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 3541 to 3552 of 5983
Cisco SD-WAN Manager Vulnerabilities Exploited in 2026
In March 2026, Cisco disclosed active exploitation of two vulnerabilities in its Catalyst SD-WAN Manager: CVE-2026-20122 and CVE-2026-20128. CVE-2026-20122 allows authenticated remote attackers with read-only API access to overwrite arbitrary files on the local file system, potentially escalating privileges. CVE-2026-20128 enables authenticated local attackers to access credential files, granting Data Collection Agent (DCA) user privileges. These vulnerabilities affect multiple versions of the software, with patches released in late February 2026. Organizations are urged to update to fixed releases promptly to mitigate risks. ([cisco.com](https://www.cisco.com/c/en/us/support/docs/csa/cisco-sa-sdwan-authbp-qwCX8D4v.html?utm_source=openai)) The active exploitation of these vulnerabilities underscores the critical need for timely software updates and robust access controls. As attackers increasingly target network infrastructure components, organizations must prioritize patch management and monitor for unusual activities to prevent unauthorized access and potential data breaches.
6 months ago
Kill Chain
OpenClaw AI Security Breach 2026: A Wake-Up Call for AI Security
In early 2026, OpenClaw, an open-source AI assistant, experienced multiple security breaches due to misconfigurations and vulnerabilities. Attackers exploited exposed instances to gain unauthorized access, leading to data exfiltration and system compromises. Notably, over 40,000 instances were found exposed on the public internet, with many lacking proper authentication, allowing cybercriminals to deploy infostealer malware and hijack AI agents. ([blog.barrack.ai](https://blog.barrack.ai/openclaw-security-vulnerabilities-2026/?utm_source=openai)) These incidents underscore the critical need for robust security measures in AI deployments. The rapid adoption of AI agents like OpenClaw, coupled with inadequate security configurations, has created significant attack surfaces. Organizations must prioritize securing AI systems to prevent unauthorized access and data breaches, especially as AI integration becomes more prevalent in personal and professional environments.
6 months ago
Kill Chain
Critical VMware Aria Operations Vulnerability Exploited by UNC5174
In February 2026, a critical command injection vulnerability (CVE-2026-22719) was identified in VMware Aria Operations, allowing unauthenticated attackers to execute arbitrary commands remotely. This flaw, with a CVSS score of 8.1, was actively exploited by the Chinese state-sponsored group UNC5174 since October 2024, enabling them to gain root-level access to virtual machines, potentially compromising entire cloud environments. The exploitation of this vulnerability underscores the persistent threat posed by state-sponsored actors targeting critical infrastructure. Organizations are urged to apply the latest patches promptly and enhance monitoring of their virtualized environments to mitigate such risks.
6 months ago
Kill Chain
Surge in Automated Opportunistic Scanning Campaigns in 2026
In late January 2026, a coordinated automated scanning campaign targeted web servers globally, probing for exposed sensitive files such as compressed backups and database dumps. This activity, characterized by rapid, systematic requests, was detected by multiple honeypots worldwide, indicating a widespread and synchronized effort to exploit misconfigured or vulnerable web services. The surge in scanning activity underscores the persistent threat posed by opportunistic attackers leveraging automation to identify and exploit weaknesses in internet-facing systems. Organizations must prioritize secure configurations, continuous monitoring, and proactive defense strategies to mitigate the risks associated with such automated attacks.
6 months ago
Kill Chain
Critical Vulnerability in Tauri Framework's Shell Plugin Leads to Remote Code Execution
In April 2025, a critical vulnerability (CVE-2025-31477) was identified in the Tauri framework's shell plugin, which is used for building cross-platform desktop applications. This flaw allowed unregulated access to system shell operations, enabling attackers to execute arbitrary code on affected systems. The vulnerability stemmed from improper validation of allowed protocols in the plugin's 'open' endpoint, permitting potentially dangerous protocols like 'file://', 'smb://', and 'nfs://'. Exploitation required either direct exposure of the endpoint to application users or code execution within the frontend of a Tauri application. The issue was addressed in version 2.2.1 of the plugin. ([github.com](https://github.com/tauri-apps/plugins-workspace/security/advisories/GHSA-c9pr-q8gx-3mgp?utm_source=openai)) This incident underscores the importance of rigorous input validation and protocol handling in application development. As frameworks like Tauri gain popularity for their efficiency in building cross-platform applications, ensuring the security of their components becomes paramount. Developers are urged to promptly update to patched versions and adhere to best practices in secure coding to mitigate such vulnerabilities.
6 months ago
Kill Chain
BadeSaba Calendar App Hack: A New Front in Cyber Warfare
In late February 2026, during coordinated military strikes by the United States and Israel on Iranian targets, the BadeSaba Calendar app—a widely used prayer-timing application with over 5 million downloads—was compromised. Users received push notifications in Persian urging military personnel and civilians to defect, lay down arms, or join opposition forces. Messages included phrases such as "Help has arrived" and "It's time for reckoning." This cyber operation coincided with physical airstrikes and resulted in a near-total internet blackout in Iran, disrupting government communications, state media, and public services. ([en.wikipedia.org](https://en.wikipedia.org/wiki/Cyberwarfare_during_the_2026_Iran_war?utm_source=openai)) This incident underscores the evolving landscape of cyber warfare, where digital platforms are exploited to disseminate psychological operations alongside kinetic military actions. The strategic use of a trusted religious app to deliver propaganda highlights the need for robust cybersecurity measures, especially for applications with significant user bases in geopolitically sensitive regions.
6 months ago
Kill Chain
Unveiling the 2025 Salesloft Drift Supply Chain Attack: Implications and Lessons
In August 2025, a significant supply chain attack targeted the Salesloft Drift AI chatbot integration, compromising OAuth tokens and affecting over 700 organizations, including Cloudflare, Palo Alto Networks, and Zscaler. Attackers exploited these tokens to gain unauthorized access to Salesforce instances, exfiltrating sensitive data such as AWS access keys and passwords. The breach originated from a compromised Salesloft GitHub account, accessed between March and June 2025, allowing attackers to manipulate repositories and establish malicious workflows. This incident underscores the critical vulnerabilities present in third-party integrations and the necessity for stringent security measures in interconnected systems. The attack highlights the growing trend of cybercriminals leveraging trusted platforms to infiltrate organizations, emphasizing the need for enhanced monitoring and control over third-party services.
6 months ago
Kill Chain
LeakBase 2026: Global Law Enforcement Takedown of Major Cybercrime Forum
In early March 2026, an international coalition of law enforcement agencies from 14 countries, including the United States, executed a coordinated operation to dismantle LeakBase, one of the world's largest cybercrime forums. LeakBase, active since 2021, had over 142,000 registered members and hosted extensive archives of stolen data, including hundreds of millions of account credentials, credit card numbers, and sensitive personal information. The operation involved seizing the forum's domains, arresting multiple individuals, and collecting substantial evidence, effectively disrupting a major hub for cybercriminal activities. ([justice.gov](https://www.justice.gov/opa/pr/united-states-leads-dismantlement-one-worlds-largest-hacker-forums?utm_source=openai)) This takedown underscores the escalating global efforts to combat cybercrime and the increasing collaboration among international law enforcement agencies. The operation serves as a stark reminder of the persistent threat posed by online platforms that facilitate the trade of stolen data and hacking tools, highlighting the need for continuous vigilance and proactive measures in cybersecurity. ([justice.gov](https://www.justice.gov/opa/pr/united-states-leads-dismantlement-one-worlds-largest-hacker-forums?utm_source=openai))
6 months ago
Kill Chain
Global Takedown of Tycoon 2FA Phishing Platform in 2026
In March 2026, a global coalition led by Microsoft and Europol dismantled Tycoon 2FA, a phishing-as-a-service platform active since August 2023. This service enabled cybercriminals to bypass multifactor authentication (MFA) using adversary-in-the-middle techniques, facilitating unauthorized access to services like Microsoft 365 and Gmail. The operation resulted in the seizure of 330 domains integral to Tycoon 2FA's infrastructure, disrupting a platform responsible for tens of millions of phishing emails monthly and affecting over 500,000 organizations worldwide. The takedown underscores the evolving sophistication of phishing threats and the critical need for robust cybersecurity measures. Despite the disruption, the incident highlights the persistent vulnerabilities in MFA implementations and the necessity for continuous vigilance and adaptation in security protocols to counteract emerging threats.
6 months ago
Kill Chain
Unveiling a Ransomware Network Through Brute Force Attack Analysis
In March 2026, the Huntress Tactical Response Team investigated a routine brute-force alert on an exposed Remote Desktop Protocol (RDP) server. This led to the discovery of a successful login from multiple IP addresses, indicating a coordinated attack. Further analysis revealed the attackers' unusual behavior of manually searching for credentials within files, deviating from typical automated methods. This investigation uncovered a geo-distributed infrastructure and a suspicious VPN service, suggesting a sophisticated ransomware-as-a-service operation facilitated by initial access brokers. This incident underscores the evolving tactics of ransomware operators, highlighting the importance of vigilant monitoring and comprehensive security measures. The attackers' manual credential-hunting approach and the use of distributed infrastructure reflect a shift towards more targeted and persistent threats, necessitating adaptive defense strategies.
6 months ago
Kill Chain
Global Operation Dismantles Tycoon2FA Phishing Platform
In March 2026, a coordinated international operation led by Europol and Microsoft successfully dismantled Tycoon2FA, a prominent phishing-as-a-service (PhaaS) platform active since August 2023. Tycoon2FA enabled cybercriminals to bypass multi-factor authentication (MFA) by intercepting live authentication sessions, capturing credentials, one-time passcodes, and session cookies in real time. This service was responsible for tens of millions of phishing emails each month, targeting over 500,000 organizations globally, including schools, hospitals, and public institutions. The takedown involved seizing 330 domains that formed the platform's core infrastructure, significantly disrupting its operations and mitigating further harm. ([blogs.microsoft.com](https://blogs.microsoft.com/on-the-issues/2026/03/04/how-a-global-coalition-disrupted-tycoon/?utm_source=openai)) The dismantling of Tycoon2FA underscores the evolving sophistication of cyber threats, particularly the commoditization of tools that facilitate large-scale MFA bypass attacks. This incident highlights the critical need for organizations to adopt phishing-resistant authentication mechanisms and enhance their cybersecurity posture to defend against such advanced threats. ([newsroom.trendmicro.com](https://newsroom.trendmicro.com/2026-03-04-TrendAI-TM-Helps-Drive-Global-Takedown-of-Tycoon-2FA-MFA-Bypass-Phishing-Service?utm_source=openai))
6 months ago
Kill Chain
UMMC's 2026 Ransomware Attack: A Wake-Up Call for Healthcare Cybersecurity
In February 2026, the University of Mississippi Medical Center (UMMC) experienced a significant ransomware attack attributed to the Medusa ransomware group. The attack led to the closure of 35 clinics and the cancellation of elective procedures, severely disrupting healthcare services. UMMC's electronic health record system and communication networks were compromised, necessitating a shift to manual operations. The medical center collaborated with federal authorities, including the FBI, to investigate and mitigate the attack. After nine days, UMMC restored its systems and resumed normal operations. ([nationaltoday.com](https://nationaltoday.com/us/ms/jackson/news/2026/03/04/ummc-resumes-operations-after-ransomware-attack/?utm_source=openai)) This incident underscores the escalating threat of ransomware attacks targeting critical infrastructure, particularly in the healthcare sector. The Medusa group's double extortion tactics, involving data encryption and threats to release sensitive information, highlight the urgent need for robust cybersecurity measures to protect patient data and ensure uninterrupted medical services. ([aha.org](https://www.aha.org/news/headline/2025-03-14-advisory-warns-medusa-ransomware-activity?utm_source=openai))
6 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.
