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Inside Elastic InfoSec's agentic SOC: cutting alert triage from 30 minutes to under 3

This is Part 1 of the Inside Elastic InfoSec's Agentic SOC series. Part 2: choosing the right agent architecture for a 5× cost reduction. Part 3: how we cut AI agent LLM calls by 60% Elastic's InfoSec team built an agentic SOC that triages every alert before an analyst opens it. A 30-minute manual investigation now finishes in under 3 minutes: deterministic ES|QL queries close obvious false positives at zero token cost, specialized AI agents investigate the rest across endpoint, cloud, and SaaS…

Elastic US

tg: rozbor tg: propagace tp: AI

· Elastic Security · Inside Elastic InfoSec's agentic SOC: cutting alert triage from 30 minutes to under 3

Inside Elastic InfoSec's agentic SOC: cutting alert triage from 30 minutes to under 3

This is Part 1 of the Inside Elastic InfoSec's Agentic SOC series. Part 2: choosing the right agent architecture for a 5× cost reduction. Part 3: how we cut AI agent LLM calls by 60% Elastic's InfoSec team built an agentic SOC that triages every alert before an analyst opens it. A 30-minute manual investigation now finishes in under 3 minutes: deterministic ES|QL queries close obvious false positives at zero token cost, specialized AI agents investigate the rest across endpoint, cloud, and SaaS…

Elastic US

tg: rozbor tg: propagace tp: AI

· Elastic Security · Inside Elastic InfoSec's agentic SOC: cutting alert triage from 30 minutes to under 3

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From Bing Search to Ransomware: Bumblebee and AdaptixC2 Deliver Akira

Key Takeaways This case was first reported to customers in a threat brief released in July 2025 and in a public flash alert in August 2025 in partnership with Swisscom B2B CSIRT, which observed another intrusion tied to the same campaign. This report contains data from both intrusions. We plan to release a DFIR Labs […] The post From Bing Search to Ransomware: Bumblebee and AdaptixC2 Deliver Akira appeared first on The DFIR Report.

US

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· The DFIR Report · From Bing Search to Ransomware: Bumblebee and AdaptixC2 Deliver Akira

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Millenium: A RAT Rewritten, A Threat Multiplied

Group-IB analyzes Millenium RAT version 4.*, a remote access trojan that has undergone an architectural shift from .NET to native C++, while continuing to leverage the Telegram Bot API for command and control, requiring no dedicated server infrastructure. This blog also profiles the developer “ShinyEnigma”, and threat actor cluster “Y2K Operators” responsible for active Millenium RAT exploitation campaigns. Over 62,000 compromised endpoints across more than 160 countries have been identified,…

Telegram SG

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· Group-IB · Millenium: A RAT Rewritten, A Threat Multiplied

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From vulnerability report to CVE draft in minutes: how Elastic automated security advisories with AI

Elastic's InfoSec Product Security Team built a generative AI agent using Elastic Agent Builder that drafts complete CVE security advisories (CWE classification, CAPEC methodology, CVSS scoring, and mitigation guidance) directly from raw vulnerability reports. The agent uses RAG against the MITRE CWE and CAPEC catalogues indexed in Elasticsearch, which grounds its output in authoritative data and prevents hallucinated classification IDs. ESA-2026-01 is already in production as an example of…

Elastic US

tg: rozbor tg: propagace tp: AI

· Elastic Security · From vulnerability report to CVE draft in minutes: how Elastic automated security advisories with AI

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Lost in relocation: analysis of a new loader distributing CASTLESTEALER

A previously undocumented Windows loader tracked as OXLOADER is delivering the CASTLESTEALER infostealer via malicious Google Ads, with low detection rates across static engines and sandbox detonations. The loader uses several obfuscation layers (control-flow flattening, opaque predicates, mixed Boolean-Arithmetic), self-modifying decryption stubs, and abuses the Windows .reloc section to stage shellcode. Elastic Security Labs identified OXLOADER in an active campaign targeting one of our…

Microsoft Google US

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· Elastic Security · Lost in relocation: analysis of a new loader distributing CASTLESTEALER

Azure AD Graph Activity Logs: Ingestion and threat detection to close the visibility gap

AAD Graph Activity Logs are now ingestible into Elastic and usable for threat detection within the SIEM/XDR solution. That sentence shouldn't be exciting, but it is. For most of the past decade, this slice of telemetry simply didn't exist as a customer-accessible log stream. Microsoft Graph Activity Logs (the modern graph.microsoft.com surface) went GA in April 2024. The legacy graph.windows.net surface, the one adversary tooling actually hits, stayed dark until early 2026. This post walks the…

Microsoft Elastic US

tg: rozbor tg: novinka v produktu tg: návod tp: identita

· Elastic Security · Azure AD Graph Activity Logs: Ingestion and threat detection to close the visibility gap

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The GHOST STADIUM Score: Billions At Stake At The World’s Largest Football Tournament

With the 2026 FIFA World Cup just weeks away, Group-IB researchers have uncovered six distinct fraud schemes, four independent threat actors, and over 4,300 fraudulent domains impersonating FIFA's official web presence — including a sophisticated phishing operation run by the Chinese-speaking threat actor GHOST STADIUM, whose campaign could cause losses reaching billions of dollars.

SG

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· Group-IB · The GHOST STADIUM Score: Billions At Stake At The World’s Largest Football Tournament

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Detecting Tycoon 2FA AiTM attacks across Entra ID and Google Workspace

Tycoon 2FA is currently the most prolific Phishing-as-a-Service (PhaaS) platform among AiTM phishing kits. First observed in August 2023 and attributed to Storm-1747 (per Microsoft Threat Intelligence), the kit provides turnkey adversary-in-the-middle (AiTM) capabilities that bypass multi-factor authentication and steal authenticated session tokens from Microsoft 365 and Google Workspace accounts. At its peak, Tycoon 2FA accounted for roughly 62% of phishing attempts blocked by Microsoft,…

Microsoft Google US

tg: varování tg: rozbor tp: phishing tp: identita

· Elastic Security · Detecting Tycoon 2FA AiTM attacks across Entra ID and Google Workspace

Smart Contracts for C&C: How ClearFake Hid in Plain Sight on BSC Testnet

TrendAI™ Research analyzed an intrusion where threat actors used the EtherHiding technique to route ClearFake payload delivery through smart contracts on the BNB Smart Chain testnet. The attack chain ended with two simultaneously deployed stealers, SectopRAT and ACRStealer alongside an on-chain execution tracker that confirmed each victim compromise in real time.

JP

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· Trend Micro · Smart Contracts for C&C: How ClearFake Hid in Plain Sight on BSC Testnet

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PHANTOMPULSE: anatomy of a hijackable blockchain-C2 RAT

Elastic Security Labs's prior coverage of REF6598 documented an intrusion set whose Windows toolchain landed via Obsidian plugin abuse, escalated via an in-memory PE loader (PHANTOMPULL), and finished with a RAT (PHANTOMPULSE). That post focused on delivery. This post analyzes the final stage: PHANTOMPULSE, an implant that ships three process-injection techniques, resolves its C2 through Ethereum/Base/Optimism transaction inputs, and bypasses UAC via the public schuac technique. The analysis…

US

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· Elastic Security · PHANTOMPULSE: anatomy of a hijackable blockchain-C2 RAT

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Flash Alert: EtherRat and TukTuk C2 End in The Gentleman Ransomware

The EtherRAT malware family was first reported by Sysdig back in December 2025. At that time, the initial access vector was exploitation of CVE-2025-55182 (React2Shell) targeting Linux servers. In March 2026, a Windows variant campaign was reported by Atos, with their investigation showing evidence of activity going back to the previous December. In April, we […] The post Flash Alert: EtherRat and TukTuk C2 End in The Gentleman Ransomware appeared first on The DFIR Report.

KEV ✓ · ransomware EPSS 1.00 CVE-2025-55182 US

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· The DFIR Report · Flash Alert: EtherRat and TukTuk C2 End in The Gentleman Ransomware

Vibe Hacking: Two AI-Augmented Campaigns Target Government and Financial Sectors in Latin America

TrendAI™ Research has identified two emerging threat campaigns—SHADOW-AETHER-040 and SHADOW-AETHER-064—that use agentic AI to drive intrusion operations against government and financial organizations in Latin America, marking these among the first cases we have observed of AI agents executing attacks from initial access to data exfiltration.

veřejná správa finance JP

tg: varování tg: rozbor tp: únik dat tp: AI tp: špionáž

· Trend Micro · Vibe Hacking: Two AI-Augmented Campaigns Target Government and Financial Sectors in Latin America

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PCPJack | Cloud Worm Evicts TeamPCP and Steals Credentials at Scale

Executive Summary SentinelLABS has identified PCPJack, a credential theft framework that worms across exposed cloud infrastructure and removes artifacts associated with TeamPCP, a threat actor persona who claimed several high-profile supply chain intrusions throughout early 2026. The toolset harvests credentials from cloud, container, developer, productivity, and financial services, then exfiltrates the data through attacker-controlled infrastructure while attempting to spread to additional…

Docker Kubernetes Redis MongoDB US

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· SentinelLabs · PCPJack | Cloud Worm Evicts TeamPCP and Steals Credentials at Scale

TCLBANKER: Brazilian Banking Trojan Spreading via WhatsApp and Outlook

Elastic Security Labs identified a new Brazilian banking trojan that we are tracking as TCLBANKER, a malware family we assess is a major update of the MAVERICK/SORVEPOTEL family. The campaign, tracked as REF3076, features a loader with robust anti-analysis capabilities that deploys two embedded .NET Reactor-protected modules: a full-featured banking trojan and a worm module for self-propagation. The banking trojan monitors the victim's browser address bar via UI Automation, targeting 59…

Logitech finance US

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· Elastic Security · TCLBANKER: Brazilian Banking Trojan Spreading via WhatsApp and Outlook

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Quasar Linux (QLNX) – A Silent Foothold in the Supply Chain: Inside a Full-Featured Linux RAT With Rootkit, PAM Backdoor, Credential Harvesting Capabilities

TrendAI™ Research breaks down Quasar Linux (QLNX), a previously undocumented sophisticated Linux RAT with low detection rates. In this blog, we examine a full-featured Linux threat incorporating a rootkit, a PAM backdoor, credential harvesting, and more, revealing how this malware enables stealthy access, persistence, and potential supply-chain attacks.

JP

tg: rozbor tp: malware tp: dodavatelský řetězec tp: identita

· Trend Micro · Quasar Linux (QLNX) – A Silent Foothold in the Supply Chain: Inside a Full-Featured Linux RAT With Rootkit, PAM Backdoor, Credential Harvesting Capabilities

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CI/CD pipeline abuse: the problem no one is watching

Preamble In 2025 and 2026, we watched a pattern play out across the industry. Attackers stopped going after production servers directly and started targeting the automation that deploys to them. Compromised developer credentials, a modified workflow file, and suddenly every secret in a CI/CD environment is streaming to an attacker-controlled endpoint. We saw this play out across incidents involving major open-source projects, Fortune 500 companies, and critical infrastructure tooling. The…

GitHub GitLab Microsoft US

tg: rozbor tg: novinka v produktu tp: dodavatelský řetězec tp: AI tp: identita

· Elastic Security · CI/CD pipeline abuse: the problem no one is watching

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Bissa Scanner Exposed: AI-Assisted Mass Exploitation and Credential Harvesting

Key Takeaways We identified an exposed server that provided unusual visibility into a large-scale, multi-victim exploitation and collection operation. Artifacts on the host showed that Claude Code and OpenClaw were embedded in the operator’s day-to-day workflow, supporting troubleshooting, orchestration, and refinement of the collection pipeline. This AI-assisted workflow resulted in the modular platform Bissa scanner […] The post Bissa Scanner Exposed: AI-Assisted Mass Exploitation and…

US

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· The DFIR Report · Bissa Scanner Exposed: AI-Assisted Mass Exploitation and Credential Harvesting

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The Cost of Understanding: LLM-Driven Reverse Engineering vs Iterative LLM Obfuscation

Introduction Over the past few years, we have observed a significant evolution in the capabilities of LLMs to be productive and to carry out various tasks that address real-world problems, such as program synthesis, malware research, or vulnerability research. Specifically in the context of reverse engineering, LLMs are particularly effective given the right tools because they are very good at reading source code even without symbols. Not only that, thanks to their knowledge, they are capable…

US

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· Elastic Security · The Cost of Understanding: LLM-Driven Reverse Engineering vs Iterative LLM Obfuscation

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Phantom in the vault: Obsidian abused to deliver PhantomPulse RAT

A follow-up publication will provide a deeper technical analysis of PHANTOMPULSE itself, covering its injection engines, persistence internals, and C2 protocol in greater detail. Preamble Elastic Security Labs has identified a novel social engineering campaign that abuses the popular note-taking application, Obsidian, as an initial access vector. The campaign, which we track as REF6598, targets individuals in the financial and cryptocurrency sectors through elaborate social engineering on…

Obsidian Shell Commands Hider finance US

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· Elastic Security · Phantom in the vault: Obsidian abused to deliver PhantomPulse RAT

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Elastic on Defence Cyber Marvel 2026: A Technical overview from the Exercise Floor

Where to begin. For the fourth consecutive year, Elastic has had the privilege of serving as a trusted industry partner on Exercise Defence Cyber Marvel - the UK Ministry of Defence's flagship cyber exercise series. DCM26 was, without question, the most ambitious iteration yet, and we're chuffed to bits to finally be able to talk about what we built, how we built it, and what we learnt along the way. What is Defence Cyber Marvel? For those unfamiliar, Defence Cyber Marvel (DCM) is the largest…

obrana US

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· Elastic Security · Elastic on Defence Cyber Marvel 2026: A Technical overview from the Exercise Floor

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How we caught the Axios supply chain attack

Preamble Last Monday night I was working late and a Slack alert came in from a monitoring tool I had built three days earlier. Axios compromised; one of the most popular npm packages in the world. My heart started racing, I knew every second mattered to respond and limit the damage. But honestly it was so crazy that I thought it must be a false positive. I checked and rechecked everything a few times even though it seemed very obviously malicious. It wasn't a false positive. It was one of the…

axios US

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· Elastic Security · How we caught the Axios supply chain attack

Hooked on Linux: Rootkit Detection Engineering

Introduction In part one, we examined how Linux rootkits work: their evolution, taxonomy, and techniques for manipulating user space and kernel space. In this second part, we turn to detection engineering. We begin by showing why static detection is often unreliable against Linux rootkits, even when binaries are only trivially modified, and then move on to behavioral and runtime signals that defenders can use instead. From shared object abuse and LKM loading to eBPF, io_uring, persistence, and…

Linux US

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· Elastic Security · Hooked on Linux: Rootkit Detection Engineering

The Invisible Army: Why IP Reputation Fails Against the Rotation Economy

Attackers route malicious traffic through ordinary home internet connections — and to a reputation feed, the source IP is indistinguishable from a legitimate user's connection. GreyNoise analyzed 4 billion sessions over 90 days and found that 39% of unique IPs targeting the edge come from residential address space. 78% vanish after just 1–2 sessions, before any reputation system can flag them. The report documents why detection must shift from where the traffic comes from to what it is doing.

US

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· GreyNoise Labs · The Invisible Army: Why IP Reputation Fails Against the Rotation Economy

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Inside the Axios supply chain compromise - one RAT to rule them all

Elastic Security Labs released initial triage and detection rules for the Axios supply-chain compromise. This is a detailed analysis of the RAT and payloads. Introduction Elastic Security Labs identified a supply chain compromise of the axios npm package, one of the most depended-upon packages in the JavaScript ecosystem with approximately 100 million weekly downloads. The attacker compromised a maintainer account and published backdoored versions that delivered a cross-platform Remote Access…

axios plain-crypto-js US

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· Elastic Security · Inside the Axios supply chain compromise - one RAT to rule them all

Elastic releases detections for the Axios supply chain compromise

Elastic Security Labs is releasing an initial triage and detection rules for the Axios supply-chain compromise. We have released a detailed analysis on the Axios compromise RAT and payloads. Elastic Security Labs filed a GitHub Security Advisory to the axios repository on March 31, 2026 at 01:50 AM UTC to coordinate disclosure and ensure the maintainers and npm registry could act on the compromised versions. Introduction We are currently tracking a supply chain attack involving malicious Axios…

axios US

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· Elastic Security · Elastic releases detections for the Axios supply chain compromise

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Fake Installers to Monero: A Multi-Tool Mining Operation

Introduction Elastic Security Labs has been tracking a financially motivated operation, designated REF1695, that has been active since at least late 2023. The operator deploys a combination of RATs, cryptominers, and custom XMRig loaders through fake installer packages. Across all observed campaigns, the infection chains share a consistent packing technique, overlapping C2 infrastructure, and common social engineering patterns, linking them to a single operator. Beyond cryptomining, the threat…

US

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· Elastic Security · Fake Installers to Monero: A Multi-Tool Mining Operation

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Elastic Security Labs uncovers BRUSHWORM and BRUSHLOGGER

Key takeaways A South Asian financial institution was targeted with two custom malware components: a modular backdoor (BRUSHWORM) and a keylogger (BRUSHLOGGER) BRUSHWORM features anti-analysis checks, AES-CBC encrypted configuration, scheduled task persistence, modular DLL payload downloading, USB worm propagation, and broad file theft targeting documents, spreadsheets, email archives, and source code The keylogger masquerades as libcurl via DLL side-loading, capturing system-wide keystrokes…

finance US

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· Elastic Security · Elastic Security Labs uncovers BRUSHWORM and BRUSHLOGGER

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Illuminating VoidLink: Technical analysis of the VoidLink rootkit framework

Introduction During a recent investigation, we came across a data dump containing source code, compiled binaries, and deployment scripts for the kernel rootkit components of VoidLink, a cloud-native Linux malware framework first documented by Check Point Research in January 2026. Check Point's analysis revealed VoidLink to be a sophisticated, modular command-and-control framework written in Zig, featuring cloud-environment detection, a plugin ecosystem of over 30 modules, and multiple rootkit…

US

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· Elastic Security · Illuminating VoidLink: Technical analysis of the VoidLink rootkit framework

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.

obrana veřejná správa JP

tg: varování tg: rozbor tp: malware tp: dodavatelský řetězec tp: špionáž

· Trend Micro · Pawn Storm Campaign Deploys PRISMEX, Targets Government and Critical Infrastructure Entities

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