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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 3913 to 3924 of 6928 threat reports

Anthropic's Claude Mythos AI Uncovers Thousands of Zero-Day Vulnerabilities
Computer Software/Engineering6 months ago

Anthropic's Claude Mythos AI Uncovers Thousands of Zero-Day Vulnerabilities

In April 2026, Anthropic unveiled its advanced AI model, Claude Mythos Preview, which autonomously identified thousands of zero-day vulnerabilities across major operating systems and web browsers. Notably, the model discovered a 27-year-old bug in OpenBSD and a 16-year-old flaw in FFmpeg's H.264 codec. Due to the potential risks associated with these findings, Anthropic restricted access to the model, collaborating with over 50 organizations, including tech giants like Amazon, Google, and Microsoft, under Project Glasswing to address and patch these vulnerabilities. This incident underscores the dual-edged nature of AI in cybersecurity, highlighting its potential to both uncover and exploit critical software flaws. The rapid advancements in AI capabilities necessitate a reevaluation of security protocols and the development of robust safeguards to prevent misuse. Organizations must stay vigilant and adapt to the evolving threat landscape shaped by AI-driven tools.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
FBI and Indonesian Police Dismantle W3LL Phishing Network Behind $20M Fraud Attempts
Banking/Mortgage6 months ago

FBI and Indonesian Police Dismantle W3LL Phishing Network Behind $20M Fraud Attempts

In April 2026, the FBI Atlanta Field Office, in collaboration with the Indonesian National Police, dismantled a sophisticated global phishing operation centered around the W3LL phishing kit. This toolkit enabled cybercriminals to create counterfeit login pages, deceiving victims into divulging their credentials. Priced at approximately $500, the kit facilitated the theft of thousands of account credentials and was linked to over $20 million in attempted fraud. Authorities detained the alleged developer, identified as G.L., and seized key domains associated with the operation. The W3LL phishing kit was a comprehensive cybercrime platform that allowed criminals to impersonate legitimate login pages, capturing usernames, passwords, and session data. This capability enabled attackers to bypass multi-factor authentication and maintain unauthorized access to accounts. The operation also included an online marketplace, W3LLSTORE, which facilitated the sale of over 25,000 compromised accounts between 2019 and 2023. Even after W3LLSTORE's shutdown in 2023, the phishing activities continued through encrypted messaging platforms, targeting more than 17,000 victims worldwide between 2023 and 2024.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
JanelaRAT Malware: A Growing Threat to Latin American Banks in 2025
Banking/Mortgage6 months ago

JanelaRAT Malware: A Growing Threat to Latin American Banks in 2025

In 2025, Latin American financial institutions, particularly in Brazil and Mexico, faced a significant surge in cyber threats, notably from the JanelaRAT malware. This sophisticated malware, a modified variant of the BX RAT trojan, was designed to steal financial and cryptocurrency data by capturing window titles, tracking mouse inputs, logging keystrokes, taking screenshots, and collecting system metadata. The attackers employed DLL side-loading techniques to evade detection, leveraging legitimate executables to load the malicious payload. The campaign's focus on Latin American banks underscores the region's growing vulnerability to targeted cyber attacks. ([thehackernews.com](https://thehackernews.com/2023/08/new-financial-malware-janelarat-targets.html?utm_source=openai)) The rise of JanelaRAT coincided with a broader increase in cyber threats across Latin America. Reports indicated a 155% increase in social engineering scams and a 225% rise in malware attacks in 2025. ([biocatch.com](https://www.biocatch.com/press-release/latin-american-banks-see-155-increase-in-scam-attempts?hs_amp=true&utm_source=openai)) This trend highlights the evolving tactics of cybercriminals who are increasingly targeting financial institutions in the region, emphasizing the urgent need for enhanced cybersecurity measures and cross-institution collaboration to mitigate these threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
Lumma Stealer Disruption: A Landmark Victory Against Infostealer Malware
Health Care / Life Sciences6 months ago

Lumma Stealer Disruption: A Landmark Victory Against Infostealer Malware

In May 2025, a coordinated effort by the U.S. Department of Justice and Microsoft led to the disruption of Lumma Stealer, a prolific infostealer malware operating under a malware-as-a-service model since late 2022. Lumma Stealer was responsible for exfiltrating sensitive data, including browser credentials and cryptocurrency wallets, from numerous organizations worldwide. The takedown involved seizing over 2,300 malicious domains and dismantling the malware's command-and-control infrastructure, significantly hindering its operations. ([malwarebytes.com](https://www.malwarebytes.com/blog/news/2025/05/lumma-information-stealer-infrastructure-disrupted?utm_source=openai)) This disruption underscores the growing threat posed by infostealer malware and highlights the importance of collaborative efforts between law enforcement and private sector entities in combating cybercrime. Organizations are urged to enhance their cybersecurity measures to protect against similar threats, as the infostealer landscape continues to evolve with new variants and distribution methods. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2025/05/21/lumma-stealer-breaking-down-the-delivery-techniques-and-capabilities-of-a-prolific-infostealer/?msockid=3d81ed128ed2696826fafba28f5168a7&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
SentinelOne's AI EDR Thwarts Zero-Day Supply Chain Attack Involving Anthropic's Claude AI
Computer Software/Engineering6 months ago

SentinelOne's AI EDR Thwarts Zero-Day Supply Chain Attack Involving Anthropic's Claude AI

In March 2026, SentinelOne's AI-driven Endpoint Detection and Response (EDR) system autonomously identified and halted a zero-day supply chain attack involving a trojanized version of LiteLLM, a widely used proxy for LLM API calls. The compromised package, updated by Anthropic's Claude AI coding assistant without human intervention, attempted to execute malicious Python code across multiple customer environments. SentinelOne's Singularity Platform detected and blocked the payload before execution, preventing data theft, persistence, Kubernetes lateral movement, and encrypted exfiltration within hours of the attack's initiation. This incident underscores the escalating sophistication of supply chain attacks, particularly those exploiting AI-driven development tools. The rapid detection and mitigation by autonomous security systems highlight the necessity for organizations to adopt AI-native defenses capable of operating at machine speed to counteract evolving cyber threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
Identity-Based Attacks: The Predominant Cyber Threat in 2026
Information Technology/IT6 months ago

Identity-Based Attacks: The Predominant Cyber Threat in 2026

In 2026, identity-based attacks have emerged as the predominant cyber threat, with 67% of incidents involving compromised credentials, session tokens, or other forms of digital identity. Attackers increasingly exploit legitimate access methods, bypassing traditional security measures to infiltrate systems undetected. This shift underscores the critical need for organizations to enhance identity security protocols and adopt continuous monitoring strategies to detect and mitigate unauthorized access. The rise of identity-driven intrusions is further exacerbated by the integration of AI technologies, which enable adversaries to automate and scale their attacks more effectively. As a result, businesses must prioritize robust identity governance and implement advanced detection mechanisms to safeguard against these evolving threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
ArcaneDoor 2024: Unveiling the Cisco ASA Zero-Day Exploitation
Financial Services6 months ago

ArcaneDoor 2024: Unveiling the Cisco ASA Zero-Day Exploitation

In early 2024, a sophisticated cyber espionage campaign, dubbed 'ArcaneDoor,' targeted Cisco Adaptive Security Appliance (ASA) and Firepower Threat Defense (FTD) software. Attackers exploited zero-day vulnerabilities—CVE-2024-20353 and CVE-2024-20359—to implant malware, execute arbitrary code, and potentially exfiltrate data. The campaign primarily affected government entities, leveraging the compromised devices as persistent footholds within networks. ([techtarget.com](https://www.techtarget.com/searchsecurity/news/366582137/Cisco-zero-day-flaws-in-ASA-FTD-software-under-attack?utm_source=openai)) This incident underscores the critical need for organizations to promptly apply security patches and maintain up-to-date systems. The exploitation of edge devices highlights a growing trend where attackers focus on perimeter infrastructure to gain initial access, emphasizing the importance of comprehensive security strategies that encompass both endpoint and network defenses.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
APT41's 2026 Cloud Credential Theft: A Wake-Up Call for Cloud Security
Information Technology/IT6 months ago

APT41's 2026 Cloud Credential Theft: A Wake-Up Call for Cloud Security

In early 2026, the Chinese state-sponsored threat group APT41 launched a sophisticated campaign targeting Linux-based cloud environments across AWS, Google Cloud Platform, Microsoft Azure, and Alibaba Cloud. Utilizing an undetectable ELF backdoor, the group harvested cloud credentials and metadata, enabling unauthorized access and potential data exfiltration. The malware employed typosquatting techniques and covert command-and-control channels over SMTP port 25, effectively evading traditional detection mechanisms. This incident underscores the evolving tactics of APT41, highlighting their focus on cloud infrastructure and the challenges in detecting such advanced persistent threats. Organizations must enhance their cloud security measures, monitor for anomalous activities, and implement robust detection strategies to mitigate similar threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
FreePBX 2026: INJ3CTOR3's EncystPHP Web Shell Exploitation
Telecommunications6 months ago

FreePBX 2026: INJ3CTOR3's EncystPHP Web Shell Exploitation

In early 2026, over 900 Sangoma FreePBX instances were compromised through the exploitation of a post-authentication command injection vulnerability, CVE-2025-64328. This flaw allowed attackers, notably the INJ3CTOR3 group, to deploy the EncystPHP web shell, enabling remote command execution and persistent access. The majority of affected systems were located in the United States, with significant numbers also in Brazil, Canada, Germany, and France. The exploitation led to unauthorized outbound calls and potential lateral movement within networks. This incident underscores the critical importance of promptly applying security patches and restricting administrative access to trusted networks. The widespread nature of these attacks highlights the ongoing threat to VoIP infrastructures and the necessity for organizations to implement robust security measures to protect against such vulnerabilities.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
GitHub Actions Supply Chain Attack 2025: Lessons Learned
Computer Software/Engineering6 months ago

GitHub Actions Supply Chain Attack 2025: Lessons Learned

In March 2025, a significant supply chain attack targeted GitHub Actions, specifically compromising the widely-used 'tj-actions/changed-files' repository. Attackers injected malicious code into this action, causing it to expose sensitive secrets from Continuous Integration/Continuous Deployment (CI/CD) workflows by printing them into public logs. This breach, identified as CVE-2025-30066, affected thousands of repositories relying on the compromised action, leading to potential unauthorized access and data breaches. This incident underscores the escalating threats to software supply chains, particularly within CI/CD environments. It highlights the critical need for organizations to implement stringent security measures, such as pinning dependencies to specific versions, regularly auditing third-party components, and enhancing monitoring of CI/CD pipelines to detect and mitigate such vulnerabilities promptly.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
GitHub's 2025 Open Source Vulnerability Report: Key Insights
Computer Software/Engineering6 months ago

GitHub's 2025 Open Source Vulnerability Report: Key Insights

In 2025, GitHub's Advisory Database reported 4,101 reviewed advisories, marking the lowest count since 2021. This decline is attributed to a reduction in backfilling older vulnerabilities, while newly reported vulnerabilities increased by 19% year-over-year. Notably, npm malware advisories surged by 69%, driven by large-scale campaigns like SHA1-Hulud. Additionally, there was a significant rise in vulnerabilities related to resource exhaustion, unsafe deserialization, and server-side request forgery. These trends underscore the evolving threat landscape in open-source software. ([github.blog](https://github.blog/security/supply-chain-security/a-year-of-open-source-vulnerability-trends-cves-advisories-and-malware/?utm_source=openai)) The current relevance of this incident lies in the persistent and growing threats targeting open-source ecosystems. The increase in new vulnerabilities and sophisticated malware campaigns highlights the need for continuous vigilance and proactive security measures among developers and organizations relying on open-source components.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Marimo 2026 Pre-Auth RCE Vulnerability Exploited
Information Technology/IT6 months ago

Marimo 2026 Pre-Auth RCE Vulnerability Exploited

In April 2026, a critical pre-authentication remote code execution (RCE) vulnerability, identified as CVE-2026-39987, was discovered in Marimo, a popular open-source Python notebook platform. This flaw allowed unauthenticated attackers to gain full PTY shell access via the /terminal/ws WebSocket endpoint, enabling arbitrary system command execution. Exploitation was observed within 10 hours of public disclosure, with attackers swiftly leveraging the vulnerability to exfiltrate sensitive information. The issue affected all Marimo versions up to 0.20.4 and was addressed in version 0.23.0. ([thehackernews.com](https://thehackernews.com/2026/04/marimo-rce-flaw-cve-2026-39987.html?utm_source=openai)) The rapid exploitation of CVE-2026-39987 underscores the critical need for immediate patching and vigilant monitoring of open-source tools. This incident highlights the growing trend of attackers targeting vulnerabilities in widely-used development platforms, emphasizing the importance of proactive security measures in software development environments.

Critical impact

Kill Chain

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

Security Research & Insights

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

All Research Articles

Market Perspectives

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

Read All Blogs

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.

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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 CenterQuick AssessmentAssess My Blast Radius
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.

Free Containment AssessmentUnder Active Attack?
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