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DFIR, deception, detection. Posts I wrote, intel my pipeline summarized, and redacted writeups from the fleet.

Trend Micro17 days agoLLM reporthigh

Through the Lens of MDR: Analysis of KongTuke’s ClickFix Abuse of Compromised WordPress Sites

Trend Micro MDR uncovered an ongoing campaign by the KongTuke threat group utilizing compromised WordPress sites and fake CAPTCHA lures to trick users into executing malicious PowerShell commands. The attack leverages living-off-the-land binaries like finger.exe to deploy a Python-based backdoor known as modeloRAT, which focuses on enterprise environments for potential lateral movement and establishes persistence via scheduled tasks and registry keys.

ESET17 days agoLLM reportcritical

Sednit reloaded: Back in the trenches

The Sednit threat group (APT28) has deployed a modernized espionage toolkit targeting Ukrainian military personnel. The toolkit consists of custom implants SlimAgent and BeardShell, alongside a heavily modified version of the Covenant framework, utilizing legitimate cloud storage providers for resilient Command and Control (C&C).

ANY.RUN17 days agoLLM reporthigh

OAuth Device Code Phishing: A New Microsoft 365 Account Breach Vector

Threat actors are increasingly utilizing OAuth Device Code phishing to compromise Microsoft 365 accounts. By tricking victims into entering a verification code on the legitimate Microsoft device login page, attackers can obtain OAuth access and refresh tokens without ever harvesting the user's credentials. This technique bypasses traditional phishing defenses by operating over encrypted channels and legitimate Microsoft infrastructure.

Check Point17 days agoLLM reporthigh

Iranian MOIS Actors & the Cyber Crime Connection

Iranian Ministry of Intelligence and Security (MOIS) affiliated threat actors, including Void Manticore and MuddyWater, are increasingly integrating cybercriminal tools, infrastructure, and affiliate models into their operations. This strategic shift, which includes the use of commercial infostealers like Rhadamanthys and RaaS platforms like Qilin, enhances their operational capabilities while complicating attribution efforts.

Socket17 days agoLLM reporthigh

Fake imToken Chrome Extension Steals Seed Phrases via Phishing Redirects

A malicious Google Chrome extension impersonating the imToken cryptocurrency wallet is actively stealing user seed phrases and private keys. The extension functions as a lightweight redirector, fetching a destination URL from a hardcoded endpoint and sending victims to a homoglyph-obfuscated phishing site designed to harvest wallet recovery secrets.

Akamai17 days agoLLM reportlow

Build Transformative Security with AI-Powered WAF Detections

Akamai has announced the integration of AI-powered WAF detections into its App & API Protector platform. This enhancement leverages machine learning models trained on global traffic to autonomously identify and mitigate sophisticated web attacks, such as evasive SQL injections and parameter pollution, while maintaining human oversight and minimizing false positives.

Palo Alto Networks17 days agoLLM reporthigh

Auditing the Gatekeepers: Fuzzing "AI Judges" to Bypass Security Controls

Unit 42 researchers developed AdvJudge-Zero, an automated fuzzer that identifies stealthy prompt injection sequences to bypass AI judges. By using low-perplexity formatting tokens, attackers can manipulate LLM-based security gatekeepers into approving harmful content or corrupting training data without triggering traditional detection mechanisms.

Trend Micro17 days agoLLM reporthigh

TrendAI™ at [un]prompted 2026: From KYC Exploits to Agentic Defense

TrendAI researchers demonstrated novel attack vectors against AI systems, including exploiting AI-driven KYC pipelines using 'executable documents' to leak customer data. Additionally, they introduced FENRIR, an automated vulnerability hunting system that has discovered numerous zero-days in AI and Model Context Protocol (MCP) ecosystems.

SentinelOne17 days agoLLM reportlow

From Narrative to Knowledge Graph | LLM-Driven Information Extraction in Cyber Threat Intelligence

SentinelLabs explores the use of Large Language Models (LLMs) to automate the extraction of indicators of compromise (IOCs) and contextual data from Cyber Threat Intelligence (CTI) narratives. The research demonstrates that LLMs can accurately parse unstructured reports into structured knowledge graphs, significantly reducing processing time while highlighting the importance of custom data models, prompt optimization, and evidence-grading frameworks.

Mandiant17 days agoLLM reporthigh

Proactive Preparation and Hardening Against Destructive Attacks: 2026 Edition

This comprehensive guide outlines proactive hardening strategies to defend against destructive cyberattacks, such as ransomware and wipers. It provides actionable recommendations for securing external-facing assets, segmenting IT/OT and virtualization infrastructure, restricting lateral movement, and protecting privileged credentials across on-premises and cloud environments.

Elastic Security Labs17 days agoLLM reporthigh

Patch diff to SYSTEM

Researchers successfully patch-diffed a Windows Desktop Window Manager (DWM) vulnerability using LLMs, drastically reducing exploit development time. The vulnerability is a Use-After-Free in dwmcore.dll that can be exploited via the DirectComposition API, combined with a novel heap spray and CFG bypass, to achieve Local Privilege Escalation to SYSTEM.

Zscaler ThreatLabz17 days agoLLM reporthigh

Middle East Conflict Fuels Cyber Attacks | ThreatLabz

Threat actors are capitalizing on Middle East geopolitical tensions using over 8,000 newly registered domains to launch opportunistic cyber attacks. Campaigns include Mustang Panda deploying the LOTUSLITE backdoor via DLL sideloading, fake news sites distributing StealC malware, and various phishing/scam operations exhibiting Persian-language artifacts.

Palo Alto Networks17 days agoLLM reporthigh

An Investigation Into Years of Undetected Operations Targeting High-Value Sectors

Since 2020, a Chinese threat actor tracked as CL-UNK-1068 has targeted critical infrastructure in Asia for cyberespionage. The group utilizes a diverse, cross-platform toolkit including web shells, custom Go-based scanners, modified Fast Reverse Proxy (FRP) for tunneling, and legacy Python executables for DLL side-loading to maintain stealth, escalate privileges, and exfiltrate sensitive data.

Microsoft17 days agoLLM reporthigh

AI as tradecraft: How threat actors operationalize AI

Threat actors, particularly North Korean state-sponsored groups, are increasingly operationalizing AI to accelerate cyberattacks. They leverage generative AI for reconnaissance, social engineering, identity fabrication, and malware development, acting as a force multiplier that reduces technical friction while human operators maintain control over objectives.

Socket17 days agoLLM reportinfo

Socket Named a Supply Chain Innovator in Latio's 2026 Application Security Market Report

Latio's 2026 Application Security Market Report highlights supply chain malware and the securing of AI-generated code as the top security concerns for practitioners. The report emphasizes the inadequacy of traditional CVE scanning, citing the multi-wave Shai Hulud campaign—which compromised over 500 npm packages, exposed GitHub secrets, and targeted AI toolchains—as evidence that proactive dependency analysis is essential.

Trend Micro17 days agoLLM reporthigh

New BoryptGrab Stealer Targets Windows Users via Deceptive GitHub Pages

A new information stealer named BoryptGrab is being distributed through deceptive GitHub repositories that masquerade as legitimate software tools. The malware employs complex infection chains involving DLL side-loading, VBS downloaders, and encrypted payloads to deliver the stealer alongside additional backdoors like TunnesshClient and HeaconLoad.

Mandiant17 days agoLLM reportcritical

Look What You Made Us Patch: 2025 Zero-Days in Review

Google Threat Intelligence Group's 2025 review highlights 90 exploited zero-day vulnerabilities, with a significant shift toward enterprise infrastructure and edge devices. Commercial surveillance vendors outpaced state-sponsored actors in zero-day usage, while financially motivated groups and PRC-nexus espionage operators continued to heavily leverage zero-days for initial access, persistence, and data theft.