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.
Recent Breaches, Security Incidents & Vulnerabilities
AI-Powered Threat Analysis
Agentic AI that analyzes real-world attacks — across security incidents, breaches, and exploited vulnerabilities — to produce structured, actionable intelligence.
Displaying 3817 to 3828 of 5957
dYdX Supply Chain Attack Exposes Cryptocurrency Wallets to Theft
In early February 2026, dYdX, a decentralized cryptocurrency exchange, experienced a significant supply chain attack. Malicious actors compromised legitimate npm and PyPI packages—@dydxprotocol/v4-client-js and dydx-v4-client, respectively—by publishing infected versions using legitimate developer credentials. These compromised packages were designed to steal wallet credentials and, in the case of the PyPI package, deploy a remote access trojan (RAT) for executing arbitrary commands on affected systems. The attack underscores the vulnerabilities inherent in software supply chains and the potential for widespread impact when trusted distribution channels are exploited. This incident highlights a persistent pattern of adversaries targeting dYdX-related assets through trusted distribution channels, following similar attacks in 2022 and 2024. The coordinated cross-ecosystem deployment and sophisticated obfuscation techniques suggest that threat actors had direct access to publishing infrastructure, emphasizing the need for enhanced security measures in software development and distribution processes.
7 months ago
Kill Chain
Asian State-Backed Group TGR-STA-1030 Breaches 70 Government, Infrastructure Entities
Between January 2024 and February 2026, the cyber espionage group TGR-STA-1030, assessed to be state-aligned and operating out of Asia, compromised at least 70 government and critical infrastructure organizations across 37 countries. The group employed phishing emails and exploited known software vulnerabilities to gain initial access, subsequently deploying tools like the Diaoyu Loader and the ShadowGuard rootkit to maintain persistence and exfiltrate sensitive data. Notable targets included national law enforcement agencies, ministries of finance, and departments focusing on trade and diplomacy. ([unit42.paloaltonetworks.com](https://unit42.paloaltonetworks.com/shadow-campaigns-uncovering-global-espionage/?utm_source=openai)) This incident underscores the escalating sophistication and reach of state-sponsored cyber espionage activities, highlighting the urgent need for enhanced cybersecurity measures and international cooperation to protect critical infrastructure and sensitive governmental data.
7 months ago
Kill Chain
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))
7 months ago
Kill Chain
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.
7 months ago
Kill Chain
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.
7 months ago
Kill Chain
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))
7 months ago
Kill Chain
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.
7 months ago
Kill Chain
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))
7 months ago
Kill Chain
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.
7 months ago
Kill Chain
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))
7 months ago
Kill Chain
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.
7 months ago
Kill Chain
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.
7 months ago
Kill Chain
Security Research & Insights
Security Research & Insights with human-led deep dives into campaigns and cloud-native TTPs
The Edge Device Isn't Your Last Line of Defense. It's Their First Target.
AI Trust Abuse: A Detection Engineer's Field Guide to Agent-Abuse Attacks
Aug 18, 2026
OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
Market Perspectives
Market Perspectives offering expert commentary and select breach analysis from industry leaders
What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust
The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
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.
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.
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.
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.
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.
