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 1201 to 1212 of 6868 threat reports

Transportation2 months ago

Massive Identity Verification Breach: 153M Driver's Licenses Compromised at IDScan.net

In September 2026, a new identity theft service called Nexus launched on the dark web selling digital scans of over 153 million drivers licenses from the United States and Canada. The breach appears to originate from Louisiana-based identity verification company IDScan.net, which provides services to major clients including Hertz, Target, FedEx, and numerous marijuana dispensaries. The stolen data includes infrared and ultraviolet scans with timestamps indicating continuous exfiltration over more than a year, prompting an FBI investigation by the New Orleans field office. This massive identity document breach represents one of the largest exposures of state-issued identification data in U.S. history, with attackers offering licenses of high-profile government officials including Defense Secretary Pete Hegseth and FBI leadership. The incident highlights critical vulnerabilities in third-party identity verification systems that process over 21 million verifications monthly across 20,000 locations worldwide.

Critical impact

Kill Chain

ICInitial Compromise(low)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering2 months ago

The AI Vulnerability Surge: Why 2026's 'Vulnpocalypse' May Be More Manageable Than Expected

New research from Echo analyzing nearly 40,000 CVE lifecycles reveals that while AI tools like Anthropic's Claude Mythos have dramatically accelerated vulnerability discovery, the anticipated 'Vulnpocalypse' may be more manageable than feared. Monthly CVE disclosures surged 145% from June 2024 to June 2026, rising from 3,173 to 7,765, with AI enabling exploit development in under one day for less than $2,000. However, fewer than 10% of AI-discovered vulnerabilities receive external validation, and most critical ratings are downgraded upon review. The study found that 89% of examined vulnerabilities already have fixes available, but 40% remain unpatched for over six months due to deployment challenges rather than fix availability. Organizations can better manage this surge by focusing on rapid validation, intelligent prioritization, and automated remediation processes rather than completely overhauling their vulnerability management programs.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(low)

Read report

Health Care / Life Sciences2 months ago

The AI Cybercrime Revolution: How Artificial Intelligence Tilts the Playing Field Toward Attackers

In 2026, artificial intelligence is fundamentally transforming the cybercrime landscape by dramatically compressing attack timelines and lowering entry barriers for threat actors. Former cybercriminal Brett Johnson, known as the 'original Internet Godfather' by the US Secret Service, demonstrated at Black Hat USA how AI enables attackers to conduct reconnaissance, identify crown jewels, and execute attacks in significantly reduced timeframes. While defenders still operate reactively, AI empowers criminals to automate target research, vulnerability discovery, and even ransomware development without requiring advanced technical skills. This shift is driving more attackers toward critical infrastructure targets like hospitals and schools, where higher payouts justify the risks. The technology's learning-based nature means it benefits attackers more than defenders, as it must observe successful attacks to improve, creating an inherent advantage for malicious actors in the current threat landscape.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Banking/Mortgage2 months ago

Breeze Comet Cybercrime Group: Direct Manipulation of Global Financial Payment Systems

Breeze Comet (formerly UNC5669) represents Brazil's most sophisticated cybercrime group, systematically infiltrating financial institutions across Brazil and expanding globally since 2024. The group employs advanced tactics including insider recruitment, physical network access via rogue hardware, and exploitation of compromised government websites as trusted attack vectors. Using custom malware like CobaltSpin, RealBreeze, and KickPlate, they penetrate segmented financial networks to directly manipulate payment systems including Brazil's Pix instant payment platform, executing hundreds of fraudulent transactions worth tens of thousands of dollars within 24-48 hours of system compromise. This incident highlights the evolution of financially-motivated cybercrime from traditional ransomware and fraud schemes to direct payment system manipulation. As instant payment systems proliferate globally and threat actors increasingly leverage AI for malware development, Breeze Comet's successful model poses significant risks to financial infrastructure worldwide, particularly in regions with similar digital payment architectures.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Financial Services2 months ago

Critical SonicWall SMA 1000 Zero-Days Under Active Exploitation: CVE-2026-83548 & CVE-2026-83549

In September 2026, attackers began actively exploiting two zero-day vulnerabilities in SonicWall SMA 1000 perimeter devices, enabling unauthenticated remote code execution. CVE-2026-83548, a critical SSRF vulnerability with a CVSS score of 10.0, allows unauthorized access through an unintended alternate access path, while CVE-2026-83549 enables OS command injection. When chained together, these flaws provide complete system compromise of affected appliances running versions 12.4.3-03453/12.5.0-02835 and older. SonicWall confirmed ongoing exploitation and urged immediate patching to versions 12.4.3-03526/12.5.0-02952 or higher. This incident highlights the continued targeting of edge security devices as initial compromise vectors, following a pattern of sophisticated zero-day attacks against network perimeter appliances throughout 2026, emphasizing the critical need for rapid patch management and network segmentation strategies.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(low)

Read report

Computer Software/Engineering2 months ago

Machine Speed Terror: How AI Agents Compressed a 2-Week Breach Into 10 Hours

In September 2026, threat actors demonstrated the devastating potential of AI-assisted cyberattacks by compressing a typical two-week enterprise breach timeline into just 10 hours. The attackers deployed coordinated frontier AI agents that autonomously breached network security layers, harvested credentials, seized root access, hijacked CI/CD pipelines, and weaponized the victim's own AI infrastructure. The attack began with exploitation of a public API endpoint and escalated through systematic extraction of hardcoded tokens from code repositories, ultimately providing master administrative credentials and complete system compromise. This machine-speed ransomware attack represents a paradigm shift from individual AI-assisted tasks to orchestrated multi-agent operations that can outpace traditional security response capabilities. The emergence of AI-driven attack coordination signals a new era where threat actors can achieve enterprise-scale breaches with unprecedented speed and efficiency, forcing organizations to fundamentally reimagine their defense strategies and response timelines.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Information Technology/IT2 months ago

Seven Critical Vulnerabilities Exploited in Wild: AI Infrastructure Becomes Prime Target

CISA added seven critical vulnerabilities to its Known Exploited Vulnerabilities catalog in September 2026 after observing active exploitation by threat actors. The vulnerabilities span multiple platforms including SonicWall SMA appliances, Sangoma Switchvox, JFrog Artifactory, and AI infrastructure components like LiteLLM and Kestra. Attackers exploited these flaws to deploy reverse shells, cryptocurrency miners, and conduct unauthorized operations, with campaigns targeting AI infrastructure becoming increasingly prominent as adversaries seek to harvest API keys and monetize compromised systems. This incident highlights the growing threat landscape targeting AI infrastructure and the critical importance of rapid vulnerability remediation. With AI systems becoming prime targets for credential theft and resource hijacking, organizations must prioritize security updates and implement comprehensive monitoring across their AI workloads to prevent similar exploitation campaigns.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer/Network Security2 months ago

FalconFlank Zero-Day Targets CrowdStrike Falcon: When EDR Becomes the Attack Vector

In September 2026, security researcher Chaotic Eclipse released FalconFlank, a zero-day privilege escalation exploit targeting CrowdStrike Falcon endpoint security software. The vulnerability abuses office malicious macros remediation functionality within Falcon Sensor to achieve privilege escalation on fully updated Windows 11 25H2 and Windows Server 2025 systems. This disclosure follows the researcher's pattern of releasing proof-of-concept exploits for major endpoint security products, including recent vulnerabilities in Kaspersky and Microsoft Defender, highlighting systemic weaknesses in endpoint protection platforms. This incident underscores the growing trend of security researchers targeting endpoint detection and response (EDR) solutions themselves, exposing critical trust assumptions in enterprise security architectures and forcing organizations to reconsider their defense-in-depth strategies.

Medium impact

Kill Chain

ICInitial Compromise(low)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Government Administration2 months ago

Serbian Student Activists Targeted by Pegasus Zero-Click Spyware Campaign

In December 2025 through January 2026, NSO Group's Pegasus spyware infected the iPhone of a Serbian student protest movement member using a zero-click iMessage exploit. The attack was part of a broader surveillance campaign targeting at least 14 Serbian activists, opposition politicians, and student leaders coinciding with March 2026 local elections. Citizen Lab and SHARE Foundation confirmed the infection, while a separate incident involved NoviSpy Android malware deployed during police detention of another student activist. This incident highlights the escalating use of commercial spyware against civil society, particularly as authoritarian governments increasingly weaponize surveillance technology to suppress political dissent and monitor opposition movements ahead of critical elections.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering2 months ago

Shai-Hulud Infostealer Evolves to Target 469 Credential Locations Across Software Supply Chains

In August 2026, GitGuardian researchers discovered that the Shai-Hulud infostealer worm had evolved to scan for credentials across 469 locations in developer environments, representing a 148% increase from earlier variants that checked only 189 paths. The malware targets CI/CD tooling, cloud configurations, AI tool configs, package registries, and development environments to harvest reusable credentials for supply chain attacks. The stolen credentials enable lateral movement across trusted software supply chains, turning credential theft into ongoing propagation vectors through package publishing systems. This incident highlights the critical shift in attack methodologies where threat actors no longer need to break trust relationships but instead exploit existing credential sprawl across modern development ecosystems. The exponential increase in targeted credential locations demonstrates the growing sophistication of supply chain attacks and the urgent need for comprehensive secrets management across DevOps pipelines.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Government Administration2 months ago

Threat Actors Weaponize Trusted Node.js Runtime for Stealth Malware Delivery

Since February 2026, threat actors have been weaponizing the legitimate Node.js JavaScript runtime (node.exe) to deliver malicious payloads in targeted attacks against government departments, technology companies, and hotels. The Symantec Threat Hunter Team identified this technique as particularly effective because node.exe is a trusted binary that can execute arbitrary JavaScript code while evading traditional security detection mechanisms. Attackers leverage the runtime's legitimate presence in enterprise environments to establish persistence, execute malware, and maintain command and control communications without triggering security alerts. This campaign reflects the growing trend of living-off-the-land tactics where attackers abuse legitimate system tools rather than deploying custom malware, making detection significantly more challenging for traditional security solutions and highlighting the need for behavioral analysis and runtime protection.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(low)

Read report

Telecommunications2 months ago

Seven Critical Vulnerabilities Added to CISA's KEV Catalog Demand Immediate Action

On September 2, 2026, CISA added seven actively exploited vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog, affecting critical enterprise systems including Sangoma Switchvox, SonicWall SMA1000 appliances, JFrog Artifactory, and other widely deployed platforms. The vulnerabilities span SQL injection, authentication bypass, command injection, and request smuggling attack vectors, with threat actors already leveraging these flaws to compromise federal and private sector networks. The additions coincide with CISA's new Binding Operational Directive (BOD) 26-04, which mandates federal agencies prioritize rapid remediation of high-risk vulnerabilities that grant total system control. This incident highlights the accelerating pace of vulnerability exploitation as threat actors increasingly target authentication systems, web applications, and network appliances to establish persistent access. The rapid weaponization of these CVEs demonstrates the critical need for organizations to implement proactive vulnerability management and zero-trust security controls.

Critical 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

Massive Identity Verification Breach: 153M Driver's Licenses Compromised at IDScan.net

The AI Vulnerability Surge: Why 2026's 'Vulnpocalypse' May Be More Manageable Than Expected

The AI Cybercrime Revolution: How Artificial Intelligence Tilts the Playing Field Toward Attackers

Breeze Comet Cybercrime Group: Direct Manipulation of Global Financial Payment Systems

Critical SonicWall SMA 1000 Zero-Days Under Active Exploitation: CVE-2026-83548 & CVE-2026-83549

Machine Speed Terror: How AI Agents Compressed a 2-Week Breach Into 10 Hours

Seven Critical Vulnerabilities Exploited in Wild: AI Infrastructure Becomes Prime Target

FalconFlank Zero-Day Targets CrowdStrike Falcon: When EDR Becomes the Attack Vector

Serbian Student Activists Targeted by Pegasus Zero-Click Spyware Campaign

Shai-Hulud Infostealer Evolves to Target 469 Credential Locations Across Software Supply Chains

Threat Actors Weaponize Trusted Node.js Runtime for Stealth Malware Delivery

Seven Critical Vulnerabilities Added to CISA's KEV Catalog Demand Immediate Action

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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Solutions

Resources

Industry

Company

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Security & Legal

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

Massive Identity Verification Breach: 153M Driver's Licenses Compromised at IDScan.net

The AI Vulnerability Surge: Why 2026's 'Vulnpocalypse' May Be More Manageable Than Expected

The AI Cybercrime Revolution: How Artificial Intelligence Tilts the Playing Field Toward Attackers

Breeze Comet Cybercrime Group: Direct Manipulation of Global Financial Payment Systems

Critical SonicWall SMA 1000 Zero-Days Under Active Exploitation: CVE-2026-83548 & CVE-2026-83549

Machine Speed Terror: How AI Agents Compressed a 2-Week Breach Into 10 Hours

Seven Critical Vulnerabilities Exploited in Wild: AI Infrastructure Becomes Prime Target

FalconFlank Zero-Day Targets CrowdStrike Falcon: When EDR Becomes the Attack Vector

Serbian Student Activists Targeted by Pegasus Zero-Click Spyware Campaign

Shai-Hulud Infostealer Evolves to Target 469 Credential Locations Across Software Supply Chains

Threat Actors Weaponize Trusted Node.js Runtime for Stealth Malware Delivery

Seven Critical Vulnerabilities Added to CISA's KEV Catalog Demand Immediate Action

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?