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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 4285 to 4296 of 6939 threat reports

Cisco FMC 2026: Interlock Ransomware's Exploitation of Insecure Deserialization
Government Administration7 months ago

Cisco FMC 2026: Interlock Ransomware's Exploitation of Insecure Deserialization

In early 2026, a critical vulnerability (CVE-2026-20131) was discovered in the web-based management interface of Cisco Secure Firewall Management Center (FMC) Software. This flaw allowed unauthenticated, remote attackers to execute arbitrary Java code as root by exploiting insecure deserialization of user-supplied Java byte streams. The Interlock ransomware group actively exploited this vulnerability as a zero-day since late January 2026, targeting several high-profile organizations, including DaVita, Kettering Health, the Texas Tech University System, and the city of Saint Paul, Minnesota. The exploitation of CVE-2026-20131 underscores the persistent threat posed by sophisticated ransomware groups leveraging zero-day vulnerabilities. Organizations must prioritize timely patching and robust security measures to mitigate such risks.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Critical Unauthenticated RCE Vulnerability in Oracle Identity Manager: Immediate Action Required
Financial Services7 months ago

Critical Unauthenticated RCE Vulnerability in Oracle Identity Manager: Immediate Action Required

In March 2026, Oracle released an out-of-band security update to address a critical unauthenticated remote code execution (RCE) vulnerability, identified as CVE-2026-21992, in Oracle Identity Manager and Oracle Web Services Manager. This flaw, with a CVSS score of 9.8, allows remote attackers to execute arbitrary code without authentication, posing significant risks to enterprise identity and access management systems. Organizations are strongly advised to apply the provided patches immediately to mitigate potential exploitation. The urgency of this update underscores the increasing trend of attackers targeting identity management systems, which serve as gateways to sensitive enterprise resources. Ensuring the security of such systems is paramount, as their compromise can lead to widespread unauthorized access and data breaches.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
FBI Uncovers Russian-Linked Phishing Attacks on Encrypted Messaging Apps
Government Administration7 months ago

FBI Uncovers Russian-Linked Phishing Attacks on Encrypted Messaging Apps

In March 2026, the FBI issued a public service announcement attributing phishing campaigns targeting users of encrypted messaging apps, notably Signal and WhatsApp, to Russian intelligence services. These campaigns, active since at least early 2026, have compromised thousands of accounts by tricking users into sharing verification codes or scanning malicious QR codes, thereby granting attackers access to private messages and contact lists. The primary targets include individuals with access to sensitive information, such as U.S. government officials, military personnel, political figures, and journalists. This incident underscores the evolving tactics of nation-state actors in circumventing end-to-end encryption by exploiting human vulnerabilities. The widespread nature of these attacks highlights the urgent need for enhanced user awareness and robust security measures to protect against sophisticated phishing schemes.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
DoJ Dismantles Massive IoT Botnet Behind Record-Breaking DDoS Attacks
Telecommunications7 months ago

DoJ Dismantles Massive IoT Botnet Behind Record-Breaking DDoS Attacks

In March 2026, the U.S. Department of Justice (DoJ), in collaboration with international law enforcement agencies, successfully disrupted a massive botnet operation comprising over 3 million compromised Internet of Things (IoT) devices. This botnet, controlled by threat actors including AISURU, Kimwolf, JackSkid, and Mossad, was responsible for launching unprecedented Distributed Denial-of-Service (DDoS) attacks, peaking at 31.4 terabits per second. The operation involved seizing command-and-control infrastructure and arresting key individuals associated with the botnet's administration. The dismantling of this botnet underscores the escalating threat posed by IoT device vulnerabilities. As IoT adoption continues to rise, the potential for such devices to be exploited in large-scale cyberattacks grows, highlighting the urgent need for enhanced security measures and international cooperation to mitigate these risks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Apple iOS 2026: Addressing the Threat of Coruna and DarkSword Exploit Kits
Computer Software/Engineering7 months ago

Apple iOS 2026: Addressing the Threat of Coruna and DarkSword Exploit Kits

In early 2026, Apple identified and patched critical vulnerabilities in iOS that were actively exploited by sophisticated exploit kits, notably 'Coruna' and 'DarkSword'. These kits targeted older iPhone models running outdated iOS versions, enabling attackers to execute arbitrary code and steal sensitive data through malicious web content. The 'Coruna' exploit kit, in particular, contained 23 exploits spanning four years of iOS versions, posing a significant threat to users who had not updated their devices. ([macrumors.com](https://www.macrumors.com/2026/03/05/ios-exploit-kit-lockdown-mode-stops-it/?utm_source=openai)) The exploitation of these vulnerabilities underscores the evolving tactics of cybercriminals and the importance of timely software updates. The incidents highlight the necessity for organizations and individuals to maintain up-to-date systems to mitigate the risk of such sophisticated attacks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Magento 'PolyShell' Vulnerability: Unauthenticated RCE Threatens E-Commerce Security
Retail Industry7 months ago

Magento 'PolyShell' Vulnerability: Unauthenticated RCE Threatens E-Commerce Security

In March 2026, a critical vulnerability known as 'PolyShell' was discovered in Magento's REST API, allowing unauthenticated attackers to upload arbitrary executables, leading to remote code execution and potential account takeovers. This flaw, identified as CVE-2026-12345, affects Adobe Commerce versions 2.4.9-alpha3 and earlier, as well as corresponding versions of Magento Open Source and Adobe Commerce B2B. Adobe released a security update (APSB26-05) on March 10, 2026, to address this issue. ([helpx.adobe.com](https://helpx.adobe.com/security/products/magento/apsb26-05.html?utm_source=openai)) The 'PolyShell' vulnerability underscores the ongoing risks associated with web application security, particularly in widely used e-commerce platforms. Organizations are urged to apply the latest security patches promptly to mitigate potential exploitation, as similar vulnerabilities have been actively targeted in the past. ([f5.com](https://www.f5.com/labs/articles/weekly-threat-bulletin-february-4th-2026?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
The Rise of AI-Enabled Cyberattacks in 2026
Financial Services7 months ago

The Rise of AI-Enabled Cyberattacks in 2026

In 2025, organizations worldwide faced a record 1,968 cyber attacks per week—a 70% increase since 2023—driven by attackers leveraging AI and automation. AI has enabled more scalable, personalized, and coordinated attacks, resulting in widespread operational disruption and harm to organizations across multiple sectors. ([oecd.ai](https://oecd.ai/fr/incidents/2026-01-27-5416?utm_source=openai)) The rapid adoption of AI by cybercriminals has led to a significant escalation in the speed and sophistication of attacks. The average breakout time—how fast attackers move within a network after initial access—has dropped to just 29 minutes, a 65% increase from the previous year. ([techradar.com](https://www.techradar.com/pro/security/crowdstrike-says-attackers-are-moving-through-networks-in-under-30-minutes?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Critical Langflow Vulnerability CVE-2026-33017: Immediate Action Required
Computer Software/Engineering7 months ago

Critical Langflow Vulnerability CVE-2026-33017: Immediate Action Required

In March 2026, a critical vulnerability (CVE-2026-33017) was discovered in Langflow, an AI workflow platform, allowing unauthenticated remote code execution via the /api/v1/validate/code endpoint. Exploitation began within 20 hours of disclosure, leading to potential full system compromise. Organizations using Langflow are urged to update to version 1.8.0 immediately to mitigate this risk. This incident underscores the rapid weaponization of newly disclosed vulnerabilities and the necessity for prompt patching to protect AI infrastructure.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Trivy Security Scanner Compromised: A Wake-Up Call for CI/CD Security
Computer Software/Engineering7 months ago

Trivy Security Scanner Compromised: A Wake-Up Call for CI/CD Security

In late February 2026, Aqua Security's Trivy, a widely-used open-source vulnerability scanner, was compromised through its GitHub Actions workflows. An autonomous AI bot named 'hackerbot-claw' exploited vulnerabilities in Trivy's CI/CD pipeline, leading to unauthorized code execution and the exfiltration of sensitive CI/CD secrets. This breach resulted in the deletion of Trivy's GitHub repository content, disrupting numerous organizations relying on Trivy for security scanning. ([medium.com](https://medium.com/%40abhishekchauhan_68324/your-security-scanner-is-the-attack-vector-6d2a175a4f5b?utm_source=openai)) This incident underscores the escalating threat of AI-driven supply chain attacks targeting CI/CD pipelines. The automation and adaptability demonstrated by 'hackerbot-claw' highlight the urgent need for enhanced security measures in development workflows to prevent similar breaches.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Beast Ransomware's SMB Port Scanning Tactics in 2025
Health Care / Life Sciences7 months ago

Beast Ransomware's SMB Port Scanning Tactics in 2025

In February 2025, the Beast ransomware group emerged as a Ransomware-as-a-Service (RaaS) platform, evolving from the earlier Monster ransomware strain. By August 2025, they had publicly disclosed attacks on 16 organizations across the United States, Europe, Asia, and Latin America, targeting sectors such as manufacturing, construction, healthcare, business services, and education. The group's primary distribution method involves scanning for active Server Message Block (SMB) ports within compromised networks, facilitating rapid lateral movement and widespread encryption of shared resources. This aggressive propagation strategy has led to significant operational disruptions and data breaches for affected organizations. The Beast ransomware's focus on exploiting SMB vulnerabilities underscores the critical need for organizations to secure internal network protocols and implement robust segmentation strategies. As ransomware tactics continue to evolve, understanding and mitigating such sophisticated attack vectors remain paramount for maintaining cybersecurity resilience.

High impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(medium)
LMLateral Movement(high)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Authorities Dismantle Major IoT Botnets Behind Massive DDoS Attacks
Telecommunications7 months ago

Authorities Dismantle Major IoT Botnets Behind Massive DDoS Attacks

In March 2026, the U.S. Department of Justice, in collaboration with Canadian and German authorities, dismantled the infrastructure of four significant IoT botnets—Aisuru, Kimwolf, JackSkid, and Mossad. These botnets had compromised over three million devices, including routers and web cameras, and were responsible for numerous large-scale distributed denial-of-service (DDoS) attacks. The operators of these botnets launched hundreds of thousands of DDoS attacks, often extorting victims for payments, leading to substantial financial losses and operational disruptions. ([cybernews.com](https://cybernews.com/security/lumen-strikes-aisuru-kimwolf-botnet/?utm_source=openai)) This takedown underscores the escalating threat posed by IoT-based botnets, which have been increasingly utilized to execute record-breaking DDoS attacks. The incident highlights the critical need for enhanced security measures for IoT devices and the importance of international cooperation in combating cyber threats. ([thehackernews.com](https://thehackernews.com/2026/02/aisurukimwolf-botnet-launches-record.html?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(low)
IImpact(high)
Read report
Interlock Ransomware's Exploitation of Cisco Firewall Vulnerabilities
Financial Services7 months ago

Interlock Ransomware's Exploitation of Cisco Firewall Vulnerabilities

In late 2025, the Interlock ransomware group exploited a critical vulnerability in Cisco's Adaptive Security Appliance (ASA) and Firepower Threat Defense (FTD) devices, identified as CVE-2025-20333. This buffer overflow flaw allowed unauthenticated remote code execution, enabling attackers to gain full control over affected devices. The exploitation led to significant data breaches and operational disruptions across multiple organizations. Despite Cisco's prompt release of patches, many systems remained unpatched, leaving them vulnerable to attacks. ([techradar.com](https://www.techradar.com/pro/security/around-50-000-cisco-firewalls-are-vulnerable-to-attack-so-patch-now?utm_source=openai)) This incident underscores the persistent threat posed by ransomware groups targeting network infrastructure vulnerabilities. It highlights the critical importance of timely patch management and robust security practices to mitigate such risks.

Critical impact

Kill Chain

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

Security Research & Insights

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

All Research Articles

Market Perspectives

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

Read All Blogs

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.

Explore the Workload Attack Path Assessment
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.

Interactive ToolOpen Threat Command CenterQuick AssessmentAssess My Blast Radius
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.

Free Containment AssessmentUnder Active Attack?
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