Cybercrime & Digital Threats

Agentic Edge AI: Development Tools and Workflows

October 30, 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
October 21, 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
October 10, 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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Using Containers to Secure Your MCP Infrastructure
September 17, 2025
Security risks to MCP servers can be mitigated by running them within containers. This report discusses these security risks and how MCP containerization can implement least privilege in practice.
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Do Security Blogs Enable Vibe-Coded Cybercrime?
September 04, 2025
Security companies routinely publish detailed analyses of security incidents, making attacker tactics, techniques, and procedures (TTPs) widely known and visible. These reports often provide comprehensive insights into specific vulnerabilities that are or could be exploited, malware delivery mechanisms, and evasion techniques.
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Unmasking Task Scams to Prevent Financial Fallout From Fraud
August 19, 2025
This report exposes the life cycle and tactics of task scams by presenting real-world cases as well as strategies to help identify and avoid these threats.
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The Silent Leap: OpenAI’s New ChatGPT Agent Capabilities and Security Risks
August 01, 2025
OpenAI recently introduced ChatGPT agent. What are its capabilities and the associated cybersecurity risks? We examined these using Trend Micro’s Digital Assistant Framework to help organizations navigate the changes and risks this new digital assistant may bring.
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Exploiting Trust in Open-Source AI: The Hidden Supply Chain Risk No One Is Watching
July 25, 2025
As open-source AI models become foundational to digital infrastructure, hidden backdoors and tampered supply chains pose a growing, under-recognized threat that traditional security tools can fail to detect.
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MCP Security: Network-Exposed Servers Are Backdoors to Your Private Data
July 17, 2025
Exposed MCP servers pose a risk for organizations utilizing them. Our research examined the types of concerns that emerge and how to keep systems safe through immediate and extended measures.
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Deepfake It ‘til You Make It: A Comprehensive View of the New AI Criminal Toolset
July 09, 2025
This report takes a comprehensive look at how deepfakes are used to support criminal business processes, what are the toolkits criminals are exploiting to power their deepfake creation, and what the deepfake underground looks like.
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Cybercrime & Digital Threats

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

Using Containers to Secure Your MCP Infrastructure

Do Security Blogs Enable Vibe-Coded Cybercrime?

Unmasking Task Scams to Prevent Financial Fallout From Fraud

The Silent Leap: OpenAI’s New ChatGPT Agent Capabilities and Security Risks

Exploiting Trust in Open-Source AI: The Hidden Supply Chain Risk No One Is Watching

MCP Security: Network-Exposed Servers Are Backdoors to Your Private Data

Deepfake It ‘til You Make It: A Comprehensive View of the New AI Criminal Toolset

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