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 3421 to 3432 of 6927 threat reports

Financial Services5 months ago

Active Directory Breach: The Limitations of Password Resets

In May 2026, a security analysis highlighted that merely changing passwords in Active Directory (AD) environments does not fully mitigate breaches. Attackers can exploit cached credentials and active sessions to maintain unauthorized access even after password resets. This vulnerability underscores the need for comprehensive incident response strategies beyond simple credential changes. The incident emphasizes the importance of addressing identity drift and implementing robust security measures to prevent attackers from leveraging residual access paths post-password reset.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering5 months ago

AI-Generated Zero-Day Exploit Targets Web Admin Tool

In May 2026, Google's Threat Intelligence Group (GTIG) identified a zero-day exploit targeting a widely used open-source web administration tool. The exploit, capable of bypassing two-factor authentication, was notably developed using artificial intelligence (AI). The attack was intercepted before widespread exploitation, highlighting a significant shift in cyber threat methodologies. GTIG's analysis of the Python exploit code revealed characteristics indicative of AI-generated content, such as structured docstrings and a fabricated CVSS score, suggesting the use of a large language model (LLM) in its creation. This incident underscores the increasing reliance of threat actors on AI for discovering and weaponizing vulnerabilities, marking a pivotal evolution in cyber attack strategies. The identification of AI-assisted exploit development necessitates a reevaluation of current cybersecurity defenses and emphasizes the urgency for organizations to adapt to these advanced threats. As AI technologies become more accessible, the potential for their misuse in cyber attacks grows, posing new challenges for security professionals worldwide.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(low)

LMLateral Movement(low)

C&CCommand & Control(low)

EExfiltration(low)

IImpact(low)

Read report

Higher Education/Acadamia5 months ago

Instructure Canvas Breach 2026: A Wake-Up Call for Educational Cybersecurity

In April 2026, Instructure, the developer of the Canvas Learning Management System (LMS), experienced a significant data breach executed by the cybercriminal group ShinyHunters. The attackers exploited vulnerabilities in the Free-for-Teacher environment, leading to unauthorized access and the exfiltration of approximately 3.6 terabytes of data, affecting over 8,800 educational institutions and 275 million users. Compromised information included names, email addresses, student ID numbers, and private messages. Subsequently, in May 2026, ShinyHunters leveraged the same vulnerabilities to deface Canvas login portals, displaying ransom messages and demanding payment to prevent further data exposure. This incident underscores the critical need for robust security measures in educational platforms, especially as cybercriminals increasingly target the education sector. The exploitation of cross-site scripting (XSS) vulnerabilities highlights the importance of regular security assessments and prompt patching to mitigate such risks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Financial Services5 months ago

GhostLock: Exploiting Windows API for File Access Denial

In May 2026, security researcher Kim Dvash from Israel Aerospace Industries unveiled 'GhostLock,' a proof-of-concept tool that exploits the Windows 'CreateFileW' API to deny access to files on local and SMB network shares. By setting the 'dwShareMode' parameter to zero, GhostLock opens files in exclusive mode, preventing other processes from accessing them and resulting in 'STATUS_SHARING_VIOLATION' errors. This technique can be executed by standard domain users without elevated privileges, potentially leading to significant operational disruptions. The release of GhostLock highlights a critical vulnerability in Windows file handling mechanisms, emphasizing the need for organizations to reassess their security protocols. As attackers increasingly leverage legitimate system APIs for malicious purposes, it is imperative for IT departments to implement robust monitoring and mitigation strategies to prevent such denial-of-service attacks.

Medium impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering5 months ago

Checkmarx Jenkins Plugin Compromised in 2026 Supply Chain Attack

In May 2026, Checkmarx's Jenkins Application Security Testing (AST) plugin was compromised by the hacker group TeamPCP. The attackers published a malicious version of the plugin on the Jenkins Marketplace, embedding credential-stealing malware. This breach was facilitated by credentials obtained from a prior supply chain attack on the Trivy vulnerability scanner in March 2026. The malicious plugin, version 2026.5.09, was uploaded on May 9, 2026, and users who installed this version are advised to rotate all secrets and investigate for potential lateral movement or persistence. This incident underscores the escalating trend of supply chain attacks targeting development tools and the critical need for robust security measures in CI/CD pipelines. Organizations must remain vigilant, ensuring the integrity of third-party plugins and promptly addressing any security advisories to mitigate potential risks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Internet5 months ago

cPanel CVE-2026-41940 Exploited to Deploy Filemanager Backdoor

In May 2026, a critical authentication bypass vulnerability, CVE-2026-41940, was discovered in cPanel and WebHost Manager (WHM) software, allowing unauthenticated remote attackers to gain administrative access to affected systems. Exploiting this flaw, a threat actor known as Mr_Rot13 deployed a backdoor named Filemanager, enabling unauthorized control over compromised environments. The attack involved injecting malicious code to create unauthorized sessions, leading to potential data theft, malware deployment, and system compromise. ([support.cpanel.net](https://support.cpanel.net/hc/en-us/articles/40073787579671-Security-CVE-2026-41940-cPanel-WHM-WP2-Security-Update-04-28-2026?utm_source=openai)) This incident underscores the escalating threat posed by sophisticated cyber actors targeting widely used web hosting platforms. The rapid exploitation of CVE-2026-41940 highlights the critical need for organizations to promptly apply security patches and implement robust monitoring to detect and mitigate unauthorized access attempts.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Computer Software/Engineering5 months ago

TeamPCP's Supply Chain Attack on Checkmarx Jenkins AST Plugin: A Wake-Up Call for CI/CD Security

In May 2026, the cybercriminal group TeamPCP executed a supply chain attack by publishing a malicious version of the Checkmarx Jenkins AST plugin to the Jenkins Marketplace. This compromised plugin, identified as version 2026.5.09, was designed to exfiltrate sensitive information from Jenkins instances, including GitHub tokens, cloud credentials, and SSH keys. Checkmarx promptly advised users to revert to the verified safe version 2.0.13-829.vc72453fa_1c16, released on December 17, 2025, and to rotate all potentially exposed secrets. This incident underscores the escalating threat posed by supply chain attacks targeting development tools and the necessity for organizations to implement stringent security measures within their CI/CD pipelines. The recurrence of such attacks highlights the importance of continuous monitoring and verification of third-party components to safeguard against unauthorized modifications and potential data breaches.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Financial Services5 months ago

AI-Generated Zero-Day Exploit Bypasses 2FA in System Administration Tool

In May 2026, Google's Threat Intelligence Group (GTIG) identified a cybercriminal group utilizing an AI-generated zero-day exploit to bypass two-factor authentication (2FA) in a widely used open-source web-based system administration tool. The exploit, crafted as a Python script, exhibited characteristics typical of large language model (LLM)-generated code, including detailed docstrings and structured formatting. The vulnerability stemmed from a high-level logic flaw due to a hard-coded trust assumption, which AI models are adept at identifying. Google collaborated with the affected vendor to responsibly disclose and patch the flaw, preventing mass exploitation. This incident underscores the escalating use of AI in cyberattacks, enabling threat actors to rapidly discover and weaponize vulnerabilities. The ability of AI to automate and enhance exploit development poses significant challenges for cybersecurity defenses, necessitating advanced detection and mitigation strategies to counteract AI-driven threats.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Higher Education/Acadamia5 months ago

ShinyHunters Breach Exposes 275 Million Canvas Users in 2026

In early May 2026, Instructure, the parent company of the Canvas learning management system, experienced a significant data breach orchestrated by the cybercriminal group ShinyHunters. The attackers exploited vulnerabilities related to 'Free-For-Teacher' accounts, accessing personal information of approximately 275 million users across nearly 9,000 educational institutions worldwide. Compromised data included names, email addresses, student ID numbers, and private messages, though passwords and financial information were reportedly unaffected. The breach led to widespread disruptions, including the postponement of final exams in numerous colleges and universities. ([instructure.com](https://www.instructure.com/incident_update?utm_source=openai)) This incident underscores the escalating threat posed by sophisticated cybercriminal groups targeting educational platforms. The timing, coinciding with critical academic periods, highlights the potential for significant operational disruptions. Educational institutions must prioritize robust cybersecurity measures to safeguard sensitive user data and ensure continuity of educational services.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Information Technology/IT5 months ago

Understanding the 'Dirty Frag' Linux Vulnerability and Its Implications

In May 2026, a critical Linux kernel vulnerability known as 'Dirty Frag' was disclosed, affecting major distributions including Ubuntu, Red Hat Enterprise Linux, CentOS Stream, AlmaLinux, openSUSE Tumbleweed, and Fedora. Discovered by security researcher Hyunwoo Kim, the flaw comprises two chained vulnerabilities—CVE-2026-43284 and CVE-2026-43500—that allow unauthorized users to escalate privileges to root by modifying protected system files in memory without authorization. This vulnerability is particularly dangerous due to its deterministic nature, high success rate, and the fact that it does not require a race condition or induce kernel panic upon failure. Although Kim initially disclosed the bug under embargo to give maintainers time to patch, the embargo was breached on May 7, prompting a public disclosure. No patch or CVE identifier currently exists. Temporary mitigation involves removing the esp4, esp6, and rxrpc kernel modules, though this disrupts IPsec VPNs and AFS systems. Given its implications, it is expected to receive a critical severity rating. ([techradar.com](https://www.techradar.com/pro/security/another-major-linux-security-flaw-revealed-dirty-frag-allows-root-on-all-major-distros-with-no-patch-or-fix-available-yet?utm_source=openai)) The disclosure of 'Dirty Frag' underscores the persistent challenges in securing the Linux kernel against privilege escalation vulnerabilities. Its emergence shortly after the 'Copy Fail' vulnerability highlights a trend of attackers exploiting kernel flaws to gain root access. Organizations must prioritize timely patching and consider implementing additional security measures, such as disabling unused kernel modules and restricting unnecessary local shell access, to mitigate the risk of exploitation. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/05/08/active-attack-dirty-frag-linux-vulnerability-expands-post-compromise-risk/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Airlines/Aviation5 months ago

HeartlessSoul's Targeted Cyber-Espionage on Russian Aviation Firms

In May 2026, the cyber-espionage group known as HeartlessSoul targeted Russian aviation firms and government agencies to steal sensitive geospatial data. Utilizing phishing emails and malicious advertising campaigns, they distributed malware disguised as legitimate aviation software, including a counterfeit version of GearUP on SourceForge. Once installed, the malware exfiltrated Geographic Information System (GIS) files, GPS data, and other critical infrastructure information. ([therecord.media](https://therecord.media/russia-cyber-espionage-aviation?utm_source=openai)) This incident underscores the increasing focus of cyber-espionage groups on geospatial data, highlighting the need for enhanced cybersecurity measures in sectors reliant on such information. The use of legitimate platforms like SourceForge for malware distribution also emphasizes the evolving tactics of threat actors. ([therecord.media](https://therecord.media/russia-cyber-espionage-aviation?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering5 months ago

Cybercriminals Harness AI for Sophisticated Attacks in 2026

In early 2026, cybersecurity researchers observed a significant uptick in threat actors leveraging artificial intelligence (AI) to enhance their cyberattack capabilities. These adversaries utilized AI to automate reconnaissance, develop sophisticated exploits, and orchestrate complex attack sequences, leading to faster and more efficient breaches. Notably, a Russian-speaking threat actor employed generative AI tools to compromise over 600 FortiGate firewalls across 55 countries by exploiting weak credentials and exposed management interfaces. This campaign, which spanned from January 11 to February 18, 2026, underscored the evolving threat landscape where AI lowers the technical barrier for large-scale cyber intrusions. ([aws.amazon.com](https://aws.amazon.com/blogs/security/ai-augmented-threat-actor-accesses-fortigate-devices-at-scale/?utm_source=openai)) The increasing integration of AI into cyber operations has accelerated the speed and scale of attacks, challenging traditional defense mechanisms. Organizations must adapt by implementing AI-driven security solutions, enhancing threat detection capabilities, and fostering a culture of continuous cybersecurity education to mitigate the risks posed by AI-augmented adversaries.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

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

Active Directory Breach: The Limitations of Password Resets

AI-Generated Zero-Day Exploit Targets Web Admin Tool

Instructure Canvas Breach 2026: A Wake-Up Call for Educational Cybersecurity

GhostLock: Exploiting Windows API for File Access Denial

Checkmarx Jenkins Plugin Compromised in 2026 Supply Chain Attack

cPanel CVE-2026-41940 Exploited to Deploy Filemanager Backdoor

TeamPCP's Supply Chain Attack on Checkmarx Jenkins AST Plugin: A Wake-Up Call for CI/CD Security

AI-Generated Zero-Day Exploit Bypasses 2FA in System Administration Tool

ShinyHunters Breach Exposes 275 Million Canvas Users in 2026

Understanding the 'Dirty Frag' Linux Vulnerability and Its Implications

HeartlessSoul's Targeted Cyber-Espionage on Russian Aviation Firms

Cybercriminals Harness AI for Sophisticated Attacks 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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Security & Legal

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

Active Directory Breach: The Limitations of Password Resets

AI-Generated Zero-Day Exploit Targets Web Admin Tool

Instructure Canvas Breach 2026: A Wake-Up Call for Educational Cybersecurity

GhostLock: Exploiting Windows API for File Access Denial

Checkmarx Jenkins Plugin Compromised in 2026 Supply Chain Attack

cPanel CVE-2026-41940 Exploited to Deploy Filemanager Backdoor

TeamPCP's Supply Chain Attack on Checkmarx Jenkins AST Plugin: A Wake-Up Call for CI/CD Security

AI-Generated Zero-Day Exploit Bypasses 2FA in System Administration Tool

ShinyHunters Breach Exposes 275 Million Canvas Users in 2026

Understanding the 'Dirty Frag' Linux Vulnerability and Its Implications

HeartlessSoul's Targeted Cyber-Espionage on Russian Aviation Firms

Cybercriminals Harness AI for Sophisticated Attacks 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?