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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Displaying 349 to 360 of 6836 threat reports

The Gentlemen Ransomware Gang Industrialized EDR Evasion Into a Service Economy
The Gentlemen Ransomware Gang Industrialized EDR Evasion Into a Service Economy

The Gentlemen Ransomware Gang Industrialized EDR Evasion Into a Service Economy

The Gentlemen ransomware-as-a-service operation emerged in late 2025 and rapidly ascended to become a top-five ransomware gang by Q1 2026 through their innovative EDR killer framework. The crew developed an industrialized approach to endpoint detection and response evasion, creating eight or more variants of their GentleKiller tool that targets over 400 security processes across 48 different security products. By offering affiliates a generous 90% revenue share compared to the industry standard of 80%, Gentlemen scaled their operation through volume rather than per-incident margins, transforming EDR evasion from a technical skill barrier into a commodity service available to low-skill threat actors. This incident represents the maturation of the bring-your-own-vulnerable-driver (BYOVD) attack technique from isolated tactics into a full-scale economy with pricing tiers, product roadmaps, and customer support models, fundamentally changing the threat landscape defenders face.

High impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
SonicWall SMA Under Fire: CVE-2026-102255 Exploitation Reveals SSL-VPN Risks
SonicWall SMA Under Fire: CVE-2026-102255 Exploitation Reveals SSL-VPN Risks

SonicWall SMA Under Fire: CVE-2026-102255 Exploitation Reveals SSL-VPN Risks

In October 2026, threat actors began actively exploiting CVE-2026-102255, a maximum-severity SSRF vulnerability in SonicWall SMA 1000 appliances. The flaw allows remote unauthenticated attackers to abuse the WorkPlace interface, directing appliances to issue internal requests and perform unauthorized operations. Cybersecurity firms Previdian and Defused detected exploitation attempts on their honeypot devices within days of SonicWall's advisory, despite the vendor initially reporting no evidence of active exploitation. This incident highlights the ongoing targeting of SSL-VPN and edge devices by cybercriminals, following previous zero-day attacks on SonicWall products by the Inc ransomware gang in July 2026. The vulnerability's trivial exploitation combined with SMA devices' position between public internet and corporate resources creates significant risk for organizations relying on legacy SSL-VPN solutions.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(low)
IImpact(medium)
Read report
Trusted Cybersecurity Executive Turned Alleged Extortionist: The Edward Dubrovsky Case
Trusted Cybersecurity Executive Turned Alleged Extortionist: The Edward Dubrovsky Case

Trusted Cybersecurity Executive Turned Alleged Extortionist: The Edward Dubrovsky Case

Edward Dubrovsky, a prominent 54-year-old cybersecurity executive and ransomware negotiator, was arrested in Pennsylvania in October 2026 on federal extortion charges under the Computer Fraud and Abuse Act. The Canadian-based security professional, who previously served as an executive at incident response firm Cypfer and authored strategic guides on cyber-extortion response, is suspected of involvement with the ShinyHunters cybercrime collective. FBI investigations suggest connections to the group's recent breach of FBIjobs.gov, where attackers claimed to have stolen data from nearly every FBI employee and job applicant. This case represents a significant insider threat scenario where a trusted cybersecurity professional allegedly participated in the very criminal activities they were supposed to defend against. This incident highlights the growing concern of insider threats within the cybersecurity industry itself, as professionals with privileged access and deep knowledge of defensive strategies increasingly become targets for recruitment by cybercriminal organizations or choose to monetize their expertise through illegal means.

Medium impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(low)
EExfiltration(high)
IImpact(high)
Read report
GitLab's CVSS 10.0 Vulnerability Exposes Critical DevOps Security Gaps
GitLab's CVSS 10.0 Vulnerability Exposes Critical DevOps Security Gaps

GitLab's CVSS 10.0 Vulnerability Exposes Critical DevOps Security Gaps

GitLab released emergency patches for CVE-2026-97229, a maximum-severity vulnerability with a CVSS score of 10.0 that allows unauthenticated attackers to execute arbitrary code on GitLab servers. The integer overflow flaw exploits insufficient regular expression validation in CI/CD configurations, affecting all GitLab Community and Enterprise Edition versions from 19.2 to 19.4.1. Successful exploitation requires only a specially crafted regular expression in a CI/CD pipeline configuration, providing complete server compromise without authentication. The incident demonstrates the critical security risks in DevOps platforms where CI/CD pipeline vulnerabilities can provide direct server access. The disclosure follows a concerning pattern of maximum-severity GitLab vulnerabilities, including CVE-2026-85706 which saw active exploitation within hours of public disclosure, highlighting the urgent need for organizations to prioritize patch management in their DevSecOps environments.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Midnight Mimosa Malware Turns Android Phones Into Botnet Proxies Through Supply Chain Attack
Midnight Mimosa Malware Turns Android Phones Into Botnet Proxies Through Supply Chain Attack

Midnight Mimosa Malware Turns Android Phones Into Botnet Proxies Through Supply Chain Attack

The Midnight Mimosa campaign, discovered by Bitdefender in 2026, involved preinstalled malware on low-cost Android devices built on MediaTek platforms. The malware, embedded in device firmware with system-level privileges, allowed operators to remotely install apps, conduct ad fraud, and convert infected devices into residential proxy nodes for botnets. Affecting thousands of devices across 150+ countries over two years, the campaign primarily targeted users in Mexico, France, Italy, and the U.S. The supply chain compromise involved white-label and counterfeit devices, with firmware signed by certificates attributed to Shenzhen Zediel Co., Ltd. This incident highlights the growing threat of supply chain attacks targeting mobile ecosystems, as threat actors increasingly leverage firmware-level compromises to establish persistent access that bypasses traditional security controls and user awareness.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical MarkLogic Vulnerabilities Enable Persistent Admin Takeover
Critical MarkLogic Vulnerabilities Enable Persistent Admin Takeover

Critical MarkLogic Vulnerabilities Enable Persistent Admin Takeover

Progress Software disclosed 31 security vulnerabilities in MarkLogic Server on October 12, 2026, with five rated critical. Two of the most severe flaws (CVE-2026-85947 and CVE-2026-85948) allow accounts with limited management privileges to escalate to persistent administrator control of the database server. CVE-2026-85947 enables forest-management accounts to create persistent admin accounts, while CVE-2026-85948 exploits an XQuery injection flaw in deprecated Management API paths. The vulnerabilities affect MarkLogic 11.x before 11.3.7 and 12.x before 12.1.0, with fixes available since September 10, 2026. The disclosure follows another batch of 10 critical flaws published in August 2026, indicating an ongoing pattern of privilege escalation vulnerabilities in enterprise database platforms that require immediate attention from organizations relying on MarkLogic for mission-critical data management.

Critical impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
French Supermarket Cyberattack Exposes Critical IoT/OT Security Gaps
French Supermarket Cyberattack Exposes Critical IoT/OT Security Gaps
Retail Industry2 weeks ago

French Supermarket Cyberattack Exposes Critical IoT/OT Security Gaps

On October 11, 2026, attackers remotely compromised hundreds of French supermarkets by hijacking Danfoss refrigeration controllers, heating fridges and freezers to temperatures as high as 50°C. The attack affected major chains including Intermarché, Carrefour, and Coopérative U, forcing stores to discard millions of euros worth of food products. Attackers exploited vulnerabilities in older, unpatched Danfoss AK-SM and AK-SC controller models that were directly exposed to the internet without proper network segmentation or access controls. This unprecedented IoT/OT attack demonstrates the critical vulnerability of industrial control systems when proper cybersecurity measures are absent, highlighting the urgent need for better segmentation and lifecycle management of operational technology devices in retail infrastructure.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
LG Smart TVs Vulnerable to Unauthenticated Root Takeover via Local Network
LG Smart TVs Vulnerable to Unauthenticated Root Takeover via Local Network
Hospitality2 weeks ago

LG Smart TVs Vulnerable to Unauthenticated Root Takeover via Local Network

In October 2026, security researchers disclosed three critical vulnerabilities in LG's webOS that can be chained together to achieve unauthenticated root access on smart TVs from the local network. The attack exploits a pairing service on port 3001 used by the LG ThinQ app, leveraging a trusted test certificate to bypass PIN authentication and obtain privileged access. Attackers then abuse the PalmServiceBridge interface and pmlogd logging service to execute commands with root privileges. LG has issued firmware updates for affected models including 32LQ636BPSA and 27TQ600SW running webOS 7.5.7-25. This incident highlights the growing threat landscape targeting IoT devices, particularly as smart home ecosystems expand and become increasingly integrated into enterprise and residential networks. The attack demonstrates how legacy trust mechanisms and inadequate input validation continue to create critical security gaps in consumer devices.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(low)
IImpact(high)
Read report
Critical Authentication Bypass in Swann Security Cameras Exposes Video Surveillance
Critical Authentication Bypass in Swann Security Cameras Exposes Video Surveillance

Critical Authentication Bypass in Swann Security Cameras Exposes Video Surveillance

Three critical authentication bypass vulnerabilities (CVE-2026-107605, CVE-2026-107606, CVE-2026-107607) were discovered in Swann Communications SWIFI-SE2KIC security cameras running firmware version 2.0.22 and earlier. These Missing Authentication for Critical Function flaws allow attackers on the local network to access live video feeds, capture snapshots, and stream real-time video without any authentication credentials. The vulnerabilities affect security cameras deployed worldwide in commercial facilities, creating significant privacy and surveillance risks for organizations relying on these devices for physical security monitoring. This incident highlights the growing security risks in IoT surveillance infrastructure as organizations increasingly deploy connected cameras without proper network segmentation. With the rise of insider threats and lateral movement attacks targeting unsecured IoT devices, these authentication bypass vulnerabilities represent a critical gap in physical security systems that adversaries can exploit to gain unauthorized surveillance access.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Microsoft's Xandr Hit with Record €8.6M Fine for Grindr Data Privacy Violation
Microsoft's Xandr Hit with Record €8.6M Fine for Grindr Data Privacy Violation

Microsoft's Xandr Hit with Record €8.6M Fine for Grindr Data Privacy Violation

Norway's Data Protection Authority issued a record €8.6 million fine to Microsoft's Xandr advertising unit for illegally sharing Grindr users' sensitive personal data, including sexual orientation information, with thousands of advertisers between July 2018 and April 2020. The violation occurred through real-time bidding processes where Xandr acted as both buyer and seller, relaying user data without proper consent to enable targeted advertising auctions. This breach affected thousands of Norwegian users and represents the largest fine ever issued by Norway's DPA, highlighting serious regulatory enforcement against unauthorized data sharing practices. This case exemplifies the growing regulatory crackdown on data privacy violations in the advertising ecosystem, particularly around sensitive personal information and consent mechanisms, as authorities worldwide intensify enforcement of GDPR and similar privacy frameworks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
GitLab Issues Critical Security Alert for CVE-2026-97229 Remote Code Execution Flaw
GitLab Issues Critical Security Alert for CVE-2026-97229 Remote Code Execution Flaw

GitLab Issues Critical Security Alert for CVE-2026-97229 Remote Code Execution Flaw

GitLab disclosed CVE-2026-97229, a maximum-severity remote code execution vulnerability in its CI/CD Regular Expression Compiler affecting Community and Enterprise editions. The critical flaw stems from an integer overflow weakness that allows unauthenticated attackers to execute arbitrary code on GitLab servers through specially crafted regular expressions in pipeline configuration files. GitLab has patched versions 19.2.8, 19.3.4, and 19.4.2, with GitLab.com already running the fixed version. The vulnerability was discovered through GitLab's HackerOne bug bounty program and impacts organizations including Fortune 100 companies using the platform. This incident highlights the growing threat landscape targeting DevSecOps platforms and CI/CD infrastructure, which have become critical attack vectors as organizations increasingly rely on automated development pipelines. The maximum severity rating and immediate patching requirement underscore the urgency of securing software supply chain components.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Major Cyberattack Forces Ahold Delhaize to Take Systems Offline Across Global Retail Operations
Major Cyberattack Forces Ahold Delhaize to Take Systems Offline Across Global Retail Operations
Retail Industry2 weeks ago

Major Cyberattack Forces Ahold Delhaize to Take Systems Offline Across Global Retail Operations

In October 2026, multinational retail giant Ahold Delhaize experienced a significant cyberattack that forced the company to take critical systems offline as a precautionary measure. The incident impacted operations across multiple brands including Stop & Shop, Albert Heijn, Food Lion, and Delhaize, affecting employee access to scheduling systems and customer-facing platforms including websites, mobile apps, and online ordering services. While stores remained open for in-person shopping, the attack disrupted digital services for millions of customers across Europe and the United States, highlighting vulnerabilities in retail supply chain infrastructure. This incident underscores the escalating threat landscape targeting critical retail infrastructure, particularly as cybercriminals increasingly focus on high-impact sectors during peak operational periods. The attack represents a growing trend of sophisticated threat actors targeting multinational corporations with complex hybrid cloud environments and extensive digital ecosystems.

Medium impact

Kill Chain

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