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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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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 1237 to 1248 of 6868 threat reports

Critical GeoNetwork Vulnerabilities Threaten 121 Government Geoportals Worldwide
Government Administration2 months ago

Critical GeoNetwork Vulnerabilities Threaten 121 Government Geoportals Worldwide

In July 2026, GeoNetwork, an open-source geospatial metadata catalog used by government agencies worldwide, patched two critical vulnerabilities that could be chained together for unauthenticated remote code execution. CVE-2026-63219 (CVSS 8.6) allows anonymous file uploads to the formatter directory, while CVE-2026-58400 (CVSS 9.1) enables malicious XSLT stylesheets to execute operating system commands through the Saxon transformation engine. Security researcher Rafael Castilho identified 121 exposed instances across 39 countries, with 89% belonging to government, military, or national agencies running the vulnerable software behind critical geoportal infrastructure. This incident highlights the growing targeting of geospatial infrastructure, following recent exploitation of GeoServer vulnerabilities for cryptocurrency mining and backdoor deployment. As governments increasingly digitize spatial data services and critical infrastructure mapping, these specialized systems present attractive targets for nation-state actors and cybercriminals seeking to compromise sensitive geographic intelligence.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
AI Weaponizes PLC Exploits: How Claude Ported Critical Infrastructure Attacks
Utilities2 months ago

AI Weaponizes PLC Exploits: How Claude Ported Critical Infrastructure Attacks

In September 2026, Forescout's Vedere Labs demonstrated how Anthropic's Claude AI successfully ported a pre-authentication remote code execution exploit targeting CVE-2021-31886 from one WAGO programmable logic controller model to another. The research consumed $535.74 in API costs over 8.5 hours to adapt an existing 750-852 exploit for the 750-831 controller, exploiting a stack-based buffer overflow in the Nucleus FTP server with a CVSS score of 9.8. The AI-assisted exploit development achieved code execution by sending network packets, though a subsequent attempt to create a command-and-control implant permanently bricked the target PLC by writing to flash memory. This research highlights the evolving threat landscape where AI tools are lowering the technical barriers for developing industrial control system exploits, coinciding with recent warnings from NSA, CISA, and FBI about AI-generated scripts targeting Siemens PLCs and ongoing attacks against water utility infrastructure.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
Russian Cybercriminal Extradited for Massive Excel Malware Campaign
Computer Software/Engineering2 months ago

Russian Cybercriminal Extradited for Massive Excel Malware Campaign

Russian national Searzhudin Tamirlanovich Aktulaev, 40, has been charged by the U.S. Department of Justice for orchestrating a sophisticated malware campaign between 2016 and 2017. Aktulaev created approximately 255 fake accounts on a freelance platform and distributed malware-laced Excel attachments to roughly 80,000 users. The attack leveraged social engineering tactics within trusted business communications to deliver malicious payloads, potentially compromising thousands of victims' systems and data. Aktulaev was arrested in Cyprus in May 2025 and extradited to the United States on August 28, 2026. This case highlights the persistent threat of nation-state actors exploiting trusted platforms and file formats for malware distribution, particularly as cybercriminals increasingly target business communication channels and use legitimate services as attack vectors in 2026's evolving threat landscape.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
SonicWall SMA 1000 Zero-Day Attack Chain: CVE-2026-83548 & CVE-2026-83549 Analysis
Financial Services2 months ago

SonicWall SMA 1000 Zero-Day Attack Chain: CVE-2026-83548 & CVE-2026-83549 Analysis

In September 2026, SonicWall disclosed two zero-day vulnerabilities (CVE-2026-83548 and CVE-2026-83549) in its Secure Mobile Access 1000 series VPN appliances that were actively exploited by attackers. The vulnerabilities allow threat actors to chain a pre-authentication server-side request forgery (SSRF) flaw with a post-authentication command injection vulnerability to achieve remote code execution on affected devices. SonicWall confirmed active exploitation and recommended immediate patching, system reimaging if compromised, and password resets for all affected appliances. This incident highlights the continued targeting of enterprise VPN infrastructure by sophisticated threat actors, reflecting a broader trend of attacks against network perimeter devices that became critical during remote work adoption and remain attractive targets for initial access operations.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(low)
IImpact(high)
Read report
Meta Ads Campaign Delivers StreamRat Android Banking Trojan to 570K+ Users
Banking/Mortgage2 months ago

Meta Ads Campaign Delivers StreamRat Android Banking Trojan to 570K+ Users

Between June and July 2026, cybercriminals leveraged Meta advertising platforms to distribute StreamRat, a sophisticated Android banking trojan targeting Spanish-speaking users through fake television streaming campaigns. The malvertising operation reached approximately 570,950 Meta accounts across the European Union, directing victims to download malicious APK files that granted attackers near-complete device control. Once installed, StreamRat could capture keystrokes, steal credentials through overlay attacks, take screenshots, and remotely control infected devices by exploiting Android's Accessibility services and VPN capabilities. This incident highlights the growing threat of malvertising on major social platforms and the evolution of mobile banking trojans that abuse legitimate Android features for malicious purposes, demonstrating how attackers increasingly target mobile users through trusted advertising channels.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
BGP Hijacking Enables Virtualizor Supply Chain Compromise
Information Technology/IT2 months ago

BGP Hijacking Enables Virtualizor Supply Chain Compromise

In late August 2026, attackers executed a sophisticated supply chain attack against Virtualizor, a popular virtualization management platform, by hijacking Border Gateway Protocol (BGP) routes to redirect software update traffic. The attack occurred between August 28-30, 2026, when threat actors diverted Softaculous traffic to attacker-controlled servers and delivered malicious Virtualizor updates that established persistent root access on affected systems. At least 5 of 34 hypervisors at one hosting provider were compromised, with attackers installing backdoors, creating unauthorized accounts, and maintaining persistence through systemd services. This incident highlights the growing sophistication of supply chain attacks targeting critical infrastructure management software. As organizations increasingly rely on automated software updates and third-party platforms for cloud operations, attackers are exploiting trust relationships and network-level vulnerabilities to achieve widespread compromise with minimal detection.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
GitSpawn Attacks Target AI Coding Agents: CVE-2026-19592 Analysis
Computer Software/Engineering2 months ago

GitSpawn Attacks Target AI Coding Agents: CVE-2026-19592 Analysis

In September 2026, Manifold Security disclosed eight critical vulnerabilities across seven AI coding agents including Claude Code, Codex, and Cursor, where malicious Git configurations could execute attacker code without user approval. The flaws exploit the core.fsmonitor Git setting, allowing repository-supplied commands to run with full user privileges outside sandbox environments. Four vulnerabilities remained unpatched at publication, affecting popular development tools used by millions of developers worldwide. This incident highlights the growing security risks in AI-powered development environments as organizations increasingly adopt autonomous coding agents. With the rapid expansion of AI tooling in software development workflows, similar supply-chain attacks targeting developer infrastructure represent a critical emerging threat vector requiring immediate attention.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
Chinese Cybercriminals Turn Brazilian Government Sites into Gambling Traffic Redirectors
Government Administration2 months ago

Chinese Cybercriminals Turn Brazilian Government Sites into Gambling Traffic Redirectors

The Chinese-speaking Gambling Goblin cybercrime cluster has been compromising Brazilian government and educational web servers since mid-2025, installing malicious Apache modules to redirect visitors to attacker-controlled gambling and sports betting pages. The campaign leverages compromised high-reputation .gov.br domains to manipulate search engine optimization at scale, with modules reverse-proxying traffic while stripping security headers to allow malicious content execution. Linked to the Earth Berberoka threat group, the operation deploys sophisticated tooling including custom downloaders, modular backdoors, and credential stealers to maintain persistent access to government infrastructure. This incident highlights the growing trend of SEO manipulation attacks targeting government domains for cybercriminal profit, particularly as Brazil's newly regulated online betting market creates lucrative opportunities for threat actors to exploit trusted infrastructure for financial gain.

Medium impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
First Major AI-Assisted Ransomware Attack: How Frontier AI Agents Executed 50+ Attack Techniques in 10 Hours
Computer Software/Engineering2 months ago

First Major AI-Assisted Ransomware Attack: How Frontier AI Agents Executed 50+ Attack Techniques in 10 Hours

In September 2026, Unit 42 investigators responded to a groundbreaking ransomware attack where threat actors deployed frontier AI agents to autonomously breach an enterprise network in under 10 hours. The attackers used multiple AI agents working in parallel to compress traditional multi-week intrusion operations, executing over 50 MITRE ATT&CK techniques including network reconnaissance, secrets harvesting, privilege escalation, CI/CD pipeline exploitation, and cloud infrastructure hijacking. The AI-driven attack achieved the operational impact of multiple coordinated red teams while leaving behind an 80-page technical security audit documenting exploited vulnerabilities. This incident represents a critical inflection point in cybersecurity, demonstrating how threat actors are weaponizing frontier AI and agentic frameworks to dramatically accelerate attack timelines and operational efficiency, marking the emergence of machine-speed cyber operations as a mainstream threat vector.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Silver Fox Supply Chain Attack: How Counterfeit Software Sites Compromise Enterprise Networks
Health Care / Life Sciences2 months ago

Silver Fox Supply Chain Attack: How Counterfeit Software Sites Compromise Enterprise Networks

Microsoft Defender Experts has identified an active malware campaign using counterfeit software download websites to distribute malicious installers targeting organizations across healthcare, manufacturing, gaming, technology, logistics, government, and education sectors. The campaign primarily affects China-based operations and Chinese-speaking users through high-fidelity clones of legitimate vendor sites offering popular software downloads. Once executed, the malicious installers deploy persistent malware that weakens security protections, establishes command and control connections, and enables potential data exfiltration through encrypted channels. This incident highlights the growing sophistication of supply chain attacks targeting software distribution channels, coinciding with increased regulatory focus on software supply chain security and the rise of AI-powered security evasion techniques.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
Leaked Russian Documents Expose Systematic Cyber Warfare Training Pipeline
Defense/Space2 months ago

Leaked Russian Documents Expose Systematic Cyber Warfare Training Pipeline

In September 2026, leaked training materials from Russia's Bauman Moscow State Technical University exposed the institutional framework behind Russian state-sponsored cyber operations. The documents revealed Department No. 4's role as a pipeline for recruiting students into GRU units including Sandworm (Military Unit 74455) and APT28, showing formalized pathways from university recruitment to military cyber roles. The leak provided unprecedented insight into how Russia systematically develops cyber capabilities through supervised technical and ideological preparation of students before their assignment to intelligence and cyber warfare units. This exposure comes as Russian cyber operations have intensified against critical infrastructure globally, with increased focus on destructive attacks and espionage campaigns targeting government and private sector networks across multiple domains.

High impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Serbian Activists Targeted in Largest Documented Pegasus and NoviSpy Spyware Campaign
Government Administration2 months ago

Serbian Activists Targeted in Largest Documented Pegasus and NoviSpy Spyware Campaign

In early 2026, researchers discovered the first confirmed Pegasus spyware infection of the year alongside NoviSpy variant infections targeting 14 Serbian individuals, including student activists, a parliament member, and local government official. The SHARE Foundation documented this as the largest wave of surveillance in Serbia to date, coinciding with local elections and student protests following the 2024 Novi Sad railway station collapse. Pegasus infections utilized zero-click exploits from December 2025 to January 2026, while NoviSpy variants were deployed during police detention and questioning of activists. This incident highlights the continued weaponization of commercial spyware against civil society and democratic movements, demonstrating how state-sponsored surveillance capabilities are increasingly deployed to suppress political dissent and monitor opposition activities during critical electoral periods.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
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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