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Human Risk Management Blog

Future-Proofing Organizations in the Face of AI What Security Can Learn From Dinosaurs Inside the OS-Aware Phishing Kit Profiling Your Device CyberheistNews Vol 16 #30 [Protect Your Users] AI Hallucinations Are Fueling Phishing Attacks Majority of Organizations Hit by Targeted Impersonation Attacks The Open-Source Paradox: Navigating the New Frontier of AI Supply Chain Risk Introducing The Hybrid Nudge Experience: Outbound Email Security Built for Your Risk Appetite Elevating the SOC Experience: Smarter Automation, Richer Threat Intelligence, and AI-Native Investigation New Phishing Tools Enable Attackers to Easily Bypass Multifactor Authentication From Inbox to Encryption: How Ransomware Delivery Has Evolved Attackers Exploit AI Hallucinations to Send Users to Phishing Sites Warning: ARToken Phishing Kit Automates BEC Attacks The New Face of AI Risk Trust Nothing: Tips to Secure AI Tools and Agents CyberheistNews Vol 16 #29 ClickFix Social Engineering is Now the Leading Malware Delivery Method Beyond the Checkbox: How a Proactive Partnership Led to Turnkey Hazing Compliance Trust, Verify, Protect: Modernizing Email Security for the Cloud Report: Social Engineering Remains a Central Part of AI-assisted Attacks ClickFix Social Engineering is Now the Leading Malware Delivery Method CyberheistNews Vol 16 #28 Your 2026 Phishing by Industry Benchmarks: The Findings on Human Risk Scammers Can Use AI Tools to Pinpoint Your Location Based on a Photo Report: Attackers Are Using AI to Automate Social Engineering Your KnowBe4 Fresh Compliance Plus Content Updates from June 2026 From Awareness to Digital Workforce Security Your KnowBe4 Fresh Content Updates from June 2026 Threat Actor Uses Phishing to Breach Orgs for Ransomware Gangs Invoice Phishing Attacks Are Abusing the Shop App Phishing Campaign Impersonates Interpol to Deliver Ransomware Prompt Injection and the Rise of Agentic Risk Hyper-Targeted Social Engineering Needs Real-Time Video Response
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