Roel Reyes
12 articles
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ResearchForecasting Future Outbreaks: A Behavioral and Predictive Approach to Proactive Cyber Risk Management
TrendAI™ Research has found that user behaviors and machine usage patterns are key drivers of malware risk. This study’s analysis of over 10 million endpoints confirms that risk is highly context-dependent and offers insights into how organizations can pivot to improve their security posture.
March 5th, 2026 10 minMarco Balduzzi, Roel Reyes, Jessica Balaquit, Ryan Flores…
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BlogOpenClawの不正なスキルを通してmacOS型情報窃取ツール「AMOS」が拡散
不正なOpenClawのスキルによってAIエージェントを欺き、macOS版情報窃取ツール「AMOS」の新型亜種を拡散させる攻撃が発生しています。本稿では、その手口と対策を解説します。
February 23rd, 2026 8 minAlfredo Oliveira , Buddy Tancio, David Fiser, Philippe Lin…
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ResearchEstimating Future Risk Outbreaks at Scale in Real-World Deployments
Trend™ Research introduces a novel system that leverages AI and behavioral analytics to proactively estimate the risk of future malware outbreaks based on users’ behavior to help organizations strategically strengthen their defenses.
December 16th, 2025 2 minMarco Balduzzi, Roel Reyes, Jessica Balaquit, Ryan Flores…
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ResearchReimagining Fraud Operations: The Rise of AI-Powered Scam Assembly Lines
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.
November 18th, 2025 18 minRoel Reyes, Numaan Huq, Salvatore Gariuolo
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ResearchAgentic Edge AI: Development Tools and Workflows
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.
October 30th, 2025 11 minNumaan Huq, Roel Reyes
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ResearchAgentic Edge AI: Autonomous Intelligence on the Edge
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.
October 10th, 2025 18 minNumaan Huq, Roel Reyes
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ResearchDo Security Blogs Enable Vibe-Coded Cybercrime?
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.
September 4th, 2025 5 minRyan Flores, Numaan Huq, Vladimir Kropotov, Robert McArdle…
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ResearchMetaverse or Metaworse? How the Apple Vision Pro Stacks Up Against Predictions
In 2022, Trend Micro conducted extensive research to understand potential cyber threats to the metaverse amid significant global changes and a growing focus on AI technologies. The release of Apple's Apple Vision Pro headset a year later provided an opportunity to evaluate these predictions, highlighting both advancements and persistent challenges in areas such as data privacy, biometric security, and multi-vendor interoperability.
February 5th, 2025 6 minNumaan Huq, Roel Reyes
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ResearchAI vs AI: DeepFakes and eKYC
This analysis investigates the security risks of eKYC systems in relation to deepfake attacks, highlighting the diverse strategies employed by cybercriminals in bypassing eKYC security measures.
November 28th, 2024 15 minPhilippe Lin, Fernando Mercês, Roel Reyes, Ryan Flores…
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ResearchGuarding AI Models From Malicious Alterations in the AI PC Era
This article discusses the importance of properly identifying and protecting AI model files and their associated assets, such as labels, from malicious or even unintended tampering.
June 4th, 2024 5 minRyan Flores, Philippe Lin, Roel Reyes
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ResearchNavigating the Threat Landscape for Cloud-Based GPUs
The increased adoption of technologies like artificial intelligence (AI), machine learning (ML), large language models (LLMs), and high-performance computing (HPC) underscores the growing need to prioritize the security of graphics processing units (GPUs).
May 23rd, 2024 3 minNumaan Huq, Philippe Lin, Roel Reyes, Charles Perine
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ResearchExploring Common Threats to Cloud Security
As the adoption of cloud services grows, organizations need to be informed about how to secure their environment. Our research examines the common threats encountered in the cloud and provides insight on how organizations can better deal with them.
April 8th, 2020 7 minMorton Swimmer, Fyodor Yarochkin, Joey Costoya, Roel Reyes
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