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TrendAI™ Ranks #1 on CyberGym with a 97% Exploit-Remediation Score

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TrendAI Security Blog

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Inside SHADOW-WATER-084: A Steganographic Loader-as-a-Service Delivering Remcos, LXBASE, and More
Malware

Inside SHADOW-WATER-084: A Steganographic Loader-as-a-Service Delivering Remcos, LXBASE, and More

TrendAI™ Research tracked three campaigns that ship completely different decoy applications and unrelated payloads, all riding one shared toolkit. This analysis covers the full chain, from the pixel data that hides the first stage, through a flexible shared loader to deliver multiple payloads, revealing how adversaries are standardizing their delivery mechanisms.

August 27th, 2026 30 min read Ahmed Mohamed Ibrahim, Ashish Verma, Deep Patel
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forseti-cover
AI
TrendAI™ Advances Threat Hunting to Dynamic, Real-World Exploitation of AI Infrastructure

The new threat hunting component of the TrendAI™ agentic exploit-remediation engine, code name AESIR, extends visibility beyond vulnerability disclosure. Its first published investigation links over a year of honeypot data to the LF3 loader framework.

August 26th, 2026 20 min
Deep Patel, Ashish Verma
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AIExploits & Zero-Days
Ranked First on CyberGym: TrendAI™ Agentic Exploit-Remediation Engine Scores 97% on the Top Exploit Benchmark

The TrendAI™ agentic exploit-remediation engine, code name AESIR, ranks first on CyberGym at 97% — more than 12 points ahead of both GPT-5.6 Sol and Claude Mythos 5. AI system architecture beats raw model capability.

August 26th, 2026 3 min
Peter Girnus
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UK Power Facility Cyberattack Shutdown: What Critical-Infrastructure Operators and Defenders Need to Know
Cyber risk
UK Power Facility Cyberattack Shutdown: What Critical-Infrastructure Operators and Defenders Need to Know

A reported cyberattack on a UK power-generation facility in July 2026 shows that even disruptions at a single site can raise broader questions about critical infrastructure resilience.

August 24th, 2026 6 min
TrendAI™ Research
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Targeted attacks
Pawn Storm Campaign Deploys PRISMEX, Targets Government and Critical Infrastructure Entities

This blog discusses the steganography, cloud abuse, and email-based backdoors used against the Ukrainian defense supply chain in the latest Pawn Storm campaign that TrendAI™ Research observed and analyzed.

March 26th, 2026 20 min read Feike Hacquebord, Hiroyuki Kakara
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Your AI Stack Just Handed Over Your Root Keys: Inside the litellm PyPI Breach

Litellm PyPI breach explained: malicious versions steal cloud credentials, SSH keys, and Kubernetes secrets. Learn impact and urgent mitigation steps.

March 25th, 2026 6 min read Fernando Tucci
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Malware
Copyright Lures Mask a Multi‑Stage PureLog Stealer Attack on Key Industries

We look into a stealthy multi‑stage attack campaign that delivers PureLog Stealer entirely in memory using encrypted, fileless techniques.

March 19th, 2026 14 min read Mohamed Fahmy, Allixon Kristoffer Francisco, Jonna Santos
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Web Shells, Tunnels, and Ransomware: Dissecting a Warlock Attack

Warlock continues to enhance its attack chain with new tactics to improve persistence, lateral movement, and defense evasion using an expanded toolset: TightVNC Yuze, and a persistent BYOVD technique leveraging the NSec driver.

March 16th, 2026 13 min read Maristel Policarpio, Junestherry Dela Cruz, Sarah Pearl Camiling, Jacob Santos…
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CISOs in a Pinch: A Security Analysis of OpenClaw

Learn about OpenClaw (a sovereign agent) and how this can be viable for enterprises.

March 10th, 2026 5 min read Fernando Tucci
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Europol, Microsoft, TrendAI™ and Collaborators Halt Tycoon 2FA Operations

Tycoon 2FA was dismantled this week by law enforcement and industry partners including TrendAI™. The phishing-as-a-service platform offered MFA bypass services using adversary-in-the-middle (AitM) proxying.

March 4th, 2026 7 min read Christopher Boyton, Mayra Rosario Fuentes, Stephen Hilt
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AI
Malicious OpenClaw Skills Used to Distribute Atomic macOS Stealer

Malicious OpenClaw skills trick AI agents and users into installing a new AMOS variant that steals extensive data at scale.

February 23rd, 2026 8 min read Alfredo Oliveira, Buddy Tancio, David Fiser, Philippe Lin…
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U.S. Public Sector Under Siege

Discover why Government and Education must prioritize Cyber Risk Management.

February 6th, 2026 3 min read Jon Clay
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AIResearch features
Viral AI, Invisible Risks: What OpenClaw Reveals About Agentic Assistants

OpenClaw (aka Clawdbot or Moltbot) represents a new frontier in agentic AI: powerful, highly autonomous, and surprisingly easy to use. In this research, we examine how its capabilities compare to its predecessors’ and highlight the security risks inherent to the agentic AI paradigm.

February 6th, 2026 14 min read Salvatore Gariuolo, Vincenzo Ciancaglini, Fernando Tucci
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APTsTargeted attacks
PeckBirdy: A Versatile Script Framework for LOLBins Exploitation Used by China-aligned Threat Groups

PeckBirdy is a sophisticated JScript-based C&C framework used by China-aligned APT groups to exploit LOLBins across multiple environments, delivering advanced backdoors to target gambling industries and Asian government entities.

January 26th, 2026 12 min read Ted Lee, Joseph C Chen
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