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 1753 to 1764 of 6877 threat reports

Ransom Cartel Creator Sentenced to 16 Years in Prison
Financial Services2 months ago

Ransom Cartel Creator Sentenced to 16 Years in Prison

In August 2026, Maksim Silnikau, a 40-year-old Belarusian national, was sentenced to 16 years in prison for creating and operating the Ransom Cartel ransomware-as-a-service (RaaS) operation. Between 2021 and 2023, Ransom Cartel affiliates attacked at least 18 companies across the United States and abroad. Silnikau developed the ransomware software, acquired stolen credentials from initial access brokers, and managed a hidden panel where affiliates coordinated attacks, negotiated with victims, and divided proceeds. He also implemented a ratings system to reward productive affiliates and utilized cryptocurrency mixers to launder ransom payments. This sentencing underscores the ongoing threat posed by RaaS operations and highlights the importance of robust cybersecurity measures. The case also reflects the evolving landscape of cybercrime, where individuals can orchestrate widespread attacks without directly engaging in intrusions, emphasizing the need for comprehensive strategies to combat such threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Critical Agent Infrastructure Flaws Patched by AWS, Google, and Vercel

Critical Agent Infrastructure Flaws Patched by AWS, Google, and Vercel

In August 2026, security vulnerabilities were identified in agent infrastructures from Amazon Web Services (AWS), Google, and Vercel, allowing attackers to execute tools without model authorization. These flaws affected AWS's Bedrock AgentCore's InvokeHarness API, Google's Agent Development Kit (ADK) for Python, and Vercel's AI SDK harness packages for Codex and OpenCode coding agents. The vulnerabilities enabled untrusted instructions to reach agent tools without verification, bypassing system prompts and model-level guardrails. AWS, Google, and Vercel have since released patches to address these issues. This incident underscores the critical need for robust input validation and authorization mechanisms in AI agent infrastructures. As AI tools become increasingly integrated into enterprise environments, ensuring their security is paramount to prevent unauthorized access and potential exploitation.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Critical Backdoor Found in Zbtlink Routers: 'ENDLESSDOORS' Exposes Networks to Remote Exploitation
Telecommunications2 months ago

Critical Backdoor Found in Zbtlink Routers: 'ENDLESSDOORS' Exposes Networks to Remote Exploitation

In August 2026, cybersecurity researchers uncovered a factory-implanted backdoor, dubbed 'ENDLESSDOORS,' in at least 20 router models from Chinese manufacturer Zbtlink. This backdoor, present in all 21 firmware images available over the past two years, automatically initiates and attempts to communicate with command-and-control servers every 35 seconds. Masquerading as legitimate Linux kernel threads, these userland processes run with root privileges, allowing unauthorized remote control of the devices. The backdoor utilizes a tool called 'rctl' to establish connections without authentication, enabling attackers to execute arbitrary commands or spawn interactive root shells remotely. The affected models include CPE2801, WE1026-5G-WD, WE1326, WE2007, WE2008-DSIM, WE2416, WE3326, WE5927, WE5931, WE5931AC, WE826-T3-DSIM, WG108, WG1602, WG1608-DSIM, WG209, WG2105, WG2107, WG259, WG3526, and Z8102AX-2DSIM. This discovery underscores the critical risks associated with supply chain vulnerabilities in networking hardware, particularly those manufactured overseas. The incident has prompted heightened scrutiny of foreign-made networking equipment and reinforces the importance of rigorous security assessments in the procurement process.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(medium)
Read report
Attackers Leverage SQL Injection to Deploy 'khunt' Toolkit in Oracle Database
Banking/Mortgage2 months ago

Attackers Leverage SQL Injection to Deploy 'khunt' Toolkit in Oracle Database

In July 2026, attackers exploited a SQL injection vulnerability in a public-facing web application's autocomplete search field to gain unauthorized access to an organization's Oracle database. Utilizing the database's embedded Java Virtual Machine, they compiled and executed Java code within the database, achieving SYSTEM-level access on the underlying Windows server. This method allowed the deployment of a post-exploitation toolkit, 'khunt,' without writing executables to disk, effectively transforming the database into an attack platform. The incident underscores the critical need for robust input validation, parameterized queries, and strict privilege management to prevent such sophisticated attacks. The 'khunt' toolkit's deployment highlights a resurgence in advanced SQL injection techniques, emphasizing the importance of comprehensive security measures in database management systems. Organizations must remain vigilant against evolving threats that exploit inherent database functionalities for malicious purposes.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(low)
IImpact(medium)
Read report
Apple iCloud Private Relay Vulnerability Exposes Real IP Addresses
Financial Services2 months ago

Apple iCloud Private Relay Vulnerability Exposes Real IP Addresses

In August 2026, cybersecurity researchers Talal Haj Bakry and Tommy Mysk disclosed a vulnerability in Apple's iCloud Private Relay, a feature designed to enhance user privacy by routing Safari web traffic through dual relays. The flaw resides in WebKit's handling of DNS prefetching, WebAuthn Related Origin Requests, and WebTransport, which can bypass configured proxies and expose users' real IP addresses. This issue affects Safari and all third-party browsers on iOS, iPadOS, and macOS that rely on WebKit's proxy configuration APIs. As a result, users' actual IP addresses can be leaked, undermining the privacy protections offered by iCloud Private Relay. This vulnerability is particularly concerning given the widespread use of WebKit across Apple's ecosystem and its integration into various browsers. The exposure of real IP addresses can lead to targeted attacks, tracking, and a compromise of user anonymity. Organizations and individuals relying on iCloud Private Relay for privacy should be aware of this flaw and consider additional protective measures until a patch is released.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
CryptoJS Vulnerability Exposes Cryptocurrency Wallets to Massive Theft
Financial Services2 months ago

CryptoJS Vulnerability Exposes Cryptocurrency Wallets to Massive Theft

In August 2026, Coinspect identified a critical vulnerability in the JavaScript cryptography library CryptoJS, specifically in the `WordArray.random()` function. This function, introduced 12 years prior, utilized a weak random number generator that compromised the entropy of recovery phrases generated by several cryptocurrency wallet applications. As a result, attackers exploited this weakness to drain approximately $5.7 million from affected wallets across two major incidents since late May 2026. The compromised wallets include RRWallet, Bexo Wallet, NanChat, Bitcoin Libre, and Milo, with varying degrees of remediation and discontinuation. This incident underscores the critical importance of robust cryptographic practices in software development, especially in applications handling sensitive financial data. The exploitation of weak random number generators highlights the necessity for developers to employ secure entropy sources and for organizations to conduct thorough security audits of third-party libraries to prevent similar vulnerabilities.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Keyv and Cacheable npm Package Compromise - August 2026

Keyv and Cacheable npm Package Compromise - August 2026

In August 2026, attackers compromised the maintainer accounts of the widely used npm packages 'keyv' and 'cacheable', injecting malicious code that propagated across the npm ecosystem. The malware harvested sensitive credentials, including AWS keys, GitHub tokens, and Kubernetes secrets, and utilized a 'preinstall' hook to execute upon package installation. Notably, the attack introduced a 'dead-man's switch' that triggered upon revocation of stolen tokens, potentially causing further harm. This incident underscores the evolving sophistication of supply chain attacks targeting open-source software repositories. Organizations must enhance their security measures to detect and mitigate such threats, emphasizing the importance of vigilant monitoring and prompt response strategies.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical Vulnerabilities in macOS and Samsung's ONE Framework Disclosed

Critical Vulnerabilities in macOS and Samsung's ONE Framework Disclosed

In August 2026, two significant vulnerabilities were disclosed: the 'Odysseus' remote code execution (RCE) flaw in macOS and the 'Samsung One-Click Takeover' vulnerability. The Odysseus RCE allowed attackers to execute code with root privileges on macOS devices running versions 26.5.2 and earlier, exploiting a logic flaw in systems with Screen Sharing or Remote Management enabled. This vulnerability, identified as CVE-2026-43760, was patched by Apple on July 27, 2026. Concurrently, the Samsung One-Click Takeover, tracked as CVE-2026-41666, was a buffer overflow in Samsung's Open Source ONE framework, enabling attackers to execute arbitrary code by exploiting integer overflow in tensor copy size calculations. Samsung addressed this issue in April 2026. These incidents underscore the persistent threat posed by remote code execution vulnerabilities, particularly those that can be exploited with minimal user interaction. The Odysseus RCE highlights the risks associated with remote access features, while the Samsung vulnerability emphasizes the importance of secure coding practices in machine learning frameworks. Organizations must remain vigilant, ensuring timely patching and robust security measures to mitigate such risks.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Critical Unauthenticated RCE Vulnerability in JetBrains TeamCity (CVE-2026-63077)

Critical Unauthenticated RCE Vulnerability in JetBrains TeamCity (CVE-2026-63077)

In July 2026, JetBrains disclosed a critical vulnerability (CVE-2026-63077) in TeamCity On-Premises, affecting all versions prior to 2025.11.7 and 2026.1.3. This flaw allows unauthenticated attackers with HTTP(S) access to execute arbitrary operating system commands on the TeamCity server by exploiting insecure deserialization in the agent polling protocol. Successful exploitation could lead to unauthorized access, data exfiltration, and compromise of CI/CD pipelines. JetBrains released patches in versions 2025.11.7 and 2026.1.3, along with a security patch plugin for versions 2017.1 and later. Organizations are urged to update their servers or apply the security patch plugin immediately to mitigate this risk. ([blog.jetbrains.com](https://blog.jetbrains.com/teamcity/2026/07/cve-2026-63077/?utm_source=openai)) The inclusion of CVE-2026-63077 in CISA's Known Exploited Vulnerabilities Catalog underscores the urgency of addressing this issue. ([cisa.gov](https://www.cisa.gov/news-events/alerts/2025/08/12/cisa-adds-three-known-exploited-vulnerabilities-catalog?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Automated SSH Attacks: A 22-Second Compromise

Automated SSH Attacks: A 22-Second Compromise

In May 2026, a sophisticated automated SSH attack was observed, where threat actors exploited weak credentials to gain unauthorized access to systems within 22 seconds. Upon successful authentication, the attackers executed a predefined sequence: injecting a backdoor SSH key, altering the root password, clearing host-based access restrictions, and conducting system reconnaissance. This rapid, automated approach underscores the efficiency and scale at which such attacks can compromise vulnerable systems. The incident highlights the persistent threat posed by credential stuffing attacks, which have become increasingly industrialized. Attackers leverage vast databases of stolen credentials and automated tools to systematically target systems with weak authentication mechanisms. This trend emphasizes the critical need for organizations to implement robust security measures, including strong password policies, multi-factor authentication, and continuous monitoring to detect and mitigate such rapid exploitation attempts.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(low)
C&CCommand & Control(high)
EExfiltration(low)
IImpact(medium)
Read report
Over 4,400 Rockwell PLCs Exposed Online: A Wake-Up Call for Critical Infrastructure Security
Utilities2 months ago

Over 4,400 Rockwell PLCs Exposed Online: A Wake-Up Call for Critical Infrastructure Security

In August 2026, Forescout identified 4,407 internet-exposed Rockwell Automation programmable logic controllers (PLCs) worldwide, with 2,844 located in the United States. Notably, 22 of these exposed PLCs were found in cities recently targeted by cyberattacks on U.S. water utilities, with 19 utilizing the same mobile carrier network. Attackers exploited these vulnerabilities by altering IP addresses and setting passwords on accessible controllers, leading to operators losing visibility and control over connected equipment. This incident underscores the critical need for securing industrial control systems against unauthorized internet exposure. The prevalence of internet-exposed PLCs highlights a significant security gap in critical infrastructure, particularly within the water sector. The ease with which attackers can manipulate these systems without exploiting specific vulnerabilities emphasizes the urgency for organizations to implement robust network segmentation, remove unnecessary internet exposure, and enforce strong authentication measures to protect against potential disruptions and threats to public safety.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(high)
Read report
Protecting Your AI Resources: Understanding and Preventing Token Jacking

Protecting Your AI Resources: Understanding and Preventing Token Jacking

In August 2026, a series of cyberattacks known as 'AI token jacking' emerged, where cybercriminals stole API keys (tokens) from legitimate developers to access popular AI platforms. This unauthorized access led to significant financial losses, as attackers exploited the stolen tokens to consume AI resources, resulting in exorbitant billing charges for the victims. The attacks were facilitated by the rapid adoption of AI technologies and the high costs associated with AI model usage, making stolen tokens highly valuable on the black market. The prevalence of AI token jacking underscores the urgent need for robust security measures in AI development and deployment. Organizations must implement stringent access controls, monitor API usage, and adopt advanced security tools to detect and prevent unauthorized access. As AI technologies continue to evolve, staying ahead of emerging threats like token jacking is crucial to safeguarding digital assets and maintaining trust in AI systems.

High impact

Kill Chain

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

Security Research & Insights

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

Market Perspectives

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

How CNSF Protects Cloud Workloads

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

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

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

Utilize the Network Layer

With CNSF, enterprises can:

  • Contain attack paths at runtime

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

  • Eliminate blind spots in workload-to-workload traffic

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

  • Secure modern and AI-driven workloads

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

  • Apply consistent Zero Trust controls without slowing teams

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

See Your Attack Paths. Close the Gaps with CNSF.

Blast radius starts where your enforcement stops.

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

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

Your assessment delivers:

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

Containment Era Intelligence

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

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

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

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

Contain the Blast Radius

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

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