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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 3265 to 3276 of 6917 threat reports

AI-Driven Vulnerability Discovery: Transforming Cybersecurity in 2026
Financial Services5 months ago

AI-Driven Vulnerability Discovery: Transforming Cybersecurity in 2026

In April 2026, Anthropic's AI model, Mythos, identified thousands of previously unknown vulnerabilities across major operating systems and web browsers, including a 27-year-old flaw in OpenBSD. This unprecedented discovery underscores the transformative impact of AI in cybersecurity, enabling rapid identification of critical vulnerabilities that had remained undetected for decades. ([ibm.com](https://www.ibm.com/think/insights/the-mythos-moment-when-discovery-outpaces-defense?utm_source=openai)) The rapid pace of AI-driven vulnerability discovery has compressed the timeline between identification and potential exploitation, necessitating immediate and robust defensive measures. Organizations must adapt to this accelerated threat landscape by integrating AI-powered tools into their security protocols to effectively manage and mitigate emerging risks. ([sans.org](https://www.sans.org/press/announcements/emergency-strategy-briefing-ai-driven-vulnerability-discovery-compresses-exploit-timelines?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
CISA Contractor's GitHub Repository Exposes Sensitive AWS Credentials
Government Administration5 months ago

CISA Contractor's GitHub Repository Exposes Sensitive AWS Credentials

In May 2026, a contractor for the Cybersecurity & Infrastructure Security Agency (CISA) inadvertently exposed highly sensitive credentials by maintaining a public GitHub repository named "Private-CISA." This repository contained administrative credentials for three AWS GovCloud accounts, plaintext passwords for numerous internal CISA systems, and detailed internal documentation on software development processes. The exposure persisted for approximately six months before being discovered by a security researcher from GitGuardian, who alerted CISA. The repository was subsequently taken offline, and an investigation was initiated to assess potential impacts. This incident underscores the critical importance of stringent security practices in managing sensitive information, especially within organizations tasked with national cybersecurity. It highlights the risks associated with improper handling of credentials and the necessity for robust oversight and compliance measures to prevent similar exposures in the future.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Claw Chain Vulnerabilities: A Wake-Up Call for AI Agent Security
Computer Software/Engineering5 months ago

Claw Chain Vulnerabilities: A Wake-Up Call for AI Agent Security

In April 2026, security researchers identified four critical vulnerabilities in the OpenClaw AI agent framework, collectively termed 'Claw Chain.' These flaws—CVE-2026-44112, CVE-2026-44113, CVE-2026-44115, and CVE-2026-44118—allowed attackers to exploit race conditions and logic errors to gain unauthorized access, escalate privileges, and establish persistent control over affected systems. The vulnerabilities impacted all OpenClaw versions prior to 2026.4.22, enabling adversaries to manipulate system configurations, exfiltrate sensitive data, and bypass sandbox restrictions. The discovery of 'Claw Chain' underscores the escalating security challenges associated with rapidly adopted AI agent platforms. As organizations increasingly integrate such frameworks into critical workflows, the potential attack surface expands, necessitating vigilant security assessments and prompt patch management to mitigate emerging threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical Microsoft Exchange Zero-Day CVE-2026-42897 Exploited in the Wild
Financial Services5 months ago

Critical Microsoft Exchange Zero-Day CVE-2026-42897 Exploited in the Wild

In May 2026, Microsoft disclosed a zero-day vulnerability, CVE-2026-42897, affecting on-premises versions of Exchange Server 2016, 2019, and Subscription Edition. This cross-site scripting (XSS) flaw allows attackers to execute arbitrary JavaScript in a user's browser by sending a specially crafted email, which, when opened in Outlook Web Access (OWA), triggers the exploit. The vulnerability has been actively exploited in the wild, leading to potential unauthorized access to users' mailboxes and session tokens. Microsoft has provided temporary mitigations through the Exchange Emergency Mitigation Service (EEMS) and manual scripts, but a permanent patch is still pending. ([notebookcheck.net](https://www.notebookcheck.net/Microsoft-Exchange-Server-zero-day-exploited-via-crafted-email.1298885.0.html?utm_source=openai)) The exploitation of CVE-2026-42897 underscores the persistent threat posed by XSS vulnerabilities, even in widely used enterprise applications. Organizations relying on on-premises Exchange Servers must remain vigilant, apply available mitigations promptly, and monitor for any signs of compromise to protect sensitive information and maintain operational integrity.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Mini Shai-Hulud Attack Compromises AntV npm Packages in 2026
Computer Software/Engineering5 months ago

Mini Shai-Hulud Attack Compromises AntV npm Packages in 2026

In May 2026, the 'Mini Shai-Hulud' supply chain attack compromised over 300 npm packages within the @antv ecosystem by exploiting a maintainer's account. The attackers published 639 malicious versions across 323 packages, embedding malware designed to steal developer credentials and cloud secrets. This breach affected widely used packages like echarts-for-react, impacting millions of weekly downloads. This incident underscores the escalating threat of supply chain attacks targeting open-source ecosystems. The rapid propagation and sophisticated techniques employed highlight the need for enhanced security measures in package management and developer workflows to prevent similar future compromises.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
GitHub Actions Supply Chain Attack Highlights CI/CD Security Vulnerabilities
Computer Software/Engineering5 months ago

GitHub Actions Supply Chain Attack Highlights CI/CD Security Vulnerabilities

In May 2026, threat actors compromised the GitHub Actions workflow 'actions-cool/issues-helper' by redirecting existing tags to an imposter commit containing malicious code. This code, when executed within CI/CD pipelines, harvested sensitive credentials and exfiltrated them to an attacker-controlled server. The attack involved downloading the Bun JavaScript runtime, reading memory from the Runner.Worker process to extract credentials, and transmitting the stolen data to 't.m-kosche[.]com'. GitHub has since disabled access to the affected repository due to violations of its terms of service. This incident underscores the escalating trend of software supply chain attacks targeting CI/CD pipelines. The use of imposter commits to inject malicious code highlights the need for organizations to implement stringent security measures, such as pinning dependencies to known-good commit SHAs and continuously monitoring for unauthorized changes in their development workflows.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
Nx Console Extension Compromised: A Wake-Up Call for Developer Security
Computer Software/Engineering5 months ago

Nx Console Extension Compromised: A Wake-Up Call for Developer Security

On May 18, 2026, a compromised version of the Nx Console extension (version 18.95.0) was published to the Microsoft Visual Studio Code Marketplace. This extension, widely used by over 2.2 million developers, was altered to include a credential-stealing payload. Upon opening any workspace, the malicious extension fetched and executed an obfuscated payload from a hidden commit within the official nrwl/nx GitHub repository. This payload harvested sensitive information, including tokens and secrets from platforms such as GitHub, npm, AWS, HashiCorp Vault, Kubernetes, and 1Password, exfiltrating them via multiple channels. ([stepsecurity.io](https://www.stepsecurity.io/blog/nx-console-vs-code-extension-compromised?utm_source=openai)) This incident underscores the escalating threat of supply chain attacks targeting developer tools. The sophisticated method of embedding malicious code within trusted extensions highlights the need for enhanced vigilance and security measures in software development environments. Developers and organizations must prioritize the integrity of their toolchains to prevent similar breaches.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical Vulnerabilities Discovered in SEPPmail Secure Email Gateway
Financial Services5 months ago

Critical Vulnerabilities Discovered in SEPPmail Secure Email Gateway

In May 2026, multiple critical vulnerabilities were identified in SEPPmail Secure Email Gateway, an enterprise-grade email security solution. These flaws, including CVE-2026-2743 (CVSS score: 10.0) and CVE-2026-44128 (CVSS score: 9.3), allowed unauthenticated remote code execution and unauthorized access to email traffic. Exploitation could lead to complete system compromise, enabling attackers to read all mail traffic and potentially use the gateway as an entry point into internal networks. ([thehackernews.com](https://thehackernews.com/2026/05/seppmail-secure-e-mail-gateway.html?utm_source=openai)) This incident underscores the persistent threat posed by vulnerabilities in email security solutions, highlighting the necessity for organizations to promptly apply security patches and conduct regular vulnerability assessments to safeguard sensitive communications.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Drupal's Upcoming Security Update: What You Need to Know
Government Administration5 months ago

Drupal's Upcoming Security Update: What You Need to Know

On May 20, 2026, Drupal plans to release a highly critical security update for all supported core branches between 17:00 and 21:00 UTC. The Drupal Security Team has advised site administrators to allocate time for these updates, as exploits may emerge shortly after the release. Affected versions include 11.3.x, 11.2.x, 10.6.x, and 10.5.x. Administrators are encouraged to update to the latest patch releases in preparation for the security window. ([drupal.org](https://www.drupal.org/psa-2026-05-18?utm_source=openai)) This proactive measure underscores the importance of timely security updates in mitigating potential vulnerabilities. Organizations relying on Drupal should prioritize these updates to maintain the integrity and security of their web platforms.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
DirtyDecrypt PoC Released: Immediate Action Required for Linux Kernel CVE-2026-31635
Information Technology/IT5 months ago

DirtyDecrypt PoC Released: Immediate Action Required for Linux Kernel CVE-2026-31635

On May 19, 2026, a proof-of-concept (PoC) exploit code was released for a recently patched security flaw in the Linux kernel, identified as CVE-2026-31635 and dubbed 'DirtyDecrypt' or 'DirtyCBC'. This vulnerability, discovered by the Zellic and V12 security team, allows local privilege escalation due to a missing copy-on-write (COW) guard in the rxgk_decrypt_skb() function. The flaw enables unprivileged local users to write arbitrary bytes into the kernel's page cache of read-only files, potentially granting root privileges. Distributions with CONFIG_RXGK enabled, such as Fedora, Arch Linux, and openSUSE Tumbleweed, are affected. ([thehackernews.com](https://thehackernews.com/2026/05/dirtydecrypt-poc-released-for-linux.html?utm_source=openai)) The release of the PoC highlights the urgency for system administrators to apply the available patches promptly. This incident underscores the critical need for timely updates and vigilant monitoring of security advisories to mitigate risks associated with such vulnerabilities.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
EvilTokens Phishing Campaign: A New Threat to Microsoft 365 Security
Financial Services5 months ago

EvilTokens Phishing Campaign: A New Threat to Microsoft 365 Security

In February 2026, the phishing-as-a-service platform EvilTokens emerged, compromising over 340 Microsoft 365 organizations across five countries within five weeks. The attack exploited the OAuth device code authentication flow, tricking users into entering a short code at microsoft.com/devicelogin and completing their MFA challenge. Unbeknownst to them, this granted attackers valid refresh tokens with access to emails, files, calendars, and contacts, all without stealing passwords or bypassing MFA. This method effectively bypassed traditional identity defenses, as the OAuth consent screen has become an instinctive click for many users. ([thehackernews.com](https://thehackernews.com/2026/05/the-new-phishing-click-how-oauth.html?utm_source=openai)) The incident underscores a significant shift in phishing tactics, highlighting the exploitation of legitimate authentication processes to gain unauthorized access. As attackers increasingly leverage such methods, organizations must reassess their security protocols to address these evolving threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
TeamPCP's Compromise of Checkmarx Jenkins Plugin: A 2026 Supply Chain Attack
Computer Software/Engineering5 months ago

TeamPCP's Compromise of Checkmarx Jenkins Plugin: A 2026 Supply Chain Attack

In May 2026, the threat group TeamPCP compromised Checkmarx's Jenkins AST plugin by publishing a backdoored version (2026.5.09) to the Jenkins Marketplace. This malicious plugin, assigned CVE-2026-33634 with a CVSS score of 9.4, allowed attackers to execute code within CI/CD pipelines, potentially exposing sensitive credentials and source code. The incident follows previous attacks by TeamPCP on Checkmarx's KICS tool and the Trivy vulnerability scanner, indicating a targeted campaign against developer tools. ([thehackernews.com](https://thehackernews.com/2026/05/teampcp-compromises-checkmarx-jenkins.html?utm_source=openai)) This breach underscores the escalating threat of supply chain attacks targeting CI/CD environments. Organizations must enhance their security measures by verifying the integrity of third-party plugins and implementing robust monitoring to detect unauthorized changes within their development pipelines.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
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.

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 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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