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 4801 to 4812 of 6939 threat reports

DKnife AitM Framework: A New Threat to Network Security
Telecommunications9 months ago

DKnife AitM Framework: A New Threat to Network Security

In February 2026, cybersecurity researchers uncovered 'DKnife,' a sophisticated adversary-in-the-middle (AitM) framework operated by China-linked threat actors since at least 2019. This Linux-based toolkit comprises seven implants designed for deep packet inspection, traffic manipulation, and malware delivery via compromised routers and edge devices. DKnife primarily targets Chinese-speaking users by hijacking binary downloads and Android application updates to deploy backdoors like ShadowPad and DarkNimbus. ([thehackernews.com](https://thehackernews.com/2026/02/china-linked-dknife-aitm-framework.html?utm_source=openai)) The discovery of DKnife underscores the escalating threat posed by AitM attacks leveraging compromised network infrastructure. This incident highlights the need for enhanced security measures to protect routers and edge devices from sophisticated exploitation techniques. ([thehackernews.com](https://thehackernews.com/2026/02/china-linked-dknife-aitm-framework.html?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
CISA's 2026 Directive: Strengthening Federal Network Security by Removing Unsupported Edge Devices

CISA's 2026 Directive: Strengthening Federal Network Security by Removing Unsupported Edge Devices

In February 2026, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) issued Binding Operational Directive 26-02, mandating Federal Civilian Executive Branch agencies to identify and remove unsupported edge devices—such as routers, firewalls, and switches—that no longer receive security updates. This directive aims to mitigate risks posed by state-sponsored threat actors exploiting these vulnerable devices to gain unauthorized access to federal networks. Agencies are required to update, catalog, and decommission these devices within specified timeframes, culminating in the establishment of a continuous lifecycle management process within 24 months. This initiative underscores the critical need for proactive asset management and the elimination of technical debt to enhance national cybersecurity resilience.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Moltbook's 2026 Security Breach: A Cautionary Tale of Cloud Misconfiguration

Moltbook's 2026 Security Breach: A Cautionary Tale of Cloud Misconfiguration

In late January 2026, Moltbook, an AI-exclusive social platform, suffered a significant security breach due to a misconfigured Supabase database. This vulnerability exposed sensitive data, including 1.5 million AI agent API tokens, 35,000 email addresses, and private messages. The misconfiguration allowed unauthorized access and modification of agent records, leading to potential impersonation and data manipulation. Promptly addressing the issue, Moltbook resolved the vulnerability within hours of disclosure. ([techradar.com](https://www.techradar.com/pro/security/ai-agent-social-media-network-moltbook-is-a-security-disaster-millions-of-credentials-and-other-details-left-unsecured?utm_source=openai)) This incident underscores the critical importance of robust security configurations in cloud-based platforms, especially those handling sensitive user data. It highlights the risks associated with rapid deployment of AI-driven services without comprehensive security assessments, emphasizing the need for stringent access controls and regular security audits to prevent similar breaches.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Shai-Hulud: Unveiling the 2025 npm Supply Chain Attack

Shai-Hulud: Unveiling the 2025 npm Supply Chain Attack

In September 2025, the Shai-Hulud malware campaign emerged as a significant supply chain attack targeting the npm ecosystem. The self-replicating worm compromised over 180 npm packages within 48 hours, including those maintained by prominent organizations like CrowdStrike. By exploiting post-install scripts, the malware harvested developer credentials, including npm tokens, GitHub personal access tokens, and cloud service keys. It established persistence through malicious GitHub Actions workflows, enabling further propagation by republishing infected versions across the victim maintainer's other packages. This attack underscored the vulnerabilities inherent in open-source supply chains and the potential for widespread impact when trusted developer pipelines are exploited. ([protoslabs.io](https://www.protoslabs.io/resources/deep-dive-shai-hulud-the-self-replicating-npm-supply-chain-worm?utm_source=openai)) The Shai-Hulud incident highlights a growing trend of sophisticated supply chain attacks that leverage automation and trusted relationships within the developer ecosystem. The rapid escalation and scale of this campaign serve as a stark reminder of the critical need for enhanced security measures, including stringent access controls, continuous monitoring, and the adoption of zero-trust principles to safeguard against such pervasive threats. ([tomshardware.com](https://www.tomshardware.com/tech-industry/cyber-security/shai-hulud-malware-campaign-dubbed-the-largest-and-most-dangerous-npm-supply-chain-compromise-in-history-hundreds-of-javascript-packages-affected?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
EnCase Driver Exploited for EDR Evasion in 2026
Financial Services9 months ago

EnCase Driver Exploited for EDR Evasion in 2026

In early 2026, cybersecurity researchers identified a significant security vulnerability involving the EnCase forensic tool's driver. Despite its digital certificate having expired years prior, Windows systems continued to load the driver due to inadequate security checks. This oversight allowed threat actors to exploit the driver, effectively disabling Endpoint Detection and Response (EDR) systems and evading detection mechanisms. The exploitation of this driver underscores a critical gap in driver validation processes, enabling attackers to gain elevated privileges and execute malicious activities undetected. This incident highlights the persistent and evolving nature of EDR evasion techniques employed by cyber adversaries. The use of signed yet vulnerable drivers to bypass security measures is a growing trend, emphasizing the need for organizations to implement robust driver validation and monitoring processes to mitigate such risks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Critical RADIUS Vulnerability in Hitachi Energy XMC20 Devices (CVE-2024-3596)
Utilities9 months ago

Critical RADIUS Vulnerability in Hitachi Energy XMC20 Devices (CVE-2024-3596)

In July 2024, a critical vulnerability (CVE-2024-3596) was identified in the RADIUS protocol, affecting Hitachi Energy's XMC20 devices. This flaw allows an on-path attacker to forge RADIUS server responses by exploiting weaknesses in the MD5-based Response Authenticator, potentially granting unauthorized network access. The vulnerability impacts XMC20 versions R18, R17A, and earlier, particularly when configured for remote RADIUS authentication. ([cisco.com](https://www.cisco.com/c/en/us/support/docs/security/identity-services-engine/222287-blast-radius-cve-2024-3596-protocol-sp.html?utm_source=openai)) The discovery underscores the risks associated with legacy cryptographic protocols like MD5. Organizations relying on RADIUS for authentication should promptly implement mitigations, such as enabling the Message-Authenticator attribute, to safeguard against potential exploits. ([cisco.com](https://www.cisco.com/c/en/us/support/docs/security/identity-services-engine/222287-blast-radius-cve-2024-3596-protocol-sp.html?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(low)
IImpact(low)
Read report
Critical OS Command Injection Vulnerability in React Native CLI's Metro Development Server

Critical OS Command Injection Vulnerability in React Native CLI's Metro Development Server

In November 2025, a critical vulnerability (CVE-2025-11953) was identified in the React Native Community CLI's Metro Development Server. This flaw allowed unauthenticated attackers to execute arbitrary commands on the host system by sending specially crafted POST requests to the server's '/open-url' endpoint. The vulnerability affected versions 4.8.0 through 20.0.0-alpha.2 and was patched in version 20.0.0. Developers were advised to update their installations promptly or restrict the server's network exposure to mitigate the risk. ([research.jfrog.com](https://research.jfrog.com/vulnerabilities/react-native-cli-command-injection-jfsa-2025-001495618/?utm_source=openai)) The incident underscores the importance of securing development tools and environments, as vulnerabilities in such tools can serve as entry points for attackers. It also highlights the need for developers to stay vigilant about applying security patches and configuring development servers securely to prevent unauthorized access.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Critical Vulnerability in Open62541: Immediate Action Required

Critical Vulnerability in Open62541: Immediate Action Required

In February 2026, a medium-severity vulnerability (CVE-2026-1301) was identified in o6 Automation GmbH's Open62541, an open-source OPC UA stack widely used in industrial automation. The flaw, present in versions from 1.5-rc1 to before 1.5-rc2, allows unauthenticated attackers to send crafted JSON PubSub messages, leading to out-of-bounds writes, process crashes, and potential memory corruption. This vulnerability poses significant risks to industrial control systems, potentially causing operational disruptions and compromising system integrity. ([windowsforum.com](https://windowsforum.com/threads/cve-2026-1301-open62541-json-pubsub-memory-safety-bug-upgrade-to-v1-5-0.400263/?utm_source=openai)) The discovery of this vulnerability underscores the critical importance of rigorous security practices in industrial automation software. Organizations utilizing Open62541 should promptly upgrade to the stable release v1.5.0 to mitigate this risk. Additionally, implementing network segmentation and minimizing exposure of control systems to external networks are essential steps to enhance security posture. ([windowsforum.com](https://windowsforum.com/threads/cve-2026-1301-open62541-json-pubsub-memory-safety-bug-upgrade-to-v1-5-0.400263/?utm_source=openai))

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical Vulnerability in Hitachi Energy's FOX61x Products (CVE-2024-3596)
Utilities9 months ago

Critical Vulnerability in Hitachi Energy's FOX61x Products (CVE-2024-3596)

In January 2026, Hitachi Energy disclosed a critical vulnerability (CVE-2024-3596) in its FOX61x products, specifically affecting versions R18 and R17A and earlier. This flaw, inherent in the RADIUS protocol under RFC 2865, allows local attackers to modify valid responses through a chosen-prefix collision attack on the MD5 Response Authenticator signature. Exploitation could compromise the confidentiality, integrity, and availability of the affected systems. The vulnerability is particularly relevant when FOX61x devices are configured to use remote RADIUS authentication. ([it4automation.com](https://it4automation.com/security-alerts/hitachi-energy-fox61x-foxcst-and-foxman-un-products/?utm_source=openai)) This incident underscores the persistent risks associated with legacy authentication protocols and the importance of implementing robust security measures. Organizations utilizing FOX61x devices are urged to apply the recommended mitigations promptly to prevent potential exploitation.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(low)
IImpact(low)
Read report
Critical Vulnerability in TP-Link VIGI Cameras: Authentication Bypass Exploit (CVE-2026-0629)

Critical Vulnerability in TP-Link VIGI Cameras: Authentication Bypass Exploit (CVE-2026-0629)

In January 2026, a critical vulnerability (CVE-2026-0629) was discovered in TP-Link's VIGI series surveillance cameras, affecting over 32 models. This flaw allowed attackers on the same local network to bypass authentication by exploiting the password recovery feature in the cameras' local web interface. By manipulating client-side state, attackers could reset the administrator password without verification, granting them full administrative access to the device. This access enabled potential compromise of device configurations, network security, and unauthorized viewing of live and recorded video feeds. ([tp-link.com](https://www.tp-link.com/us/support/faq/4899/?utm_source=openai)) The incident underscores the growing risks associated with IoT devices in corporate environments. As surveillance systems become increasingly integrated into business operations, vulnerabilities like this highlight the necessity for robust security measures, regular firmware updates, and network segmentation to prevent unauthorized access and potential data breaches.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Mitsubishi Electric's 2026 PLC Vulnerability: A Wake-Up Call for Industrial Network Security

Mitsubishi Electric's 2026 PLC Vulnerability: A Wake-Up Call for Industrial Network Security

In February 2026, Mitsubishi Electric disclosed a critical vulnerability (CVE-2025-15080) in its MELSEC iQ-R Series programmable logic controllers (PLCs). This flaw allows unauthenticated attackers to read or modify device data and control programs, or to cause a denial-of-service condition by sending specially crafted packets. The affected models include R08PCPU, R16PCPU, R32PCPU, and R120PCPU with firmware versions up to 48. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/CVE-2025-15080?utm_source=openai)) This incident underscores the persistent risks in industrial control systems, particularly those exposed to untrusted networks. Organizations must prioritize securing network access to critical infrastructure to prevent unauthorized exploitation of such vulnerabilities.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(low)
IImpact(high)
Read report
Zendesk 2026 Spam Campaign: A Wake-Up Call for Securing Support Systems

Zendesk 2026 Spam Campaign: A Wake-Up Call for Securing Support Systems

In January 2026, a massive global spam campaign exploited unsecured Zendesk support systems, allowing attackers to flood users' inboxes with automated 'ticket received' emails. By abusing Zendesk instances that permitted unverified users to submit support tickets, attackers generated numerous fake tickets using large email lists. This resulted in victims receiving confirmation emails from legitimate Zendesk domains, enabling the messages to bypass spam filters and inundate users' inboxes. Affected organizations included major companies such as Discord, Tinder, Riot Games, Dropbox, CD Projekt, NordVPN, and various Tennessee state departments. Notably, the spam emails did not contain malware or phishing links but featured bizarre and seemingly pointless messages, such as fake law enforcement takedown requests and promotional offers. Zendesk acknowledged the issue and responded by implementing new safety measures, including enhanced monitoring and stricter activity limits to detect and halt spam efforts more effectively. The campaign began on January 18, 2026, but its current status remains unclear. ([techradar.com](https://www.techradar.com/pro/security/zendesk-tickets-hijacked-in-massive-spam-campaign?utm_source=openai)) This incident underscores the critical importance of securing customer support platforms against abuse. The exploitation of Zendesk's ticketing system highlights a broader trend where attackers leverage legitimate services to conduct spam campaigns, thereby evading traditional security measures. Organizations must proactively assess and fortify their support systems to prevent similar abuses, ensuring that such platforms do not become vectors for large-scale spam or other malicious activities.

Medium 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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