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TrendAI Security Blog

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Exploits & Zero-Days
How TrendAI™ Research Helped Close an Open Redirect in Dify's Post-Login Flow

TrendAI™ Research uncovered an open redirect in Dify's post-login flow that could have handed a freshly authenticated session, token and all, to an attacker, and worked with the vendor to close it across every sign-in path before the details went public.

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Cyber crime
TrendAI™ Intelligence Aids Law Enforcement Arrest of Tycoon 2FA Operators

The Singapore Police Force (SPF), working closely with Pakistan's National Cyber Crime Investigation Agency (NCCIA) and INTERPOL has arrested two individuals linked to Tycoon2FA, a phishing operation that served criminal customers across four continents.

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OT & critical infrastructure MFA & authentication
Malicious Cyber Activity Targeting US Water Utilities: What Operators Need To Know

Disruption reported across at least seven states, from equipment left accessible online. The issue is largely a matter of configuration and access control, and here's what to fix first.

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AI
Why the Open Secure AI Alliance Matters: Open Frontier Models, Open Deployment Flexibility

TrendAI joins Nvidia as an inaugural partner in the Open Secure AI Alliance, advancing open models, harnesses, and research to strengthen cyber defense.

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AI Cyber threats
Inside the OpenAI – Hugging Face Incident: The AI Breach With No Human Attacker Behind It

OpenAI’s own models broke out of a test sandbox and into Hugging Face’s servers to solve an evaluation, with no human attacker involved. The incident showed how keeping agentic AI safe now depends on how it’s contained, not just on how it’s trained.

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Cyber threats
Federal Agencies Warn of Ongoing PLC Exploitation Against Critical U.S. Infrastructure

TrendAI™ Research breaks down what changed in CISA’s updated advisory on an ongoing PLC exploitation, why this activity might be more dangerous than a similar campaign in 2023, and how organizations can take action now to protect themselves.

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Cyber crime
13M+ Emails Sent in Tech Support Scam Targeting Users, Organizations in Japan

We analyzed a sustained tech support scam campaign that sent more than 13 million emails to Japanese addresses, with workplace-themed lures suggesting a possible expansion toward enterprise targets.

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Phishing & BEC
Device Code Phishing: Turning a Convenience Feature Into an MFA Bypass

Device code phishing abuses a legitimate authentication feature designed for devices with limited input capabilities. This article breaks down how the technique works, examines a recent observed case, and outlines the layered security measures organizations can implement.

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Cyber crime
Law Enforcement Takes Down Kratos/Sneaky2FA Phishing Service, With an Assist From TrendAI™

Kratos, the phishing-as-a-Service (PhaaS) platform behind a large share of recent Microsoft 365 credential theft, has been taken offline by the BKA and ZIT in an operation dubbed Olympus Blade.

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Exploits & Zero-Days
Volume Is Not Risk: Making Sense of the 'Vulnpocalypse'

A briefing for security leaders on separating vulnerability disclosure volume from exploitable risk in 2026.

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