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 3985 to 3996 of 6931 threat reports

Masjesu Botnet: A New Era of DDoS-for-Hire Targeting IoT Devices
Telecommunications7 months ago

Masjesu Botnet: A New Era of DDoS-for-Hire Targeting IoT Devices

In April 2026, cybersecurity researchers identified 'Masjesu,' a sophisticated botnet operating as a DDoS-for-hire service. Masjesu has been active since 2023, primarily targeting a wide array of IoT devices, including routers and gateways, across multiple architectures. The botnet employs advanced evasion techniques, such as randomizing packet headers and payloads, to mimic legitimate traffic and avoid detection. It propagates by exploiting known vulnerabilities in devices from manufacturers like D-Link, GPON, and Netgear, and by brute-forcing weak or default passwords. Masjesu's operators advertise their services via Telegram, offering clients the ability to launch large-scale DDoS attacks on demand. ([trellix.com](https://www.trellix.com/blogs/research/masjesu-rising-stealth-iot-botnet-ddos-evasion/?utm_source=openai)) The emergence of Masjesu underscores the escalating threat posed by IoT-based botnets. With the proliferation of unsecured IoT devices, attackers can easily amass vast networks capable of launching devastating DDoS attacks. This trend highlights the urgent need for enhanced security measures, including regular firmware updates, strong password policies, and network monitoring, to protect against such evolving threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(low)
IImpact(high)
Read report
Chaos Malware's New Variant Exploits Cloud Misconfigurations in 2026

Chaos Malware's New Variant Exploits Cloud Misconfigurations in 2026

In March 2026, cybersecurity researchers identified a new variant of the Chaos malware targeting misconfigured cloud deployments, particularly 64-bit Linux servers. Previously known for compromising routers and edge devices, this evolution signifies a strategic shift by attackers to exploit cloud infrastructure vulnerabilities. The malware gains access through misconfigurations, establishes persistence via systemd services, and introduces a SOCKS5 proxy feature, enabling attackers to route malicious traffic through compromised servers. This development underscores the critical need for organizations to secure cloud environments against evolving threats. The inclusion of proxy capabilities in Chaos malware reflects a broader trend of botnets expanding functionalities beyond traditional DDoS attacks, facilitating more complex cybercriminal activities. This shift highlights the importance of robust security configurations and continuous monitoring in cloud deployments to mitigate emerging risks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(medium)
Read report
AI-Assisted Cyberattack Compromises 600+ FortiGate Firewalls Globally

AI-Assisted Cyberattack Compromises 600+ FortiGate Firewalls Globally

In early 2026, a sophisticated cyberattack leveraging artificial intelligence (AI) tools compromised over 600 FortiGate firewalls across 55 countries. The attackers utilized AI to automate reconnaissance, vulnerability scanning, and exploitation processes, significantly accelerating the attack timeline and reducing the need for human intervention. By exploiting weak security configurations and exposed management interfaces, the threat actors gained unauthorized access to critical network infrastructure, leading to potential data breaches and operational disruptions. This incident underscores the escalating threat posed by AI-enhanced cyberattacks, which enable adversaries to conduct large-scale operations with unprecedented speed and efficiency. Organizations must recognize the evolving capabilities of AI in the cyber threat landscape and implement robust security measures to defend against such advanced attacks.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Storm-1175's High-Velocity Medusa Ransomware Attacks in 2026

Storm-1175's High-Velocity Medusa Ransomware Attacks in 2026

In April 2026, the financially motivated cybercriminal group Storm-1175 launched rapid ransomware attacks targeting healthcare, education, professional services, and finance sectors across Australia, the UK, and the US. Exploiting both zero-day and recently disclosed vulnerabilities, the group moved swiftly from initial access to data exfiltration and deployment of Medusa ransomware, often within 24 hours. Their tactics included creating new user accounts, deploying remote monitoring tools, stealing credentials, and disabling security software to facilitate their operations. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/04/06/storm-1175-focuses-gaze-on-vulnerable-web-facing-assets-in-high-tempo-medusa-ransomware-operations/?utm_source=openai)) This incident underscores the critical need for organizations to promptly patch vulnerabilities and enhance monitoring of web-facing assets. The speed and efficiency of Storm-1175's attacks highlight a growing trend among threat actors to exploit the narrow window between vulnerability disclosure and patch deployment, emphasizing the importance of proactive cybersecurity measures. ([darkreading.com](https://www.darkreading.com/threat-intelligence/storm-1175-medusa-ransomware-high-velocity/?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Iranian APT Exploits PLC Vulnerabilities in U.S. Critical Infrastructure
Utilities7 months ago

Iranian APT Exploits PLC Vulnerabilities in U.S. Critical Infrastructure

In April 2026, Iranian-affiliated advanced persistent threat (APT) actors targeted internet-facing operational technology (OT) devices, specifically programmable logic controllers (PLCs) manufactured by Rockwell Automation/Allen-Bradley, across multiple U.S. critical infrastructure sectors. These attacks led to disruptions in energy, water, and government facilities by manipulating project files and tampering with human-machine interface (HMI) and supervisory control and data acquisition (SCADA) displays, resulting in operational disruptions and financial losses. ([databreaches.net](https://databreaches.net/2026/04/07/iranian-affiliated-cyber-actors-exploit-programmable-logic-controllers-across-us-critical-infrastructure/?utm_source=openai)) This incident underscores the escalating cyber threats from nation-state actors targeting critical infrastructure, highlighting the urgent need for enhanced cybersecurity measures and vigilance in protecting OT environments.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
GrafanaGhost: Unveiling the AI Vulnerability Exposing Enterprise Data

GrafanaGhost: Unveiling the AI Vulnerability Exposing Enterprise Data

In April 2026, a critical vulnerability named 'GrafanaGhost' was discovered in Grafana's AI components, allowing attackers to exfiltrate sensitive enterprise data through indirect prompt injection. By embedding malicious instructions within external web content, attackers could manipulate Grafana's AI to process these prompts as legitimate, leading to unauthorized data exposure without user interaction. This flaw was promptly patched by Grafana following responsible disclosure. The GrafanaGhost incident underscores the growing risks associated with integrating AI into enterprise systems. It highlights the necessity for robust security measures to prevent AI-specific vulnerabilities, as attackers increasingly exploit such weaknesses to access sensitive information.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Latin American Banks Confront 155% Surge in Social Engineering Scams in 2025
Banking/Mortgage7 months ago

Latin American Banks Confront 155% Surge in Social Engineering Scams in 2025

In 2025, Latin American financial institutions experienced a 155% increase in social engineering scams, with fraud attempts utilizing remote-access tools surging fivefold and malware attacks rising by 225%. This escalation underscores a shift in fraudsters' tactics, moving from basic phishing to sophisticated methods that exploit human behavior and technological vulnerabilities. The surge in fraud cases highlights the urgent need for enhanced security measures and collaborative efforts among financial institutions to combat evolving threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Understanding the Rise of Web Shell Attacks in 2026

Understanding the Rise of Web Shell Attacks in 2026

In early 2026, a significant surge in web shell attacks was observed, targeting vulnerabilities in web servers and applications. Attackers exploited these weaknesses to deploy malicious scripts, enabling remote control over compromised systems. This escalation led to unauthorized data access, service disruptions, and substantial financial losses for affected organizations. The rapid deployment and stealthy nature of web shells posed significant challenges to traditional security measures. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/04/02/cookie-controlled-php-webshells-tradecraft-linux-hosting-environments/?utm_source=openai)) This trend underscores the evolving tactics of cyber adversaries, emphasizing the need for enhanced monitoring and proactive defense strategies. Organizations must prioritize the detection and mitigation of web shell threats to safeguard their digital assets and maintain operational integrity.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Mitsubishi Electric's 2025 Vulnerability: A Wake-Up Call for Industrial Security

Mitsubishi Electric's 2025 Vulnerability: A Wake-Up Call for Industrial Security

In May 2025, Mitsubishi Electric disclosed a vulnerability (CVE-2025-0921) in their GENESIS64, MC Works64, and GENESIS products. This flaw allows local attackers to perform unauthorized writes to arbitrary files by exploiting symbolic links, potentially leading to denial-of-service conditions. The vulnerability affects all versions of GENESIS64 and MC Works64, as well as GENESIS version 11.00. Mitsubishi Electric has released patches and mitigation strategies to address this issue. ([mitsubishielectric.com](https://www.mitsubishielectric.com/psirt/vulnerability/pdf/2025-002_en.pdf?utm_source=openai)) This incident underscores the critical importance of securing industrial control systems against local privilege escalation attacks, which can disrupt essential operations. Organizations are urged to apply the provided patches promptly and review their security protocols to prevent similar vulnerabilities.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(low)
IImpact(medium)
Read report
AI-Driven Ransomware Attack 2026: Lessons Learned
Financial Services7 months ago

AI-Driven Ransomware Attack 2026: Lessons Learned

In early 2026, a sophisticated AI-driven ransomware attack targeted multiple organizations, exploiting vulnerabilities in AI systems to gain unauthorized access. The attackers utilized autonomous AI agents to conduct reconnaissance, escalate privileges, and deploy ransomware, significantly reducing the time from initial breach to full system encryption. This rapid progression left organizations with minimal time to detect and respond, resulting in substantial operational disruptions and financial losses. This incident underscores the escalating threat posed by AI-enhanced cyberattacks, highlighting the need for organizations to adopt advanced, AI-driven defense mechanisms. The convergence of AI and cybercrime necessitates a proactive approach to cybersecurity, emphasizing rapid detection, response, and recovery strategies to mitigate the impact of such attacks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Iranian APT Exploits U.S. Critical Infrastructure PLCs in 2026
Utilities7 months ago

Iranian APT Exploits U.S. Critical Infrastructure PLCs in 2026

In April 2026, Iranian-affiliated advanced persistent threat (APT) actors exploited internet-facing operational technology (OT) devices, notably Rockwell Automation/Allen-Bradley programmable logic controllers (PLCs), across multiple U.S. critical infrastructure sectors. The attackers accessed these devices via default or weak credentials, leading to disruptions through malicious interactions with project files and manipulation of data on human-machine interface (HMI) and supervisory control and data acquisition (SCADA) displays, resulting in operational disruptions and financial losses. ([publicpower.org](https://www.publicpower.org/periodical/article/iranian-affiliated-cyber-actors-exploit-programmable-logic-controllers-across-us-critical?utm_source=openai)) This incident underscores the escalating threat posed by nation-state actors targeting critical infrastructure. The exploitation of OT devices highlights the urgent need for organizations to secure internet-facing systems, implement strong authentication measures, and regularly update and patch their systems to mitigate such risks.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
LiteLLM Supply Chain Compromise: A Wake-Up Call for Open-Source Security

LiteLLM Supply Chain Compromise: A Wake-Up Call for Open-Source Security

In March 2026, the LiteLLM Python package, widely used for routing large language model (LLM) API calls, was compromised through a supply chain attack. Malicious versions 1.82.7 and 1.82.8 were uploaded to the Python Package Index (PyPI) after attackers gained access to the maintainer's credentials via a compromised Trivy security scanner in LiteLLM's CI/CD pipeline. These versions contained a credential-stealing payload that executed automatically on Python startup, exfiltrating sensitive information such as SSH keys, cloud provider credentials, and Kubernetes secrets to an attacker-controlled server. The malicious packages were available for approximately three hours before being removed from PyPI. ([snyk.io](https://snyk.io/blog/poisoned-security-scanner-backdooring-litellm/?utm_source=openai)) This incident underscores the escalating threat of supply chain attacks targeting open-source ecosystems. The rapid propagation of malicious code through widely used packages highlights the need for enhanced security measures in software development pipelines, including stringent credential management, regular security audits, and the implementation of tools like Software Bill of Materials (SBOMs) and SigStore for verifying package integrity. ([ionix.io](https://www.ionix.io/threat-center/litellm-supply-chain-compromise-backdoored-pypi-packages-1-82-7-1-82-8/?utm_source=openai))

High impact

Kill Chain

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

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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