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Home / Blog / Business Intelligence / AI Threats: Why and How to Harden Security

AI Threats: Why and How to Harden Security

While AI is creating enormous productivity gains, it is also introducing an entirely new category of security risks. And many organizations are not prepared for these […]

Marco-Dercole-Headshot-Square
Marco D'Ercole

Published: Jun 10, 2026 •

Table of Contents
  1. Why AI Threats Are Different
  2. Why Traditional Security Approaches Are No Longer Enough
  3. The Biggest AI Threats Businesses Face Today
  4. How to Strengthen Security
  5. Security Awareness Training
  6. AI Governance Will Become a Business Requirement

While AI is creating enormous productivity gains, it is also introducing an entirely new category of security risks. And many organizations are not prepared for these AI threats.

Employees are using various tools to summarize meetings, generate reports, analyze data, write code, automate workflows, and streamline daily tasks faster than ever. Furthermore, organizations are embedding AI into customer service, operations, finance, and decision-making processes across the business. This internal AI adoption is creating new governance concerns around data exposure, shadow AI usage, compliance, identity management, and access control.

Another reality to be cautious of is that cybercriminals are now using AI too.

Attackers are leveraging it to automate phishing campaigns, generate more convincing social engineering attacks, identify vulnerabilities faster, and scale malicious activity at a level traditional security models were never designed to handle.

Why AI Threats Are Different

Traditional cybersecurity and AI threats already move quickly but AI accelerates them.

Attackers can now use generative AI to create highly personalized phishing emails that closely mimic internal communication styles, executive language, or customer interactions. Deepfake voice and video technologies are making impersonation attacks more believable. Automated AI tools can scan for vulnerabilities at scale, reducing the time between discovery and exploitation.

In many cases, organizations are facing threats that look more legitimate and are harder for employees to detect.

What’s more, internal AI usage is creating risks too.

Without proper controls, businesses risk exposing:

  • Financial data
  • Customer information
  • Intellectual property
  • Internal communications
  • HR records
  • Operational data
  • Confidential business strategies

Employees are increasingly pasting sensitive company information into public AI tools without fully understanding how data is stored, processed, or exposed. Teams may adopt AI applications without IT approval, creating shadow AI environments with little governance or oversight.

While AI is creating new productivity opportunities, it is also expanding the attack surface significantly.

Why Traditional Security Approaches Are No Longer Enough

Many organizations still rely heavily on reactive security models by focusing on perimeter defenses, antivirus software, and manual monitoring processes designed for a very different threat landscape.

The problem is that AI threats evolve too quickly for traditional approaches to keep up.

Security teams now need accurate visibility and continuous monitoring, automated threat detection, and conditional access management.

The old model of “set it and forget it” security no longer works. Organizations need security strategies that continuously adapt as users, devices, applications, and AI tools evolve.

AI threats

The Biggest AI Threats Businesses Face Today

One of the most common risks is uncontrolled AI adoption.

Employees often begin using AI tools independently because they improve productivity quickly. But when organizations lack formal AI governance policies, IT teams lose visibility into:

  • Which tools employees are using
  • What data is being shared
  • Who has access to AI-generated outputs
  • Where sensitive information is stored
  • How AI tools integrate with business systems

This creates compliance, security, and operational risks that can spread rapidly across the organization.

Another major AI threat is identity compromise.

As AI-generated phishing attacks become more sophisticated, stolen credentials remain one of the easiest ways for attackers to gain access to business systems. A single compromised account can expose email, documents, ERP systems, Teams environments, and cloud infrastructure.

Plus, since AI systems are designed to surface and summarize information quickly, without proper permissions and data governance, users may gain access to sensitive information they were never intended to see. That makes identity management and access control more important than ever.

How to Strengthen Security

Organizations need to approach AI adoption with the same level of governance and security planning they apply to cloud infrastructure, financial systems, and identity management.

Businesses need a clear understanding of:

  • Which AI tools are being used
  • What data those tools can access
  • How employees interact with AI systems
  • Which applications are integrated into the environment

And their security strategies should focus heavily on:

  • Multi-factor authentication
  • Conditional access policies
  • Least-privilege access models
  • Identity monitoring
  • Risk-based authentication

Organizations should classify sensitive information, implement data loss prevention policies, restrict unauthorized sharing, and monitor how AI tools interact with protected data.

This is where platforms like Microsoft Purview and Microsoft Defender play a major role by helping businesses monitor risks, manage compliance, and improve visibility across Microsoft 365 environments.

Security Awareness Training

Employees remain one of the biggest attack surfaces inside any organization and security awareness training must evolve alongside AI threats.

Teams should understand:

  • How AI phishing differs from traditional phishing
  • The risks of entering sensitive data into public AI tools
  • How deepfake scams work
  • What approved AI usage policies look like
  • How to identify suspicious requests or activity

The goal is not to discourage AI adoption but to ensure employees use it accordingly.

AI Governance Will Become a Business Requirement

Over the next few years, organizations will face increasing pressure from customers, regulators, insurers, and auditors to demonstrate stronger AI governance practices.

Businesses that cannot explain:

  • How AI is being used
  • How data is protected
  • How access is controlled
  • How risks are monitored

…will face growing operational and compliance challenges.

Organizations that embrace AI without governance, visibility, and security controls may unintentionally expose themselves to significant operational and cybersecurity threats.

The good news is that businesses do not need to slow innovation to stay secure. They simply need a modern security strategy capable of supporting AI responsibly. And we can help with hat. Take our AI readiness assessment now.

Marco-Dercole-Headshot-Square

Marco D'Ercole

Marco is the Executive Vice President and one of the co-founders of 360 Visibility. He is recognized in the industry as an expert at developing and aligning an organization’s technology with their business strategy in a cost-effective and innovative way.

See all my posts

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