Numaan Huq
10 articles
-
Research見えないアタックサーフェス：データセンター周辺で露出する数千台の産業制御システム
TrendAI™ Researchが米国のデータセンター周辺にあるICSプロトコルを調査したところ、冷却、電力、環境設備といった重要インフラを制御する数千台の脆弱なデバイスが見つかりました。運用効率を重視し、セキュリティを前提とせずに設計されたこれらのシステムは、公開インターネットからアクセス可能な状態にありました。
August 8th, 2026 43 minStephen Hilt, Numaan Huq
Read article -
ResearchソブリンAIの構築：基盤とアーキテクチャに関する技術的考察
世界各国の政府が国内AIの開発に巨額の資金を投じています。しかし、ソブリンAI戦略づくりの競争は、主権の実現に本当は何が必要なのかという明確な理解を置き去りにして進んでいます。本リサーチは、政府や企業のリーダーに向けて、どの程度の主権が必要で、それがどこで最も重要になるのかを見極めるための、レイヤーごとの実践的なフレームワークを提示します。
July 20th, 2026Numaan Huq, David Girard
Read article -
ResearchThe Cybercriminal Underground: Mapping the Healthcare Data Economy
A look inside an industrialized economy where stolen healthcare data is bought, sold, and weaponized, from ransomware breaches to broker access and fake medical documents fueling an expanding criminal supply chain.
June 4th, 2026Stephen Hilt, Numaan Huq, Mayra Rosario Fuentes
Read article -
ResearchFrom Holiday Snap to Custom Scam in 30 Minutes: How AI Turns Public Photos Into Targeted Attacks
AI now enables attackers to rapidly convert publicly shared personal images into scalable, highly targeted phishing intelligence, turning everyday online photos into a significant and often overlooked security risk for individuals and enterprises.
February 24th, 2026 12 minNumaan Huq, David Sancho
Read article -
ResearchFrom LinkedIn to Tailored Attack in 30 Minutes: How AI Accelerates Target Profiling for Cybercrime
The industrialization of AI-driven OSINT has transformed individual digital footprints into machine-readable intelligence at scale, enabling attackers to operationalize personalized reconnaissance at volume.
February 23rd, 2026 11 minNumaan Huq, David Sancho
Read article -
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
Read article -
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
Read article -
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
Read article -
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…
Read article -
ResearchIn Transit, Interconnected, at Risk: Cybersecurity Risks of Connected Cars
The use of connected cars continues to grow. While the vehicles’ link to technologies such as 5G and the cloud present opportunities for improving efficiency and safety, it can also attract risks from threat actors as well.
February 16th, 2021 4 minNumaan Huq, Craig Gibson, Vladimir Kropotov, Rainer Vosseler
Read article