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
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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 4885 to 4896 of 6939 threat reports

Notepad++ Supply Chain Attack: A 2025 Case Study

Notepad++ Supply Chain Attack: A 2025 Case Study

Between June and December 2025, the update mechanism of Notepad++, a widely used text editor, was compromised by state-sponsored attackers. These adversaries infiltrated the shared hosting server of notepad-plus-plus.org, allowing them to intercept and redirect update traffic to malicious servers. This redirection led to the distribution of trojanized installers to select users, primarily targeting telecommunications and financial services organizations in East Asia. The attackers maintained access to internal services until December 2, 2025, enabling continued redirection of update traffic even after losing direct server access. ([arstechnica.com](https://arstechnica.com/security/2026/02/notepad-updater-was-compromised-for-6-months-in-supply-chain-attack/?utm_source=openai)) This incident underscores the growing threat of supply chain attacks, where trusted software infrastructure is exploited to distribute malware. Organizations must enhance their security measures, particularly in verifying the integrity of software updates, to mitigate such risks. ([cybernews.com](https://cybernews.com/security/state-sponsored-hackers-behind-notepad-plus-plus-hack/?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
Microsoft Office Zero-Day Vulnerability CVE-2026-21509 Exploited
Financial Services9 months ago

Microsoft Office Zero-Day Vulnerability CVE-2026-21509 Exploited

In January 2026, Microsoft disclosed a high-severity zero-day vulnerability in Microsoft Office, identified as CVE-2026-21509, with a CVSS score of 7.8. This security feature bypass flaw allows unauthorized attackers to circumvent OLE mitigations, potentially leading to the execution of malicious code. The vulnerability affects multiple versions of Microsoft Office, including Office 2016, 2019, LTSC 2021, LTSC 2024, and Microsoft 365 Apps for Enterprise. Microsoft released out-of-band security patches to address this issue, urging users to update their software promptly to mitigate potential risks. ([thehackernews.com](https://thehackernews.com/2026/02/weekly-recap-proxy-botnet-office-zero.html?utm_source=openai)) The exploitation of CVE-2026-21509 underscores the persistent threat posed by zero-day vulnerabilities in widely used software. Organizations are reminded of the critical importance of maintaining up-to-date systems and implementing robust security measures to defend against such exploits. This incident highlights the need for continuous vigilance and prompt response to emerging security threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
OpenClaw's ClawHub Compromised: A 2026 Supply Chain Attack

OpenClaw's ClawHub Compromised: A 2026 Supply Chain Attack

In early 2026, security researchers uncovered a significant supply chain attack within the ClawHub marketplace, a platform for OpenClaw AI assistant extensions. Over 340 malicious 'skills' were identified, many masquerading as cryptocurrency tools, which, upon installation, executed obfuscated commands leading to the deployment of the Atomic macOS Stealer (AMOS) malware. This malware targeted sensitive user data, including browser information and cryptocurrency wallets, affecting both Windows and macOS users. The incident underscores the vulnerabilities in open-source ecosystems and the critical need for rigorous vetting of third-party extensions. The proliferation of such attacks highlights the evolving tactics of cybercriminals, emphasizing the importance of user vigilance and the implementation of robust security measures to protect against sophisticated social engineering and malware distribution strategies.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical OpenClaw Vulnerability Exposes Systems to Remote Code Execution

Critical OpenClaw Vulnerability Exposes Systems to Remote Code Execution

In early February 2026, a critical vulnerability (CVE-2026-25253) was identified in OpenClaw, an open-source AI personal assistant. This flaw allowed attackers to execute remote code on a victim's system by exploiting the application's handling of the 'gatewayUrl' parameter. By crafting a malicious link, attackers could trick users into initiating a WebSocket connection that transmitted authentication tokens without validation, leading to full system compromise. The issue was addressed in version 2026.1.29, released on January 30, 2026. ([thehackernews.com](https://thehackernews.com/2026/02/openclaw-bug-enables-one-click-remote.html?utm_source=openai)) This incident underscores the importance of rigorous input validation and user confirmation mechanisms in software development. The ease of exploitation and the potential for widespread impact highlight the need for organizations to promptly apply security patches and educate users about the risks associated with clicking untrusted links.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Jaguar Land Rover's 2025 Ransomware Ordeal: A Wake-Up Call for the Automotive Industry
Financial Services9 months ago

Jaguar Land Rover's 2025 Ransomware Ordeal: A Wake-Up Call for the Automotive Industry

In early September 2025, Jaguar Land Rover (JLR) experienced a significant ransomware attack attributed to the cybercriminal group Scattered Lapsus$ Hunters. This attack led to a complete halt in vehicle production across JLR's global facilities, including those in the UK, Slovakia, China, India, and Brazil. Employees were instructed to stay home, and the company faced substantial operational disruptions. The attackers, a coalition of groups including Scattered Spider, LAPSUS$, and ShinyHunters, employed sophisticated social engineering tactics to infiltrate JLR's systems, resulting in the encryption of critical data and systems. The incident underscored the vulnerabilities in the automotive industry's cybersecurity defenses and highlighted the evolving threat landscape posed by organized cybercriminal alliances. ([tomshardware.com](https://www.tomshardware.com/tech-industry/cyber-security/jaguar-land-rover-shuts-down-production-due-to-ransomware-attack-scattered-lapsus-usd-hunters-takes-responsibility?utm_source=openai)) This attack is emblematic of a broader trend where cybercriminal groups are forming alliances to enhance their capabilities and impact. The collaboration between Scattered Spider, LAPSUS$, and ShinyHunters into the Scattered Lapsus$ Hunters collective signifies a shift towards more organized and aggressive cyber extortion strategies. Organizations across industries must recognize the increasing sophistication of these threats and bolster their cybersecurity measures accordingly. ([techradar.com](https://www.techradar.com/pro/security/three-of-the-biggest-cybercrime-gangs-around-appear-to-be-teaming-up-which-could-be-bad-news-for-all-of-us?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
ShinyHunters' Exploitation of Salesforce: A 2025 Data Breach Analysis

ShinyHunters' Exploitation of Salesforce: A 2025 Data Breach Analysis

In mid-2025, the cybercriminal group ShinyHunters orchestrated a series of sophisticated attacks targeting Salesforce instances across multiple organizations. Utilizing voice phishing (vishing) techniques, attackers impersonated IT support staff to deceive employees into authorizing malicious connected applications within their Salesforce environments. This strategy granted the attackers unauthorized access to vast amounts of sensitive customer data, including personally identifiable information (PII) and corporate records. Notable victims included Google, Workday, and Qantas, with data breaches exposing millions of records. The stolen data was subsequently used for extortion, with threats to publicly release the information unless ransom demands were met. ([forbes.com](https://www.forbes.com/councils/forbestechcouncil/2025/12/03/shinyhunters-salesloft-drift-and-the-case-for-dynamic-saas-security/?utm_source=openai)) This incident underscores a significant shift in cybercriminal tactics, highlighting the increasing reliance on social engineering methods to exploit human vulnerabilities within organizations. The collaboration between ShinyHunters and other threat actors, such as Scattered Spider, indicates a trend towards more coordinated and aggressive cyberattacks. Organizations are urged to enhance their security awareness programs, implement robust multi-factor authentication protocols, and scrutinize third-party integrations to mitigate the risk of similar breaches. ([cyberpress.org](https://cyberpress.org/shinyhunters-salesforce-hack/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Quest KACE Desktop Authority 2025: Addressing Insecure Named Pipe Permissions

Quest KACE Desktop Authority 2025: Addressing Insecure Named Pipe Permissions

In January 2026, a security vulnerability (CVE-2025-67813) was identified in Quest KACE Desktop Authority versions up to 11.3.1. The issue involved insecure permissions on named pipes used for inter-process communication, potentially allowing unauthorized local users to access these pipes, leading to unintended interactions or privilege escalation within the application context. Quest addressed this vulnerability by releasing version 11.3.2 on November 3, 2025, which rectified the insecure permissions. Organizations using affected versions are urged to upgrade to the latest release to mitigate this risk. ([support.quest.com](https://support.quest.com/kace-desktop-authority/kb/4381743/quest-kace-desktop-authority-insecure-named-pipe-permissions-cve-2025-67813?utm_source=openai)) This incident underscores the critical importance of securing inter-process communication channels and implementing proper access controls to prevent unauthorized access and potential privilege escalation.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
AI Coding Assistants Found Exfiltrating Code to China in 2026

AI Coding Assistants Found Exfiltrating Code to China in 2026

In January 2026, security researchers uncovered that two AI coding assistant extensions, 'ChatGPT - 中文版' and 'ChatMoss (CodeMoss)', available on the Visual Studio Code Marketplace, were surreptitiously exfiltrating developers' source code to servers in China. These extensions, collectively installed by approximately 1.5 million users, functioned as advertised but secretly transmitted entire file contents and user data without consent. The campaign, dubbed 'MaliciousCorgi', exploited the trust developers place in marketplace extensions, leading to significant exposure of proprietary code and sensitive information. This incident underscores the escalating risks associated with supply chain attacks targeting developer tools. The widespread adoption of AI-powered extensions, combined with insufficient vetting processes in extension marketplaces, has created a fertile ground for malicious actors. Organizations must prioritize stringent security assessments of third-party tools to safeguard intellectual property and maintain operational integrity.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
MongoDB's 2025 MongoBleed Vulnerability: A Wake-Up Call for Database Security
Financial Services9 months ago

MongoDB's 2025 MongoBleed Vulnerability: A Wake-Up Call for Database Security

In December 2025, a critical vulnerability known as MongoBleed (CVE-2025-14847) was discovered in MongoDB servers, allowing unauthenticated attackers to extract sensitive data from server memory. This flaw, stemming from improper handling of compressed network packets, exposed credentials, API keys, and personal information. Despite the release of patches, over 87,000 MongoDB instances remained vulnerable, leading to active exploitation and data breaches. ([cyberinsider.com](https://cyberinsider.com/over-87000-mongodb-instances-remain-exposed-to-mongobleed-attacks/?utm_source=openai)) The rapid exploitation of MongoBleed underscores the persistent risks associated with unpatched software and misconfigured databases. Organizations must prioritize timely updates and robust security configurations to mitigate such vulnerabilities.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
ShinyHunters Exploit SSO Vulnerabilities in 2026 Vishing Attacks
Financial Services9 months ago

ShinyHunters Exploit SSO Vulnerabilities in 2026 Vishing Attacks

In January 2026, the cybercriminal group ShinyHunters orchestrated a series of sophisticated voice phishing (vishing) attacks targeting single sign-on (SSO) credentials across multiple organizations. By impersonating IT support personnel, they deceived employees into providing their SSO credentials and multi-factor authentication (MFA) codes on counterfeit login portals. This enabled unauthorized access to various connected SaaS applications, including Salesforce, Microsoft 365, and Slack, leading to significant data breaches. Notable companies such as Panera Bread, Crunchbase, and Betterment confirmed unauthorized access and data exfiltration resulting from these attacks. ([zerofox.com](https://www.zerofox.com/intelligence/flash-report-shinyhunters-sso-phishing-campaign/?utm_source=openai)) This incident underscores the evolving threat landscape where attackers combine social engineering with advanced phishing techniques to bypass MFA protections. The widespread adoption of SSO systems amplifies the potential impact of such breaches, as compromising a single account can grant access to multiple platforms. Organizations must enhance their security awareness training and implement robust monitoring to detect and mitigate such sophisticated attacks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Instagram's 2026 Private Profile Photo Leak: A Privacy Wake-Up Call

Instagram's 2026 Private Profile Photo Leak: A Privacy Wake-Up Call

In October 2025, security researcher Jatin Banga discovered a vulnerability in Instagram's private account feature, where private profile photos and captions were embedded in publicly accessible server responses. This flaw allowed unauthenticated users to access content intended for approved followers. Banga reported the issue to Meta on October 12, 2025, and although Meta initially classified it as a CDN caching problem, the exploit ceased functioning around October 16, 2025. However, Meta later closed the case as 'not applicable,' stating the vulnerability could not be reproduced. This incident underscores the critical importance of rigorous authorization checks in web applications to prevent unauthorized data exposure. Organizations must ensure that private content remains inaccessible to unauthorized users, as such vulnerabilities can lead to significant privacy breaches and erode user trust.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Cloud Storage Payment Scam 2026: A Global Phishing Threat
Financial Services9 months ago

Cloud Storage Payment Scam 2026: A Global Phishing Threat

In late 2025 and early 2026, a widespread phishing campaign targeted users globally with fraudulent emails claiming their cloud storage subscriptions were at risk due to payment failures. These emails, often personalized with the recipient's name, warned of imminent data loss and urged immediate action. Victims who clicked on the provided links were redirected to phishing sites mimicking legitimate cloud service portals, where they were prompted to enter sensitive information or make payments. The attackers exploited users' fears of losing valuable data to steal personal and financial information. This incident underscores the increasing sophistication of phishing attacks, particularly those leveraging social engineering tactics to impersonate trusted services. The prevalence of such scams highlights the critical need for heightened vigilance and robust cybersecurity measures to protect against evolving threats.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(medium)
IImpact(low)
Read report

Security Research & Insights

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

Market Perspectives

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

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.

Utilize the Network Layer

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.

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.

8
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.

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