STRUCTURED THREAT INTELLIGENCE FOR THE CLOUD COMMUNITY

Aviatrix Threat Research Center

Cloud breaches are accelerating — across identities, workloads, supply chains, and cloud-native services. In the Containment Era, understanding how a breach unfolds is how you architect to stop it.

The Aviatrix Threat Research Center provides security teams with:

A structured understanding of how breaches unfold — kill chain, ATT&CK techniques, CVEs, and IOCs in a consistent format.
What attackers exploited, and which enforcement gaps let them move.
Where workload-level controls would have broken the attack chain — including paths that posture tools and endpoint detection don't model.

Kill Chain Coverage

ATT&CK Mapped

Real-World IOCs

Threat ReportsLive Intelligence

Recent Breaches, Security Incidents & Vulnerabilities

A unified view of real-world cloud threats — combining AI-powered analysis, security research, and expert perspectives through a consistent, cloud-specific framework.

AI-Powered Threat Analysis

Agentic AI that analyzes real-world attacks — across security incidents, breaches, and exploited vulnerabilities — to produce structured, actionable intelligence.

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Displaying 4837 to 4848 of 6939 threat reports

Computer Software/Engineering9 months ago

Critical GitLab Vulnerability CVE-2023-7028 Exploited in the Wild

In January 2024, GitLab disclosed a critical vulnerability (CVE-2023-7028) affecting versions 16.1.0 through 16.7.1 of its Community and Enterprise Editions. This flaw allowed attackers to send password reset emails to unverified email addresses, enabling account takeovers without user interaction. Exploitation of this vulnerability could lead to unauthorized access to sensitive data, code repositories, and potential supply chain attacks. ([arstechnica.com](https://arstechnica.com/security/2024/05/0-click-gitlab-hijacking-flaw-under-active-exploit-with-thousands-still-unpatched/?utm_source=openai)) The U.S. Cybersecurity and Infrastructure Security Agency (CISA) added CVE-2023-7028 to its Known Exploited Vulnerabilities catalog in May 2024, indicating active exploitation in the wild. Organizations using affected GitLab versions were urged to apply patches immediately to mitigate the risk of account hijacking and associated threats. ([computerweekly.com](https://www.computerweekly.com/news/366583457/Patch-GitLab-vuln-without-delay-users-warned?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Information Technology/IT9 months ago

SolarWinds Web Help Desk 2026 Untrusted Data Deserialization RCE

In January 2026, a critical vulnerability (CVE-2025-40551) was discovered in SolarWinds Web Help Desk (WHD), allowing unauthenticated remote code execution through untrusted data deserialization. Exploitation of this flaw enables attackers to execute arbitrary commands on the host system, potentially leading to full system compromise. SolarWinds released WHD version 2026.1 on January 28, 2026, addressing this and other vulnerabilities. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/cve-2025-40551?utm_source=openai)) The inclusion of CVE-2025-40551 in CISA's Known Exploited Vulnerabilities catalog underscores the urgency for organizations to apply the patch promptly. This incident highlights the persistent threat posed by deserialization vulnerabilities and the importance of timely software updates to mitigate such risks. ([securityweek.com](https://www.securityweek.com/fresh-solarwinds-vulnerability-exploited-in-attacks/?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering9 months ago

Eclipse Foundation's 2025 Response to Unauthorized Extension Uploads

In May 2025, the Eclipse Foundation identified a vulnerability in the Open VSX Registry's automated publishing system, potentially allowing unauthorized extension uploads. The flaw, reported by Koi Security researchers, involved inadequate isolation in build scripts, exposing a privileged token that could be exploited to publish extensions under any namespace. The issue was promptly addressed, with a fix deployed by June 24, 2025, and a comprehensive audit confirming no evidence of exploitation. As a precaution, 81 extensions were deactivated. This incident underscores the critical importance of securing automated processes in software supply chains to prevent unauthorized access and maintain trust in open-source ecosystems. The Eclipse Foundation has since implemented enhanced security measures, including sandboxing build processes and enforcing stricter credential management, to mitigate similar risks in the future.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Information Technology/IT9 months ago

Understanding the n8n 2026 Authenticated RCE Vulnerability

In early 2026, multiple critical vulnerabilities were identified in n8n, an open-source workflow automation platform. These flaws, collectively tracked as CVE-2026-25049, allowed authenticated users with permissions to create or modify workflows to execute arbitrary system commands on the host server. Exploitation of these vulnerabilities could lead to full system compromise, including unauthorized access to sensitive data and potential lateral movement within connected systems. The issues were addressed in versions 1.123.17 and 2.5.2, released in January 2026. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/critical-n8n-flaws-disclosed-along-with-public-exploits/?utm_source=openai)) This incident underscores the importance of rigorous input validation and sandboxing mechanisms in software development. It also highlights the necessity for organizations to promptly apply security patches to mitigate risks associated with known vulnerabilities.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(medium)

IImpact(low)

Read report

Government Administration9 months ago

NGINX Server Compromise 2026: Understanding the Traffic Redirection Attack

In early February 2026, a sophisticated cyberattack targeted NGINX servers, leading to unauthorized redirection of user traffic through attacker-controlled infrastructure. The threat actors exploited vulnerabilities in NGINX configurations, particularly by injecting malicious 'location' blocks into existing configuration files. This manipulation allowed them to intercept and reroute incoming requests without triggering standard security alerts, as the abuse leveraged legitimate directives like 'proxy_pass'. The campaign primarily affected websites with Asian top-level domains and government and educational institutions, compromising the integrity and confidentiality of user data. This incident underscores the critical need for organizations to regularly audit and secure their web server configurations. The attackers' method of embedding malicious instructions within NGINX configuration files highlights the evolving sophistication of cyber threats and the importance of proactive defense measures to prevent similar breaches.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(medium)

IImpact(high)

Read report

Computer Software/Engineering9 months ago

Microsoft Warns of Python Infostealers Targeting macOS via Fake Ads and Installers

In late 2025, Microsoft observed a surge in macOS-targeted information-stealing campaigns leveraging Python-based malware. Attackers employed social engineering tactics, including malicious advertisements and fake installers, to distribute infostealers like Atomic macOS Stealer (AMOS), MacSync, and DigitStealer. These campaigns utilized fileless execution, native macOS utilities, and AppleScript automation to harvest sensitive data such as web browser credentials, iCloud Keychain contents, and developer secrets. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/02/02/infostealers-without-borders-macos-python-stealers-and-platform-abuse/?utm_source=openai)) This trend underscores a significant shift in cyber threats, with attackers expanding their focus beyond Windows to target macOS environments. The use of cross-platform languages like Python facilitates rapid adaptation of malware across different operating systems, posing increased risks to organizations with diverse device ecosystems. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/02/02/infostealers-without-borders-macos-python-stealers-and-platform-abuse/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(low)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Government Administration9 months ago

Amaranth-Dragon's 2025 Exploitation of WinRAR Vulnerability: A Cybersecurity Wake-Up Call

In 2025, the China-linked cyber espionage group Amaranth-Dragon exploited a critical vulnerability in WinRAR (CVE-2025-8088) to target government and law enforcement agencies across Southeast Asia. By crafting malicious RAR archives, they executed arbitrary code upon extraction, leading to unauthorized access and data exfiltration. The campaigns were highly controlled, leveraging spear-phishing emails with tailored lures related to regional political developments, and utilized cloud platforms like Dropbox to distribute the malicious files. The exploitation of this vulnerability underscores the persistent threat posed by nation-state actors and the importance of timely software updates. Despite the release of WinRAR version 7.13, which addressed the flaw, many users remained vulnerable due to delayed patching. This incident highlights the critical need for organizations to maintain up-to-date software and implement robust security measures to defend against sophisticated cyber threats.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(medium)

IImpact(medium)

Read report

Financial Services9 months ago

DEAD#VAX Malware Campaign: A New Era of Fileless Attacks

In early February 2026, cybersecurity researchers uncovered a sophisticated malware campaign named DEAD#VAX, which utilized phishing emails to distribute Virtual Hard Disk (VHD) files hosted on the InterPlanetary File System (IPFS). These VHD files, disguised as PDF documents, contained obfuscated scripts that, upon execution, deployed AsyncRAT—a remote access trojan—into trusted Windows processes entirely in memory, leaving minimal forensic traces on disk. This method allowed attackers to gain extensive control over compromised systems, facilitating surveillance and data exfiltration. The campaign's use of decentralized file hosting and fileless execution techniques highlights a significant evolution in malware delivery and evasion strategies. ([thehackernews.com](https://thehackernews.com/2026/02/deadvax-malware-campaign-deploys.html?utm_source=openai)) The DEAD#VAX campaign underscores a growing trend among cybercriminals to exploit legitimate system features and decentralized technologies to bypass traditional security measures. The reliance on IPFS for hosting malicious payloads and the employment of fileless malware execution present new challenges for detection and mitigation, emphasizing the need for advanced threat intelligence and adaptive defense mechanisms in the face of evolving cyber threats. ([thehackernews.com](https://thehackernews.com/2026/02/deadvax-malware-campaign-deploys.html?utm_source=openai))

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Computer Software/Engineering9 months ago

Microsoft's New Scanner Bolsters AI Security by Detecting LLM Backdoors

In February 2026, Microsoft unveiled a lightweight scanner designed to detect backdoors in open-weight large language models (LLMs). This tool identifies malicious alterations by analyzing three key behavioral signals: distinctive attention patterns triggered by specific inputs, unintended data memorization, and activation by multiple similar triggers. The scanner operates efficiently without requiring additional model training or prior knowledge of potential backdoors, making it applicable across various GPT-style models. However, it necessitates access to model files and is most effective against deterministic backdoors. This development underscores Microsoft's commitment to enhancing AI security and trustworthiness. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/02/04/detecting-backdoored-language-models-at-scale/?utm_source=openai)) The release of this scanner is particularly timely given the increasing integration of LLMs into critical applications. Recent research highlights the ease with which backdoors can be embedded into AI models, even with minimal malicious data. ([arstechnica.com](https://arstechnica.com/ai/2025/10/ai-models-can-acquire-backdoors-from-surprisingly-few-malicious-documents/?utm_source=openai)) Microsoft's proactive approach addresses these emerging threats, aiming to safeguard AI systems from covert manipulations that could compromise their integrity and reliability.

Low impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Financial Services9 months ago

Unveiling the Rublevka Team: A Deep Dive into the 2023 Crypto Wallet Draining Operation

In 2023, the cybercriminal group known as 'Rublevka Team' orchestrated large-scale cryptocurrency thefts, amassing over $10 million through affiliate-driven wallet draining campaigns. Operating as a 'traffer team,' they utilized a network of social engineering specialists to direct victims to malicious landing pages. These pages, impersonating legitimate crypto services, deployed custom JavaScript scripts that tricked users into connecting their wallets and authorizing fraudulent transactions. The group's fully automated infrastructure provided affiliates with tools such as Telegram bots, landing page generators, and support for over 90 wallet types, enabling high-volume scams with minimal oversight. This incident underscores the evolving threat landscape in the cryptocurrency sector, highlighting the shift towards scalable, service-based cybercrime models. The Rublevka Team's operations pose significant risks to cryptocurrency platforms, fintech providers, and brands, emphasizing the need for proactive monitoring and defense strategies to protect customers and maintain trust.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering9 months ago

GlassWorm Malware Compromises Open VSX Registry in 2026 Supply Chain Attack

In late January 2026, a sophisticated supply chain attack compromised the Open VSX Registry, an open-source marketplace for Visual Studio Code extensions. Threat actors gained unauthorized access to a trusted developer's account, 'oorzc,' and injected malicious code into four widely-used extensions: FTP/SFTP/SSH Sync Tool, I18n Tools, vscode mindmap, and scss to css. These extensions, collectively downloaded over 22,000 times, delivered the GlassWorm malware, which targeted macOS systems to exfiltrate sensitive data, including browser credentials, cryptocurrency wallets, and developer secrets. The malware employed advanced evasion techniques, such as locale checks to avoid Russian systems and utilizing the Solana blockchain for command-and-control communications. ([thehackernews.com](https://thehackernews.com/2026/02/open-vsx-supply-chain-attack-used.html?utm_source=openai)) This incident underscores the escalating threat of supply chain attacks within the developer ecosystem. The exploitation of trusted extensions highlights the need for enhanced security measures in open-source platforms. Organizations must prioritize the integrity of their development tools and implement robust monitoring to detect unauthorized modifications promptly.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Government Administration9 months ago

APT28's Operation Neusploit: Exploiting Microsoft Office Zero-Day in 2026

In January 2026, the Russian state-sponsored group APT28 launched 'Operation Neusploit,' targeting users in Ukraine, Slovakia, and Romania. They exploited CVE-2026-21509, a vulnerability in Microsoft Office, by sending specially crafted Rich Text Format (RTF) documents via phishing emails. Opening these documents triggered a multi-stage infection chain, deploying malware such as MiniDoor, an Outlook email stealer, and PixyNetLoader, which installed the Covenant Grunt implant for command-and-control operations. Microsoft released an out-of-band patch on January 26, 2026, but active exploitation was observed as early as January 29, 2026. This incident underscores the rapid weaponization of newly disclosed vulnerabilities by advanced persistent threat actors and highlights the critical need for organizations to promptly apply security patches. The use of localized social engineering tactics and sophisticated evasion techniques in this campaign reflects an evolving threat landscape, emphasizing the importance of comprehensive cybersecurity measures.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

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Security Research & Insights

Security Research & Insights with human-led deep dives into campaigns and cloud-native TTPs

All Research Articles

exec-13ea3b13-c046-4c3f-bdef-bfc6448ce51d

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Matt Snyder

Oct 26, 202610 min read

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

Matt Snyder

Oct 21, 202613 min read

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Matt Snyder

Oct 21, 202615 min read

Market Perspectives

Market Perspectives offering expert commentary and select breach analysis from industry leaders

Read All Blogs

What Could Have Stopped the 2023 MGM Breach v4

Cloud Native Security Fabric

What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust

Cloud Network Security

John Qian

Jul 31, 20257 min read

Zero Trust

The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures

Scott Leatherman

Jul 23, 202512 min read

Cloud Network Security

HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data

Tom Davis

Jun 25, 20257 min read

How CNSF Protects Cloud Workloads

Cloud attackers don’t rely on a single exploit — they rely on paths.

Once inside, attackers move laterally between workloads, establish command-and-control through egress paths, and exfiltrate data through legitimate cloud services — often before detection tools generate an alert. These paths exist because most security architectures enforce at centralized inspection points, not at every workload. The paths that matter most are the ones that never reach a central firewall.

Aviatrix Cloud Native Security Fabric (CNSF) contains attacks by enforcing policy at every workload communication path — containing blast radius, blocking lateral movement, and cutting off egress before data leaves the environment.

With CNSF, enterprises can:

Contain attack paths at runtime
Gain visibility into east-west and egress workload communication and apply controls that limit lateral movement, unauthorized egress, and uncontrolled trust expansion.
Eliminate blind spots in workload-to-workload traffic
Observe traffic across VPCs/VNets, regions, and cloud providers using cloud native telemetry — including paths that posture tools and point controls don’t model.
Secure modern and AI-driven workloads
Understand how agents, services, and workloads communicate at runtime, and enforce policy to reduce the risk of misuse, over-privileged access, or unintended data flows.
Apply consistent Zero Trust controls without slowing teams
Enforce segmentation, egress control, and encryption centrally across clouds — without agents, application changes, or developer friction.

See Your Attack Paths. Close the Gaps with CNSF.

Blast radius starts where your enforcement stops.

Most security architectures enforce at centralized inspection points. Attackers move between workloads on paths that never reach those points — building blast radius invisibly until detection tools fire, often too late.

The Executive Assistant That Broke the Company Why Shadow AI is the New Cloud Crisis card image

Your assessment delivers:

The Aviatrix Workload Attack Path Assessment (WAPA) analyzes real workload communication using cloud native telemetry to uncover attack paths already present in your environment — and shows how Cloud Native Security Fabric (CNSF) can break those paths with runtime enforcement.

Explore the Workload Attack Path Assessment

Containment Era Intelligence

The threat landscape has changed.
Has your question changed with it?

In March 2026, TeamPCP proved that detection-first architectures cannot contain attacks that move through trusted code, not around defenses. Today’s threat actors don’t break in — they log in, blend in, and expand silently. This command center tracks the evolving threat landscape and helps you measure your Blast Radius — the architectural metric that defines resilience in the Containment Era.

Interactive ToolOpen Threat Command Center Quick AssessmentAssess My Blast Radius

Tracked Campaigns

82%

Intrusions are malware-free

— CrowdStrike GTR 2026

29 min

Avg. eCrime breakout time

— CrowdStrike GTR 2026

27 sec

Fastest observed breakout

— CrowdStrike GTR 2026

This command center tracks 8 active campaigns and measures your Blast Radius: what an attacker can reach once inside your environment.

Contain the Blast Radius

See the attack paths already present in your environment — and where CNSF containment controls would break them.

Free Containment Assessment Under Active Attack?

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

Critical GitLab Vulnerability CVE-2023-7028 Exploited in the Wild

SolarWinds Web Help Desk 2026 Untrusted Data Deserialization RCE

Eclipse Foundation's 2025 Response to Unauthorized Extension Uploads

Understanding the n8n 2026 Authenticated RCE Vulnerability

NGINX Server Compromise 2026: Understanding the Traffic Redirection Attack

Microsoft Warns of Python Infostealers Targeting macOS via Fake Ads and Installers

Amaranth-Dragon's 2025 Exploitation of WinRAR Vulnerability: A Cybersecurity Wake-Up Call

DEAD#VAX Malware Campaign: A New Era of Fileless Attacks

Microsoft's New Scanner Bolsters AI Security by Detecting LLM Backdoors

Unveiling the Rublevka Team: A Deep Dive into the 2023 Crypto Wallet Draining Operation

GlassWorm Malware Compromises Open VSX Registry in 2026 Supply Chain Attack

APT28's Operation Neusploit: Exploiting Microsoft Office Zero-Day in 2026

Security Research & Insights

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Market Perspectives

What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust

The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures

HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data

How CNSF Protects Cloud Workloads

With CNSF, enterprises can:

See Your Attack Paths. Close the Gaps with CNSF.

Your assessment delivers:

The threat landscape has changed.
Has your question changed with it?

Contain the Blast Radius

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Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

Critical GitLab Vulnerability CVE-2023-7028 Exploited in the Wild

SolarWinds Web Help Desk 2026 Untrusted Data Deserialization RCE

Eclipse Foundation's 2025 Response to Unauthorized Extension Uploads

Understanding the n8n 2026 Authenticated RCE Vulnerability

NGINX Server Compromise 2026: Understanding the Traffic Redirection Attack

Microsoft Warns of Python Infostealers Targeting macOS via Fake Ads and Installers

Amaranth-Dragon's 2025 Exploitation of WinRAR Vulnerability: A Cybersecurity Wake-Up Call

DEAD#VAX Malware Campaign: A New Era of Fileless Attacks

Microsoft's New Scanner Bolsters AI Security by Detecting LLM Backdoors

Unveiling the Rublevka Team: A Deep Dive into the 2023 Crypto Wallet Draining Operation

GlassWorm Malware Compromises Open VSX Registry in 2026 Supply Chain Attack

APT28's Operation Neusploit: Exploiting Microsoft Office Zero-Day in 2026

Security Research & Insights

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Market Perspectives

What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust

The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures

HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data

How CNSF Protects Cloud Workloads

With CNSF, enterprises can:

See Your Attack Paths. Close the Gaps with CNSF.

Your assessment delivers:

The threat landscape has changed. Has your question changed with it?

Contain the Blast Radius

The threat landscape has changed.
Has your question changed with it?