AI

The AI-fication of Cyberthreats: Trend Micro Security Predictions for 2026

25 November 2025

Drawing on insights from Trend Micro’s global researchers and security experts, this year’s edition of our annual security predictions report highlights the AI-driven shifts set to shape 2026 and beyond.

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Reimagining Fraud Operations: The Rise of AI-Powered Scam Assembly Lines
18 November 2025
Trend™ Research replicated an AI-powered scam assembly line to reveal how AI is eradicating the barrier for entry to running scams, making fraud easier to run, harder to detect, and effortless to scale.
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The Devil Reviews Xanthorox: A Criminal-Focused Analysis of the Latest Malicious LLM Offering
11 November 2025
Xanthorox AI: flirty, menacing, and potentially devastating? We explored the inner workings of this LLM to unveil its devious capabilities for generating malicious code, obtaining private information, and roleplaying.
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AI Security Starts Here: The Essentials for Every Organization
05 November 2025
AI’s rapid growth brings new risks as well as opportunities. Strong security foundations are essential to ensure innovation remains safe, compliant, and resilient.
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Agentic Edge AI: Development Tools and Workflows
30 Oktober 2025
Trend™ Research inspected agentic edge AI systems and the development tools and workflows they leverage and uncovered an intricate labyrinth that demands robust protection from cyberthreats.
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When Tokenizers Drift: Hidden Costs and Security Risks in LLM Deployments
21 Oktober 2025
A tokenizer lies at the core of every large language model. When it drifts, whether from unseen flaws or adversarial interference, costs rise and performance drops. We explore this emerging risk, its implications, and the measures to prevent it.
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Agentic Edge AI: Autonomous Intelligence on the Edge
10 Oktober 2025
Agentic edge AI offers enhanced advantages, but with this comes cybersecurity challenges. Learn more about agentic edge AI and its architecture, and equip your organization by examining related threats and mitigation strategies for these risks.
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Beware of MCP Hardcoded Credentials: A Perfect Target for Threat Actors
13 August 2025
Poor secret management in MCP servers can lead to serious consequences, including data breaches and supply chain attacks. This article examines the reality of these unsecure configurations and offers practical recommendations that minimize the chances of exposure.
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LLM as a Judge: Evaluating Accuracy in LLM Security Scans
04 August 2025
As large language models (LLMs) become more capable and widely adopted, the risk of unintended or adversarial outputs grows, especially within a security-sensitive context. To identify and mitigate such risks, Trend Micro researchers ran LLM security scans that simulate adversarial attacks.
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Trend Micro State of AI Security Report 1H 2025
29 Juli 2025
Trend Micro’s State of AI Security report explores how AI’s rapid adoption is transforming both business efficiency and cybercrime methods, highlighting novel threats and strategic defenses to help organizations adapt in an increasingly AI-driven world.
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AI

The AI-fication of Cyberthreats: Trend Micro Security Predictions for 2026

Reimagining Fraud Operations: The Rise of AI-Powered Scam Assembly Lines

The Devil Reviews Xanthorox: A Criminal-Focused Analysis of the Latest Malicious LLM Offering

AI Security Starts Here: The Essentials for Every Organization

Agentic Edge AI: Development Tools and Workflows

When Tokenizers Drift: Hidden Costs and Security Risks in LLM Deployments

Agentic Edge AI: Autonomous Intelligence on the Edge

Beware of MCP Hardcoded Credentials: A Perfect Target for Threat Actors

LLM as a Judge: Evaluating Accuracy in LLM Security Scans

Trend Micro State of AI Security Report 1H 2025

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