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 433 to 444 of 6836 threat reports

16 Malicious Firefox Extensions Target Crypto Wallets in Sophisticated 2026 Campaign
16 Malicious Firefox Extensions Target Crypto Wallets in Sophisticated 2026 Campaign

16 Malicious Firefox Extensions Target Crypto Wallets in Sophisticated 2026 Campaign

In October 2026, cybersecurity researchers discovered 16 malicious Mozilla Firefox extensions masquerading as legitimate Rabby and OKX cryptocurrency wallets. These extensions specifically targeted cryptocurrency users by intercepting wallet recovery phrases and private keys during import flows, then exfiltrating the stolen credentials to attacker-controlled Cloudflare Workers infrastructure. The campaign represents a continuation of earlier attacks documented in August 2026, with threat actors rotating package names and extension identifiers while reusing the same credential-harvesting logic and network infrastructure. All identified extensions have been removed from the Firefox add-on store as of October 5, 2026. This incident highlights the growing sophistication of cryptocurrency-focused malware campaigns and the increasing abuse of browser extension ecosystems for credential theft. The attack demonstrates how threat actors are systematically targeting the expanding cryptocurrency user base through trusted distribution channels, making extension security and wallet hygiene critical priorities for organizations and individuals managing digital assets.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Wazza Phishkit: Advanced Multi-Stage Attack Targets Critical Infrastructure
Wazza Phishkit: Advanced Multi-Stage Attack Targets Critical Infrastructure
Banking/Mortgage3 weeks ago

Wazza Phishkit: Advanced Multi-Stage Attack Targets Critical Infrastructure

The Wazza phishing kit represents a sophisticated multi-stage attack campaign targeting banking, government, and manufacturing organizations across the United States, Europe, and Australia in 2026. This advanced phishing operation employs a complex routing infrastructure that includes wildcard domains, session tokens, and anti-bot validation to filter victims before delivering Adobe-themed Device Code phishing pages. The campaign demonstrates significant evolution in phishing tactics, moving beyond simple credential harvesting to implement session management, traffic controls, and automated filtering systems that make detection more challenging for security teams. This incident highlights the current trend toward more sophisticated phishing infrastructure as attackers adapt to improved security detection capabilities and automated threat response systems across enterprise environments.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(medium)
Read report
How AI-Powered ARTEX Tool Compromised South Korean Financial Institutions
How AI-Powered ARTEX Tool Compromised South Korean Financial Institutions
Banking/Mortgage3 weeks ago

How AI-Powered ARTEX Tool Compromised South Korean Financial Institutions

Between late September and early October 2026, threat actors leveraged ARTEX, an open-source AI-powered penetration testing tool developed in China, to conduct targeted attacks against South Korean financial institutions. The campaign utilized large language models including DeepSeek v4.1-flash, GLM-5.3, and Grok 4.6 to automate reconnaissance, exploitation, and data exfiltration. CrowdStrike discovered the operation through exposed directories on a Hong Kong-based IP address containing Claude Code session histories and ARTEX configuration files. Evidence suggests Chinese-speaking operators motivated by financial gain, with attackers specifically researching Korean data breach marketplaces and Telegram sales channels. This incident highlights the emerging threat of AI-weaponized attacks where sophisticated language models automate complex multi-stage cyber operations. The misuse prompted ARTEX's developer to immediately transition the tool to closed-source, demonstrating how legitimate security research tools are being rapidly co-opted by malicious actors to enhance attack capabilities at scale.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Russia's UAC-0099 Evolves with ASHVEIN RAT and Anti-AI Evasion Tactics
Russia's UAC-0099 Evolves with ASHVEIN RAT and Anti-AI Evasion Tactics

Russia's UAC-0099 Evolves with ASHVEIN RAT and Anti-AI Evasion Tactics

The Russia-aligned threat actor UAC-0099, tracked as Earth Sirrush, has deployed a previously undocumented .NET infostealer and RAT called ASHVEIN (internally named TelemetryBrowser) in targeted attacks against Ukrainian government personnel since October 2025. The malware features credential theft capabilities for Chrome and Firefox browsers, screenshot capture, file enumeration, PowerShell remote shell execution, and encrypted command-and-control communications that hide tasking inside invisible HTML elements. UAC-0099 has been actively targeting Ukrainian government, defense, border guard, and logistics entities since mid-2022 following Russia's invasion, serving as an initial access broker for the destructive Sandworm APT group. This incident demonstrates the continued evolution of state-sponsored cyber espionage capabilities targeting critical infrastructure during ongoing geopolitical conflicts. The threat actor's shift from PowerShell-based tools to sophisticated .NET malware with anti-analysis features, including GuardBreaker techniques designed to fool AI-assisted security analysis, represents a significant advancement in evasion tactics that security teams worldwide must prepare to counter.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Microsoft FORGE Lab Scales AI Vulnerability Research to 140 CVEs in 2026
Microsoft FORGE Lab Scales AI Vulnerability Research to 140 CVEs in 2026

Microsoft FORGE Lab Scales AI Vulnerability Research to 140 CVEs in 2026

Microsoft's FORGE Lab demonstrated significant advances in AI-powered vulnerability research throughout 2026, discovering 140 CVEs in Windows systems and submitting 155 validated reports across 23 open-source projects. Using their multi-model agentic scanning harness (MDASH), the team achieved automated vulnerability discovery at scale, with proof-of-concept generation averaging $3.61 in model costs and 21.5 minutes per Linux kernel finding. The initiative included successful collaboration with the Linux Foundation's Akrites program, resulting in the first Akrites submission to achieve a merged Linux kernel patch. This research represents a paradigm shift in cybersecurity as AI-powered vulnerability discovery transitions from experimental capability to operational reality, fundamentally changing how organizations must approach security validation and remediation at machine speed.

Medium impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(high)
IImpact(medium)
Read report
Fake Brand Partnerships Target YouTube Creators in Sophisticated Google Account Takeover Scam
Fake Brand Partnerships Target YouTube Creators in Sophisticated Google Account Takeover Scam

Fake Brand Partnerships Target YouTube Creators in Sophisticated Google Account Takeover Scam

A sophisticated social engineering campaign targeting YouTube content creators impersonates legitimate brands like Hollyland, Nike, and Spotify to steal Google account credentials. The attack begins with personalized sponsorship emails referencing specific channel content, leading victims through a fake collaboration platform that appears legitimate with income calculators and contract features. The scheme culminates in a credential harvesting page disguised as Google OAuth authentication, allowing attackers to fully compromise accounts by changing recovery methods and backup codes. Once successful, attackers can access Gmail, Google Drive, and YouTube channels to spread malicious content or conduct further social engineering attacks against the creator's network. This incident highlights the growing trend of business email compromise targeting the creator economy, where attackers exploit the legitimate sponsorship process that content creators rely on for revenue. As social media influence becomes increasingly monetized, threat actors are adapting their tactics to exploit trust relationships between brands and creators.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Web3 Supply Chain Attacks Target Enterprise Cloud Infrastructure
Web3 Supply Chain Attacks Target Enterprise Cloud Infrastructure

Web3 Supply Chain Attacks Target Enterprise Cloud Infrastructure

Unit 42 researchers have identified a sophisticated evolution in supply chain attacks where threat actors exploit Web3 infrastructure components and open-source repositories to infiltrate enterprise cloud environments. These attacks leverage the decentralized nature of Web3 technologies, including blockchain nodes, smart contracts, and decentralized applications, as entry points into traditional cloud infrastructure. Attackers compromise popular npm packages, Docker containers, and Kubernetes configurations used in Web3 development, then pivot to cloud workloads and data repositories. The campaign has affected multiple organizations across financial services and technology sectors, resulting in data exfiltration and cryptocurrency theft. This attack pattern represents a critical shift as Web3 adoption accelerates in enterprise environments, creating new attack surfaces that traditional security controls often miss due to the hybrid nature of these deployments.

High impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
FBI-French Joint Operation Dismantles AI-Powered Deepfake Exploitation Network
FBI-French Joint Operation Dismantles AI-Powered Deepfake Exploitation Network

FBI-French Joint Operation Dismantles AI-Powered Deepfake Exploitation Network

In October 2024, the FBI and French authorities conducted a coordinated operation to seize two websites, NudeLeaksTeens and NLTVIDS, that were distributing child sexual exploitation material including AI-generated deepfake content. A 25-year-old French resident suspected of being the primary administrator was arrested by French cybercrime division. The sites monetized stolen and hacked content from social media platforms including Snapchat, TikTok, Instagram and Facebook, using cryptocurrency payments and proprietary currency systems. One collection containing 189GB of material on 315 victims sold for $64.90. This operation highlights the evolving threat landscape where cybercriminals are leveraging AI deepfake technology to create and distribute illegal content at scale. The case demonstrates how traditional cybercrime techniques like social media account compromise are being combined with emerging AI capabilities to exploit victims and evade detection through decentralized hosting and cryptocurrency payments.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Advantest Ransomware Attack Exposes Critical Gaps in Semiconductor Supply Chain Security
Advantest Ransomware Attack Exposes Critical Gaps in Semiconductor Supply Chain Security
Semiconductors3 weeks ago

Advantest Ransomware Attack Exposes Critical Gaps in Semiconductor Supply Chain Security

In February 2026, Advantest Corporation, a leading Japanese semiconductor test equipment manufacturer, suffered a ransomware attack that compromised sensitive personal information of individuals. Threat actors gained unauthorized access to company systems, deployed ransomware, and exfiltrated data containing contact information, Social Security numbers, driver's licenses, passport numbers, medical information, and financial data. The company took eight months to confirm the data breach, notifying affected individuals in October 2026 and offering 18-month identity monitoring services through Kroll. This incident highlights the continuing evolution of ransomware groups targeting critical semiconductor supply chain companies, exploiting the industry's increasing digitization and interconnected manufacturing processes that are vital to global technology infrastructure.

High impact

Kill Chain

ICInitial Compromise(low)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
SonicWall Issues Critical SSRF Vulnerability Warning for SMA1000 Gateways
SonicWall Issues Critical SSRF Vulnerability Warning for SMA1000 Gateways

SonicWall Issues Critical SSRF Vulnerability Warning for SMA1000 Gateways

SonicWall disclosed a maximum-severity server-side request forgery (SSRF) vulnerability (CVE-2026-102255) affecting SMA1000 series appliances in October 2026. The flaw exists in the Appliance WorkPlace interface of SMA1000 6210, 7210, and 8200v models, allowing remote unauthenticated attackers to exploit an unintended alternate access path to direct appliances to issue requests on their behalf and perform unauthorized operations. SonicWall released hotfixes to address the vulnerability, with over 400 Internet-exposed SMA1000 appliances currently tracked by security researchers. This incident underscores the continuing threat to enterprise VPN infrastructure, as SMA1000 appliances have been repeatedly targeted throughout 2026 with multiple zero-day exploits leading to ransomware deployment and custom malware installation across government agencies and large corporations.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Critical Atlassian Vulnerability CVE-2026-21589 Exploited Within Hours of PoC Release
Critical Atlassian Vulnerability CVE-2026-21589 Exploited Within Hours of PoC Release

Critical Atlassian Vulnerability CVE-2026-21589 Exploited Within Hours of PoC Release

In October 2026, threat actors began exploiting CVE-2026-21589, a critical unauthenticated arbitrary file access vulnerability affecting multiple Atlassian products including Jira, Confluence, and Bitbucket. Within hours of watchTowr publishing a detailed technical report and proof-of-concept, Previdian detected active exploitation attempts on their honeypot network. The vulnerability allows attackers to access specific files in the application's web root directory without authentication, and in Crowd-integrated deployments, can escalate to full administrator access by reading plaintext credentials from configuration files. This incident highlights the accelerating timeline from vulnerability disclosure to active exploitation in the modern threat landscape. The rapid weaponization demonstrates how detailed technical research, while valuable for defenders, can be immediately leveraged by threat actors with automated scanning tools and public proof-of-concepts becoming available within hours of disclosure.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
PoeLLM Cryptomining Botnet Exploits AI Server Vulnerabilities
PoeLLM Cryptomining Botnet Exploits AI Server Vulnerabilities

PoeLLM Cryptomining Botnet Exploits AI Server Vulnerabilities

The PoeLLM cryptomining campaign has compromised over 3,400 AI servers since April 2026, targeting exposed AI services like LiteLLM, Ollama, and Gotenberg PDF converter. The malware uses an innovative command-and-control mechanism, extracting IPv4 addresses from keywords in a poem hosted on GitHub. Once infected, servers become scanning platforms that exploit CVE-2026-42271 and CVE-2026-48710 for unauthenticated remote code execution while mining cryptocurrency through the Kryptex service. Peak activity reached 800 active infected systems in a single day, primarily affecting systems across the United States and Western Europe. This incident highlights the growing threat to AI infrastructure, as these systems often run on powerful GPU clusters with poor security configurations and excessive internet exposure, making them prime targets for cryptomining operations.

High impact

Kill Chain

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