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Human Risk Management Blog

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Report: Adversarial Use of AI is Evolving
KnowBe4 Team · 2026-05-27 · via Human Risk Management Blog

Threat actors are increasingly augmenting their attacks with AI tools, according to researchers at Google’s Threat Intelligence Group (GTIG). For the first time, GTIG observed a threat actor using a zero-day exploit developed by AI, although Google blocked the attack before it succeeded. Threat actors also continue to use Large Language Models (LLMs) for research, reconnaissance, and malware development.

“Malicious adversaries' most common use case for LLMs mirrors that of standard users – they conduct research and troubleshoot tasks,” the researchers write. “GTIG has observed a variety of threat actors engaging in this type of prompting to support research, reconnaissance, and troubleshooting throughout various phases of the attack lifecycle. By automating intelligence gathering and task support, these interactions lower the barrier to entry for complex, multi-stage operations and enable threat actors to focus their human capital on the higher-order strategic elements of campaigns.”

This allows threat actors to easily craft targeted phishing attacks based on employees’ roles within a targeted organization.

“Adversaries frequently use LLMs to perform reconnaissance that would previously have required significant manual effort,” the researchers write. “For instance, we have observed actors prompting models to generate detailed organizational hierarchies for specific departments and third-party relationships of large enterprises, particularly those involving high-value functions like finance, internal security, and human resources. This data allows for the creation of higher-fidelity phishing lures tailored to individuals with administrative privileges or access to sensitive data, moving beyond the commodity tactics of traditional bulk phishing.”

Attackers are also boosting their malware development skills with the help of AI, enabling unskilled threat actors to launch sophisticated attacks.

“Adversaries are advancing their implementation of AI-enabled tooling, moving beyond content generation and tool development and into more sophisticated autonomous attack orchestration for malware commands,” GTIG says. “Threat actors have begun relying on LLMs for interactive system navigation and real-time decision making. By integrating LLMs into malware operations, attackers can enable payloads to act autonomously, independently interacting with the victim environment or device, synthesizing system states, and executing precise commands devoid of human supervision.”

GTIG has the story: GTIG AI Threat Tracker: Adversaries Leverage AI for Vulnerability Exploitation, Augmented Operations, and Initial Access