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 1381 to 1392 of 6877 threat reports

Iranian APT Nimbus Manticore Deploys Advanced SSH Tunneling and Backdoor Tools
Telecommunications2 months ago

Iranian APT Nimbus Manticore Deploys Advanced SSH Tunneling and Backdoor Tools

In August 2026, cybersecurity researchers discovered new infrastructure and previously undocumented malware tools used by Nimbus Manticore, an Iranian state-sponsored hacking group linked to the Islamic Revolutionary Guard Corps (IRGC). The threat actor has expanded their arsenal with a TWOSTROKE-like C++ backdoor and an SSH tunneling utility that masquerades as Windows Terminal Server SDK components. Group-IB's analysis revealed extensive infrastructure spanning Europe and the Middle East, indicating an expanded targeting profile beyond their traditional focus on defense, aerospace, and military organizations in the Middle East and United States. This incident highlights the continued evolution of Iranian APT capabilities and their persistent focus on establishing long-term access to critical infrastructure. As nation-state actors increasingly develop sophisticated toolsets and expand their geographic reach, organizations must prioritize comprehensive network visibility and east-west traffic monitoring to detect lateral movement and command-and-control activities.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(low)
Read report
North Korean APT Group Exploits AI Development Supply Chain in Sophisticated Campaign
Card image — North Korean APT Group Exploits AI Development Supply Chain in Sophisticated Campaign

North Korean APT Group Exploits AI Development Supply Chain in Sophisticated Campaign

In July 2026, Amazon's threat intelligence team identified a North Korean state-sponsored hacker group behind multiple open-source supply chain attacks targeting NPM packages including axios, debug, chalk, and typo-crypto. The DPRK-linked threat actor demonstrated evolved tradecraft leveraging generative AI to enhance their attack methodologies. Simultaneously, AWS published 21 security bulletins addressing critical vulnerabilities across open-source SDKs, MCP servers, and developer tools, with key themes including credential disclosure, SSRF attacks, command injection, and insufficient input validation in AI-integrated workflows. This incident highlights the growing sophistication of nation-state actors exploiting the software supply chain, particularly as organizations rapidly adopt AI-powered development tools and agent-based workflows that expand the attack surface through LLM integrations.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
First Android Malware Targeting Car Head Units Discovered in MoYu Group Campaign
Automotive2 months ago

First Android Malware Targeting Car Head Units Discovered in MoYu Group Campaign

In August 2026, Kaspersky researchers discovered JarService, the first documented Android malware specifically targeting automotive head units. The malware, attributed to the MoYu Group behind the notorious BadBox botnet, infected DoFun-manufactured car head units by exploiting vulnerabilities in the TWCore firmware update system. The multistage downloader spreads through legitimate update functionality and ultimately deploys click-fraud malware and reverse-proxy modules to recruit infected vehicles into a botnet for ad fraud purposes. While the infected infotainment systems pose no direct physical safety risks to drivers, this represents a significant expansion of botnet operations into connected vehicle infrastructure. This incident highlights the growing threat surface as cybercriminals increasingly target IoT and connected vehicle ecosystems. With automotive systems becoming more interconnected and the rise of software-defined vehicles, securing update mechanisms and embedded systems has become critical for preventing botnet recruitment and protecting connected infrastructure from exploitation.

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
Mastering AWS Multi-Stage Attack Detection Through Cross-Service Correlation
Card image — Mastering AWS Multi-Stage Attack Detection Through Cross-Service Correlation
Financial Services2 months ago

Mastering AWS Multi-Stage Attack Detection Through Cross-Service Correlation

AWS published a comprehensive guide detailing how cybersecurity teams can detect sophisticated multi-stage attacks by correlating signals across multiple cloud services including CloudTrail, GuardDuty, VPC Flow Logs, and Route 53 Resolver. The guidance demonstrates how attackers move through five phases - initial access, discovery, privilege escalation, lateral movement, and exfiltration - leaving distinct signatures in different AWS services. By combining AWS detection capabilities with business-specific context such as data classification and access norms, security teams can identify attack patterns that individual service alerts might miss, particularly when threat actors use legitimate credentials and authorized API calls to mask their activities. This guidance becomes critical as cloud environments face increasingly sophisticated attacks where adversaries leverage valid authentication mechanisms and blend malicious activities with normal business operations. The rise of multi-cloud environments and the growing sophistication of nation-state actors make cross-service correlation essential for modern threat detection.

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(low)
Read report
State Actors and Ransomware Groups Converge on Edge Infrastructure: What the Tenable-SentinelOne Analysis Reveals
Card image — State Actors and Ransomware Groups Converge on Edge Infrastructure: What the Tenable-SentinelOne Analysis Reveals
Financial Services2 months ago

State Actors and Ransomware Groups Converge on Edge Infrastructure: What the Tenable-SentinelOne Analysis Reveals

A joint analysis by Tenable and SentinelOne of 93 CVE-actor attribution pairs revealed that state-sponsored threat actors and cybercriminals independently converge on the same edge infrastructure vulnerabilities across major vendors including F5, Fortinet, Citrix, and Ivanti. The research found that 54% of F5 customer environments have at least one exposed, actively-exploited CVE, while twelve vulnerabilities showed confirmed multi-nexus attribution spanning China, Russia, DPRK, Iran, and ransomware groups. High-priority CVEs paradoxically take 24 days longer to remediate than standard vulnerabilities, creating extended windows of opportunity for attackers targeting VPN gateways, firewalls, and remote access appliances. This convergence highlights the urgent need for organizations to rethink their approach to edge device security as nation-state actors increasingly share attack surfaces with cybercriminals, making traditional threat-model assumptions obsolete in an era of blended adversary tactics.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Critical Nvidia NemoClaw Flaw Exposes AI Agents to Persistent Poisoning Attacks
Card image — Critical Nvidia NemoClaw Flaw Exposes AI Agents to Persistent Poisoning Attacks

Critical Nvidia NemoClaw Flaw Exposes AI Agents to Persistent Poisoning Attacks

In August 2026, security researchers from Cyera's Oasis Identity Research discovered a critical vulnerability in Nvidia's NemoClaw tool that enables AI agent poisoning through DNS rebinding attacks. The flaw stems from improper network configuration of the Ollama API, which binds to 0.0.0.0:11434 instead of localhost, exposing an unauthenticated model server to browser-based attacks. Attackers can exploit this through malicious web pages to gain persistent control over local LLM instances, silently injecting hidden instructions into chat templates that corrupt AI agent behavior across all subsequent conversations. This represents a new class of AI infrastructure vulnerability where traditional networking flaws cascade into persistent model compromise, affecting organizations deploying autonomous AI agents with elevated system access. This incident highlights the emerging risks of agentic AI deployment where infrastructure misconfigurations can lead to persistent model corruption, demonstrating how traditional security concepts must evolve for AI-powered systems as organizations rapidly adopt autonomous agents.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
Forcepoint Exposes Critical AI Vulnerability: Hidden Prompts Manipulate Email Summarizers
Card image — Forcepoint Exposes Critical AI Vulnerability: Hidden Prompts Manipulate Email Summarizers
Financial Services2 months ago

Forcepoint Exposes Critical AI Vulnerability: Hidden Prompts Manipulate Email Summarizers

In August 2026, Forcepoint X-Labs researchers demonstrated how attackers can manipulate AI-powered email summarizers through hidden HTML prompt injections. The proof-of-concept study showed that malicious instructions embedded in invisible text can cause AI assistants like Claude Haiku 4.5 to generate false summaries, altering critical information such as invoice amounts and meeting dates. The attack succeeded in all 10 test runs, with recipients receiving no indication that the AI-generated summaries contained corrupted data. This research validates OWASP's consistent ranking of prompt injection as the top risk for LLM applications since 2023. This incident highlights the growing urgency around AI security as organizations increasingly deploy autonomous AI agents with expanded capabilities beyond simple summarization, including email sending and meeting scheduling functions that could amplify attack impact.

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
How Interpol's Jackal IV Exposed the Hidden Infrastructure Behind Global Cybercrime
Banking/Mortgage2 months ago

How Interpol's Jackal IV Exposed the Hidden Infrastructure Behind Global Cybercrime

Interpol's Operation Jackal IV concluded in August 2026 as a coordinated international law enforcement effort targeting West African cybercrime syndicates across 22 countries. The operation resulted in 58 arrests and identification of 263 additional suspects, focusing particularly on Black Axe and similar transnational organized crime networks responsible for business email compromise, romance scams, and cryptocurrency fraud. Unlike previous operations, Jackal IV emphasized intelligence gathering and infrastructure disruption over arrest numbers, targeting crime-as-a-service networks that provide domains and money laundering support to cybercriminal groups. Authorities seized $3.8 million in assets across Argentina, South Africa, Romania, and Italy, dismantling call center operations and shell company networks. This operation highlights the evolving sophistication of West African cybercrime infrastructure and the increasing reliance on specialized service providers. The emphasis on disrupting criminal support networks rather than individual operators reflects law enforcement's strategic shift toward degrading entire criminal ecosystems that enable large-scale cyber-enabled financial fraud.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
NovaCookies Phishing Service Commercializes Microsoft 365 Session Theft for $320/Month
Card image — NovaCookies Phishing Service Commercializes Microsoft 365 Session Theft for $320/Month
Financial Services2 months ago

NovaCookies Phishing Service Commercializes Microsoft 365 Session Theft for $320/Month

In August 2026, researchers from Island discovered NovaCookies, a sophisticated adversary-in-the-middle (AitM) phishing-as-a-service platform targeting Microsoft 365 users for $320 per month. The service provides turnkey phishing infrastructure including domains, hosting, and real-time session theft capabilities that bypass multifactor authentication by stealing authenticated session cookies rather than just credentials. NovaCookies targets hundreds of organizations across multiple regions with over 755 dedicated domains, with more than half of targeted organizations located in the US. The platform combines trusted document platforms like DocuSign with legitimate Microsoft redirects and disposable infrastructure to create highly evasive campaigns that appear as ordinary sign-in events. This incident highlights the evolution of phishing attacks toward session hijacking techniques that render traditional MFA protections ineffective, representing a significant shift in the threat landscape that organizations must address with enhanced browser security and phishing-resistant authentication methods.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(medium)
Read report
How AI Voice Agents Are Revolutionizing Mobile Device Theft: The AnonyMousKIT Case Study
Telecommunications2 months ago

How AI Voice Agents Are Revolutionizing Mobile Device Theft: The AnonyMousKIT Case Study

In 2026, cybersecurity researchers from SOCRadar discovered AnonyMousKIT, a sophisticated phishing-as-a-service (PhaaS) platform designed to bypass Apple's Activation Lock on stolen devices. The platform employs AI-powered voice agents that impersonate Apple Support representatives, calling theft victims to extract device passcodes, Apple ID credentials, and live two-factor authentication codes. Operating across five channels including email, SMS, WhatsApp, recorded calls, and AI voice agents, the service targets owners of recently stolen Apple devices with highly convincing lures that reference specific device identifiers and live Find My status. This incident demonstrates the concerning evolution of cybercriminal services, where AI technology is being weaponized to automate social engineering attacks at scale. The rise of AI-powered phishing platforms represents a significant escalation in threat sophistication, making device theft more profitable and highlighting the urgent need for enhanced user awareness and technical countermeasures against voice-based social engineering.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
Critical Gitea RCE Vulnerability Enables Widespread Cryptojacking Attacks
Card image — Critical Gitea RCE Vulnerability Enables Widespread Cryptojacking Attacks

Critical Gitea RCE Vulnerability Enables Widespread Cryptojacking Attacks

In August 2026, CISA warned of active exploitation targeting CVE-2026-60004, a critical remote code execution vulnerability in Gitea with a CVSS score of 9.8. Attackers leveraged Gitea's default open registration feature to create accounts and repositories, then exploited the diffpatch endpoint to execute arbitrary shell commands and deploy cryptocurrency mining malware. The vulnerability affects all Gitea versions from 1.17 onward and was patched in version 1.27.1. One documented case involved a hosting provider temporarily limiting a victim's CPU resources due to excessive processor usage from the cryptojacking payload. This incident highlights the growing trend of supply chain attacks targeting developer infrastructure platforms. As organizations increasingly rely on self-hosted development tools like Gitea, attackers are focusing on these environments to compromise source code repositories and deploy resource-intensive cryptojacking operations that can disrupt business operations.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Critical Vulnerabilities in Ebyte Industrial IoT Gateways Expose Manufacturing and Energy Infrastructure

Critical Vulnerabilities in Ebyte Industrial IoT Gateways Expose Manufacturing and Energy Infrastructure

The Ebyte NE2-D11 industrial IoT gateway contains 12 critical and high-severity vulnerabilities (ICSA-26-237-06) that enable complete device compromise through multiple attack vectors. These flaws include missing authentication for critical functions, cleartext transmission of sensitive data, client-side authentication bypass, CSRF attacks, and insufficient credential protection. The vulnerabilities affect firmware version FW-9167-0-11 deployed worldwide in critical manufacturing and energy sectors, allowing remote attackers to gain administrative access, intercept communications, modify configurations, and disrupt operations without authentication. This advisory highlights the persistent security challenges in industrial IoT devices as critical infrastructure increasingly relies on connected systems. With Ebyte's limited response to coordination efforts and no confirmed patch timeline, organizations face immediate risks from devices that lack basic security controls essential for industrial environments.

High impact

Kill Chain

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