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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AccountingAerospaceAerospace/AviationAgricultureAirlines/AviationAnimationApparel/FashionArchitecture/PlanningArtificial IntelligenceArtificial Intelligence/Machine LearningArts/CraftsAutomotiveAviation/AerospaceBanking/MortgageBiotechnology/GreentechBlockchain/CryptocurrencyBroadcast MediaBroadcasting MediaBroadcasting/MediaBuilding MaterialsBusiness Supplies/EquipmentCapital Markets/Hedge Fund/Private EquityChemicalChemicalsCivic/Social OrganizationCivil EngineeringCloud ComputingCloud Computing/SaaSCloud Native Security Fabric (CNSF)Cloud ServicesCommercial FacilitiesCommercial Real EstateComputer GamesComputer HardwareComputer NetworkingComputer Software/EngineeringComputer/Network SecurityConstructionConsultingConsumer ElectronicsConsumer GoodsConsumer ServicesCosmeticsCosmeticsCritical ManufacturingCryptocurrenciesCryptocurrencyCustomer ServicesCybersecurityDairyDating/Personal ServicesDating/Social PlatformsDefense/SpaceDesignE-LearningEducation ManagementElectrical/Electronic ManufacturingEmergency ServicesEnergyEnergy/Oil/Solar/GreentechEntertainment/Movie ProductionEnvironmental ServicesEvents ServicesExecutive OfficeFacilities ServicesFarmingFashion/ApparelFinancial ServicesFine ArtFisheryFood ProductionFood/BeveragesFortune 500 companiesFranchisingFundraisingGambling/CasinosGamingGaming/CasinosGovernment AdministrationGovernment FacilitiesGovernment RelationsGraphic Design/Web DesignHealth Care / Life SciencesHealthcareHigher Education/AcadamiaHospitalityHospitalsHuman Resources/HRImport/ExportIndividual/Family ServicesIndustrial AutomationInformation ServicesInformation Technology/ITInsuranceInternational AffairsInternational Trade/DevelopmentInternetInvestment Banking/VentureInvestment Management/Hedge Fund/Private EquityJudicialJudiciaryLaw EnforcementLaw Practice/Law FirmsLegal ServicesLegislative OfficeLeisure/TravelLogistics/ProcurementLuxury Goods/JewelryMachineryManagement ConsultingManufacturingMaritimeMarket ResearchMarketing/Advertising/SalesMechanical or Industrial EngineeringMedia ProductionMedical EquipmentMedical PracticeMilitary IndustryMining/MetalsMobileMuseums/InstitutionsMusicNewspapers/JournalismNon-Profit/VolunteeringOil/Energy/Solar/GreentechOnline PublishingOutsourcing/OffshoringPackage/Freight DeliveryParkingPharmaceuticalsPhilanthropyPhotographyPlasticsPolitical OrganizationPrimary/Secondary EducationProfessional ServicesProfessional TrainingPublic Relations/PRPublic SafetyPublishing IndustryRailroad ManufactureReal Estate/MortgageRecreational Facilities/ServicesReligious InstitutionsRenewables/EnvironmentResearch IndustryRestaurantsRetail IndustryRoboticsRural HealthcareSecurity/InvestigationsSemiconductorsShipbuildingSocial Media/InternetSporting GoodsSportsStaffing/RecruitingSupermarketsTechnologyTechnology/ITTelecommunicationsThink TanksToys and GamesTransportationTravel/TourismTrucking/FreightUtilitiesVenture Capital/VCWarehousingWater and Waste ManagementWater and WastewaterWater and Wastewater SystemsWater and Wastewater TreatmentWater TreatmentWater, Waste, Steam, and Air Conditioning ServicesWater/Waste ManagementWater/WastewaterWater/Wastewater ManagementWater/Wastewater/UtilitiesWholesaleWine/SpiritsWirelessWriting/Editing

Displaying 4945 to 4956 of 6939 threat reports

WinRAR 2025: Nation-State & Cybercrime Groups Exploit Six-Month Software Flaw

WinRAR 2025: Nation-State & Cybercrime Groups Exploit Six-Month Software Flaw

In late July 2025, Google Threat Intelligence Group reported that both nation-state actors and financially motivated cybercriminals are actively exploiting a critical WinRAR path traversal vulnerability (CVE-2025-8088) that remained unpatched for over six months. The flaw was widely abused starting two weeks before RARLAB released a fix, allowing attackers to craft specially designed archive files. These malicious files executed code or dropped malware undetected onto victim systems, targeting government, military, and technology sectors—most notably Ukrainian entities—while criminal groups focused campaigns in Latin America, Indonesia, and Brazil. The widespread exploitation continues, leveraging malware and remote access tools for espionage and credential theft. The current landscape highlights accelerated adoption of public exploit tools by both advanced persistent threats and opportunistic criminals. The event underscores urgent industry challenges in rapid patching, software supply chain trust, and the escalating convergence of state and criminal cyber operations sharing technical tradecraft.

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
xAI Grok Deepfakes Spark 2024 Class Action: Legal and Security Wake-Up Call for AI

xAI Grok Deepfakes Spark 2024 Class Action: Legal and Security Wake-Up Call for AI

In January 2024, a class action lawsuit was filed against xAI—parent company of Grok—alleging that the generative AI chatbot enabled the creation and public dissemination of millions of non-consensual, sexualized deepfake images of women, men, and children. Victims claim that xAI executives failed to implement safeguards, allowed features that facilitated image manipulation simply by tagging users, and promoted options encouraging explicit content generation. Investigations are now being pursued internationally, and at least 100 plaintiffs are seeking justice for significant reputational, psychological, and legal harm stemming from Grok’s misuse. This major incident is emblematic of the growing risks in AI/ML security, as emerging generative tools become vehicles for large-scale privacy violations and abuse. The resulting public and regulatory scrutiny highlights urgent compliance and ethical gaps, especially as new legislation around synthetic sexual content and child abuse material accelerates worldwide.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Fortinet’s 2026 Zero-Day: Attackers Bypass FortiCloud SSO to Compromise Firewalls

Fortinet’s 2026 Zero-Day: Attackers Bypass FortiCloud SSO to Compromise Firewalls

In January 2026, Fortinet disclosed a critical zero-day vulnerability (CVE-2026-24858) affecting FortiCloud’s single sign-on authentication, enabling attackers with a FortiCloud account and a registered device to bypass authentication controls and gain privileged access to FortiGate firewalls and other products. Malicious actors leveraged the flaw in the wild, making unauthorized configuration changes, creating unauthorized accounts, and manipulating VPN settings across exposed management interfaces. Fortinet responded by disabling FortiCloud SSO, blocking the known malicious accounts, and issuing mitigations, though patches for multiple affected products remained unavailable at disclosure. This incident highlights the persistent targeting of network infrastructure devices by threat actors seeking initial access and lateral movement. With thousands of Fortinet instances exposed globally and repeated inclusion of Fortinet CVEs in known exploited vulnerabilities catalogs, organizations face increased regulatory scrutiny and pressure to rapidly address vulnerabilities affecting critical network management infrastructure.

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(low)
IImpact(low)
Read report
North Korea’s Labyrinth Chollima Splits: New Specialized Threat Groups Emerge in 2024
Defense/Space9 months ago

North Korea’s Labyrinth Chollima Splits: New Specialized Threat Groups Emerge in 2024

In early 2024, researchers from CrowdStrike revealed that the long-active North Korean threat group known as Labyrinth Chollima has formally split into three specialized entities: Labyrinth Chollima (espionage), Golden Chollima, and Pressure Chollima (both focused on cryptocurrency theft). This change followed observed divergences in tactics, malware usage, and sector targeting, with Labyrinth Chollima shifting focus to manufacturing, logistics, aerospace, and defense, often leveraging social engineering and sharing infrastructure with its counterparts. Notably, Pressure Chollima was behind the record-breaking $1.46 billion cryptocurrency heist in 2023, illustrating the scale and sophistication of the new operational structure. This realignment signals increasing specialization and growth within North Korea's cyber apparatus, enabling more targeted attacks and efficient monetization strategies. Organizations in critical industries and the crypto sector face heightened risks as these groups adapt rapidly and circumvent international sanctions by fueling cyber operations with illicit gains.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Kingdom Market Darknet Takedown: How Law Enforcement Disrupted a Global Cybercrime Hub (2021–2023)
Financial Services9 months ago

Kingdom Market Darknet Takedown: How Law Enforcement Disrupted a Global Cybercrime Hub (2021–2023)

Between March 2021 and December 2023, the Kingdom Market darknet platform operated as a large-scale cybercrime marketplace facilitating the sale of narcotics, cybercrime tools, stolen personal information, and fraudulent documents. Slovakian national Alan Bill, also known as "Vend0r" or "KingdomOfficial," admitted in January 2026 to administering the illicit platform, handling site infrastructure, and orchestrating anonymous cryptocurrency payments. The marketplace boasted over 42,000 illegal listings and tens of thousands of customer accounts. Its takedown culminated in coordinated law enforcement actions, domain seizures, and Bill's arrest in the U.S., where evidence linked him directly to site operations. This case highlights the persistent challenge of global, darknet-enabled cybercrime, the evolution of anonymous payment technologies, and the international scope of enforcement efforts. Cybercrime marketplaces remain a top concern for regulators and enterprises alike, with attackers rapidly adapting business models and operational security to evade detection.

High impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(low)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
WhatsApp Rolls Out Lockdown Security for High-Risk Users After Spyware Attacks

WhatsApp Rolls Out Lockdown Security for High-Risk Users After Spyware Attacks

In early 2026, WhatsApp introduced a new 'Strict Account Settings' feature to defend high-risk users such as journalists and public figures against highly targeted spyware attacks. This rollout followed a series of incidents in recent years where advanced zero-click exploits—many attributed to government-linked actors—were used to deploy spyware like NSO Group’s Pegasus and Paragon Graphite onto users’ devices via messaging platforms. Exploits leveraged zero-day vulnerabilities in WhatsApp’s iOS and macOS clients, enabling attackers to compromise devices without user interaction, raising severe risks to privacy and personal safety for individuals facing nation-state targeting. This event is particularly relevant as threat actors increasingly adopt sophisticated, zero-click methods to compromise high-value targets. Security and privacy expectations for messaging apps are under heightened scrutiny, with regulators and civil society urging greater protections and rapid incident response to curtail such threats.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Enterprise AI at Risk: Hackers Hijack Exposed LLM Endpoints in Bizarre Bazaar Operation

Enterprise AI at Risk: Hackers Hijack Exposed LLM Endpoints in Bizarre Bazaar Operation

In early June 2024, security researchers revealed an active campaign—dubbed the Bizarre Bazaar operation—where threat actors systematically scanned for and exploited publicly exposed Large Language Model (LLM) service endpoints. Attackers hijacked these AI/ML endpoints by bypassing inadequate API controls and leveraging unsecured cloud configurations, enabling unauthorized access to advanced AI resources. Compromised infrastructure became part of an underground market offering illicit AI compute power, leading to business risks ranging from intellectual property leakage to tool misuse and service disruption for impacted organizations. This incident spotlights the growing exploitation of AI infrastructure, with attackers rapidly adopting novel tactics as organizations rush to deploy LLMs. Weak segmentation, lack of egress controls, and poor visibility have left many organizations vulnerable to sophisticated abuse, elevating urgency for robust enterprise AI security and compliance measures.

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(medium)
IImpact(low)
Read report
SolarWinds Web Help Desk Flaws: Critical RCE and Authentication Bypass in 2024

SolarWinds Web Help Desk Flaws: Critical RCE and Authentication Bypass in 2024

In June 2024, SolarWinds disclosed and patched multiple critical vulnerabilities in its Web Help Desk software, including an authentication bypass (CVE-2024-28995) and a remote command execution (RCE) flaw. These security issues, if left unpatched, allow attackers to compromise systems with minimal or no authentication, granting them access to execute arbitrary commands and potentially control affected servers. SolarWinds urged its customers to update immediately and disclosed that no in-the-wild exploitation had been confirmed at the time of announcement, but the severity of the flaws warranted immediate action across enterprise environments. This incident is particularly relevant due to a surge in software supply chain and IT management platform attacks, where adversaries exploit widely used admin tools to gain privileged access. Critical RCE and authentication vulnerabilities present potent risks to organizations, intensifying regulatory scrutiny and heightening the importance of timely patch management and proactive security measures.

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(medium)
IImpact(low)
Read report
New Sandbox Escape Flaws in n8n Expose Instances to Remote Code Execution

New Sandbox Escape Flaws in n8n Expose Instances to Remote Code Execution

In January 2026, security researchers uncovered two critical sandbox escape vulnerabilities in the popular n8n workflow automation platform, identified as CVE-2026-1470 and CVE-2026-0863. The flaws allowed authenticated users to exploit weaknesses in JavaScript and Python sandboxing mechanisms, enabling remote code execution on affected self-hosted instances. Attackers with valid user credentials could abuse these vulnerabilities to gain control of underlying systems, access sensitive data, and potentially compromise integrated services. Despite requiring authentication, the ease of privilege escalation and potential for lateral movement made these vulnerabilities highly impactful. This incident is highly significant given the large number of exposed n8n instances and the growing reliance on workflow automation by organizations worldwide. The vulnerabilities underline persistent challenges in securely sandboxing dynamic scripting languages, a common risk in platforms that allow code-based automation or AI integrations. The slow patching pace also highlights the pressing need for improved vulnerability management across self-hosted cloud infrastructure.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Empire Market Dark Web Takedown: Owner Pleads Guilty in $430M Cybercrime Plot
Financial Services9 months ago

Empire Market Dark Web Takedown: Owner Pleads Guilty in $430M Cybercrime Plot

In January 2026, U.S. authorities announced that Raheim Hamilton (“Sydney”/“ZeroAngel”), a co-founder of the notorious Empire Market, pleaded guilty to federal drug conspiracy charges. From 2018 to 2020, Empire Market operated as a large-scale dark web marketplace accessible via TOR, facilitating over $430 million in illegal transactions, primarily enabling drug sales but also distributing stolen credentials, hacking tools, and counterfeit currency. Hamilton and partner Thomas Pavey laundered illicit proceeds through cryptocurrency and designed the site to evade law enforcement, directly overseeing vendor disputes and operational security. This prosecution underscores the ongoing threat and operational sophistication of dark web cybercrime marketplaces, even after earlier takedowns. As digital criminal platforms persistently adapt, law enforcement and organizations must address the evolving risks involving anonymized markets, cryptocurrency transactions, and the proliferation of illicit digital goods and services.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
FBI Takedown of RAMP: Ransomware's Last Open Forum Seized in 2026
Banking/Mortgage9 months ago

FBI Takedown of RAMP: Ransomware's Last Open Forum Seized in 2026

In January 2026, the FBI seized control of the notorious Russian-speaking RAMP cybercrime forum, widely used by ransomware gangs to promote operations, recruit affiliates, and trade access to compromised networks. Both its Tor and clearnet domains were confiscated, and a seizure notice was displayed in coordination with U.S. law enforcement agencies. As one of the last prominent ransomware-friendly forums, RAMP had become a hub for multiple groups, facilitated by threat actor Mikhail Matveev (aka Orange/Wazawaka). The FBI now possesses potentially incriminating data on user identities, logins, and private communications, increasing the risk of arrests for those with poor operational security. This takedown reflects a broader law enforcement crackdown on cybercrime infrastructure supporting ransomware attacks. The RAMP seizure is significant amid heightened regulatory and industry focus on disrupting the ransomware ecosystem and demonstrates the ongoing risk of exposure for those operating in or near dark web forums.

Medium impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Electrum-Linked Wiper Attack Disables Key Systems in Polish Energy Grid

Electrum-Linked Wiper Attack Disables Key Systems in Polish Energy Grid

In late December 2025, a coordinated cyberattack targeted Poland’s distributed energy resource (DER) sites, including combined heat and power, wind, and solar dispatch facilities. The attackers, identified as the Russian-linked Electrum (overlapping with APT44/Sandworm), exploited misconfigurations and exposed operational technology, corrupting or destroying key OT and Windows systems at nearly 30 sites. While no electrical outages were reported and power generation largely continued, remote monitoring and control capabilities were disabled and some equipment rendered inoperable, exposing critical vulnerabilities in Poland’s decentralized energy grid. This incident highlights a significant evolution in threat actor tactics toward industrial systems, specifically targeting the backbone of modern hybrid energy infrastructure. Increased focus on OT security, zero-trust segmentation, and resilient operational controls is crucial as sophisticated groups continue probing for weaknesses in vital infrastructure globally.

High impact

Kill Chain

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

Security Research & Insights

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

Market Perspectives

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

How CNSF Protects Cloud Workloads

Cloud attackers don’t rely on a single exploit — they rely on paths.

Once inside, attackers move laterally between workloads, establish command-and-control through egress paths, and exfiltrate data through legitimate cloud services — often before detection tools generate an alert. These paths exist because most security architectures enforce at centralized inspection points, not at every workload. The paths that matter most are the ones that never reach a central firewall.

Aviatrix Cloud Native Security Fabric (CNSF) contains attacks by enforcing policy at every workload communication path — containing blast radius, blocking lateral movement, and cutting off egress before data leaves the environment.

Utilize the Network Layer

With CNSF, enterprises can:

  • Contain attack paths at runtime

    Gain visibility into east-west and egress workload communication and apply controls that limit lateral movement, unauthorized egress, and uncontrolled trust expansion.

  • Eliminate blind spots in workload-to-workload traffic

    Observe traffic across VPCs/VNets, regions, and cloud providers using cloud native telemetry — including paths that posture tools and point controls don’t model.

  • Secure modern and AI-driven workloads

    Understand how agents, services, and workloads communicate at runtime, and enforce policy to reduce the risk of misuse, over-privileged access, or unintended data flows.

  • Apply consistent Zero Trust controls without slowing teams

    Enforce segmentation, egress control, and encryption centrally across clouds — without agents, application changes, or developer friction.

See Your Attack Paths. Close the Gaps with CNSF.

Blast radius starts where your enforcement stops.

Most security architectures enforce at centralized inspection points. Attackers move between workloads on paths that never reach those points — building blast radius invisibly until detection tools fire, often too late.

The Executive Assistant That Broke the Company Why Shadow AI is the New Cloud Crisis card image

Your assessment delivers:

  • The Aviatrix Workload Attack Path Assessment (WAPA) analyzes real workload communication using cloud native telemetry to uncover attack paths already present in your environment — and shows how Cloud Native Security Fabric (CNSF) can break those paths with runtime enforcement.

Containment Era Intelligence

The threat landscape has changed.
Has your question changed with it?

In March 2026, TeamPCP proved that detection-first architectures cannot contain attacks that move through trusted code, not around defenses. Today’s threat actors don’t break in — they log in, blend in, and expand silently. This command center tracks the evolving threat landscape and helps you measure your Blast Radius — the architectural metric that defines resilience in the Containment Era.

8
Tracked Campaigns
82%
Intrusions are malware-free
— CrowdStrike GTR 2026
29 min
Avg. eCrime breakout time
— CrowdStrike GTR 2026
27 sec
Fastest observed breakout
— CrowdStrike GTR 2026

This command center tracks 8 active campaigns and measures your Blast Radius: what an attacker can reach once inside your environment.

Contain the Blast Radius

See the attack paths already present in your environment — and where CNSF containment controls would break them.

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