA enrollment procedures. Avoid attacker device registration after compromised credentials by asking for further verification for new device enrollment.

Use callback verification processes. Verify all confidential requests received via phone on a pre-registered, independently verified number. This single measure can break the chain of the attacker’s communication channel. 

Limit remote access tool installation. The Cisco vishing attack continuously involved fooling people into installing Quick Assist. Limit access to those tools and by whom through application allow-listing. 

Enable multi-factor authentication. Last but not least, make sure to enable MFA with phishing-resistant methods. 

The vishing attack technique will continue evolving rapidly over the next 1 few months. Many developments should be taken into consideration. 

Real-time deepfake voice calling

Ongoing attacks often make use of pre-recorded AI-generated responses. However, the technology for real-time voice conversion during live conversations is advancing. AI technology can help in making social engineering attacks more sophisticated and effective. With the growing potential, the difference between a real and fake caller will disappear entirely. This increases the demand for behavioural detection over voice-based verification. 

Vishing-as-a-service

The ShinyHunders/Scaterred Spider case revealed a service model where vishing operators are hired, paid per call and shared pre-written scripts and targeting data. This professionalization reduces the skill barrier and increases volume. 

Regulatory acceleration

New York’s Department of Financial Services released a vishing-centric advisory in February 2026. With the growing high-profile breaches, more regulators are likely to mandate particular vishing controls, vishing simulation testing and incident reporting requirements. 

Device code authentication method

A new method combining vishing with the OAuth 2.0 device authorization flow was seen in late 2025. It targeted Microsoft Entra environments and bypasses traditional MFA by using a legit authentication mechanism. The companies thus should track the unexpected device code flow activity very carefully. 

Summary 

In a nutshell, vishing attacks are evolving from a low-tech phone scam to the most impactful initial access attacks. The increase in voice phishing makes organizations think that voice phishing demands the same level of attention as email phishing.

The way to do this integrates three components. In order to take away the attacker's influence over the communication mode, you must first provide callback verification. Second, it is necessary to use technical identification, which links voice-channel activities to authentication. Lastly, regular vishing simulations and other security awareness training ought to be required. Your company can somewhat prevent vishing assaults by using these procedures.

Frequently Asked Questions (FAQs)

What is the mechanism of a vishing attack?

Reconnaissance, pretext creation, caller ID spoofing, initial contact, rapport building, psychological manipulation, credential harvesting and post-attack activity. 

What are the indications of a vishing attack?

Some signs include unsolicited calls asking for immediate action, requesting passwords or MFA codes or creating pressure to install any software. 

How does AI shape vishing attacks?

AI is advancing vishing attacks by embedding voice cloning technology, real-time voice conversion, and large language models. Th deepfake fraud losses are estimated to reach $40 billion by 2027. 

How to report a vishing attack?

To report a vishing attack, you should notify your organization’s security or incident response team instantly. You can file a report with the FBI’s Internet Crime Complaint Center. 

What is an example of a vishing attack?

ShinyHunters/Scattered Spider vishing attack is a prominent example. 

Next Step

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