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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 2809 to 2820 of 5196
Cybercriminals Exploit Fake Tech Support to Deploy Havoc C2 Framework
In February 2026, a sophisticated cyberattack campaign was identified targeting multiple organizations. Threat actors impersonated IT support personnel, initiating contact through spam emails followed by phone calls. They convinced victims to grant remote access via tools like AnyDesk, leading to the deployment of a customized version of the Havoc command-and-control (C2) framework. This allowed rapid lateral movement within networks, with the attackers compromising multiple endpoints within hours, indicating objectives of data exfiltration or ransomware deployment. This incident underscores the evolving tactics of cybercriminals, combining social engineering with advanced malware to infiltrate organizations. The use of open-source C2 frameworks like Havoc, customized to evade detection, highlights the need for enhanced vigilance and updated security protocols to counter such multifaceted threats.
5 months ago
Kill Chain
Project Compass: Unveiling the Arrests in 'The Com' Cybercrime Network
In January 2025, Europol initiated Project Compass, a coordinated international operation targeting 'The Com,' a decentralized cybercriminal collective known for engaging in ransomware attacks, financial extortion, and the exploitation of minors. Over the course of the year, the operation led to the arrest of 30 individuals and the identification of 179 additional suspects across 28 countries. Investigators also identified 62 victims, with four being directly safeguarded from further harm. 'The Com' primarily consists of English-speaking individuals aged 16 to 25, who utilize social media platforms, messaging applications, and online gaming environments to recruit and exploit young people. The group's decentralized structure and use of various online platforms have made it particularly challenging for law enforcement to disrupt their activities. The success of Project Compass underscores the importance of international collaboration in combating cybercrime and highlights the ongoing threat posed by such decentralized networks. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/02/27/europol-the-com-network-arrests/?utm_source=openai)) The significance of this operation is underscored by the increasing prevalence of cybercriminal groups targeting vulnerable populations through online platforms. The arrest of key members of 'The Com' serves as a critical reminder of the need for continuous vigilance and proactive measures to protect minors from online exploitation. Additionally, the operation highlights the evolving tactics of cybercriminals, who are increasingly leveraging decentralized networks and social engineering techniques to perpetrate their crimes. ([darkreading.com](https://www.darkreading.com/threat-intelligence/30-alleged-members-the-com-arrested-project-compass/?utm_source=openai))
5 months ago
Kill Chain
OpenClaw Vulnerability Highlights AI Agent Security Risks
In February 2026, a critical vulnerability (CVE-2026-25253) was discovered in OpenClaw, an open-source AI agent platform, allowing attackers to execute arbitrary code on users' systems via malicious web pages. This flaw exposed over 42,000 instances globally, leading to unauthorized access, data exfiltration, and potential system compromise. The vulnerability was promptly patched in version 2026.1.29, but the incident highlighted significant security concerns inherent in AI agent architectures. ([taoapex.com](https://taoapex.com/en/guides/deploy-personal-ai-assistant-openclaw/?utm_source=openai)) The rapid adoption of AI agents like OpenClaw has outpaced the development of robust security measures, making them attractive targets for cybercriminals. This incident underscores the urgent need for comprehensive security frameworks and best practices to mitigate risks associated with autonomous AI systems.
5 months ago
Kill Chain
Pro-Iranian Cyberattacks 2026: Unveiling the Threat to Critical Infrastructure
In early 2026, amid escalating geopolitical tensions, pro-Iranian cyber actors launched a series of coordinated cyberattacks targeting critical infrastructure in the United States and allied nations. These attacks aimed to disrupt essential services, including utilities and transportation systems, and were characterized by sophisticated techniques such as ransomware deployment and data exfiltration. The cyber offensive resulted in significant operational disruptions and financial losses, highlighting the evolving threat landscape posed by nation-state-sponsored cyber activities. This incident underscores the persistent and adaptive nature of cyber threats from nation-state actors, particularly in the context of geopolitical conflicts. Organizations are urged to enhance their cybersecurity posture by implementing robust defense mechanisms, conducting regular threat assessments, and fostering information-sharing partnerships to mitigate the risks associated with such sophisticated cyberattacks.
5 months ago
Kill Chain
Understanding OAuth Redirection Abuse in Phishing Attacks
In March 2026, Microsoft identified a sophisticated phishing campaign exploiting OAuth's redirection mechanisms to deliver malware. Attackers crafted URLs using legitimate identity providers like Microsoft Entra ID and Google Workspace, embedding them in phishing emails with themes such as e-signature requests and financial documents. When recipients clicked these links, they were redirected through trusted domains to attacker-controlled sites, leading to malware downloads. This method effectively bypassed traditional email and browser security defenses, resulting in significant compromises across government and public-sector organizations. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/03/02/oauth-redirection-abuse-enables-phishing-malware-delivery/?utm_source=openai)) This incident underscores a growing trend where threat actors leverage legitimate protocol features to conduct malicious activities. The abuse of OAuth redirection highlights the need for organizations to enhance monitoring of authentication flows and implement stricter controls over third-party application permissions to mitigate such evolving threats.
5 months ago
Kill Chain
IBM Bob's 2026 Prompt Injection Vulnerability Exposes AI Security Risks
In January 2026, security researchers at Prompt Armor identified a critical vulnerability in IBM's generative AI tool, Bob, which was in its beta phase. The flaw allowed for indirect prompt injection attacks, enabling malicious actors to embed hidden commands within emails or calendar entries. When Bob processed these inputs, it could be manipulated to perform unauthorized actions such as data exfiltration, malware execution, or establishing persistent system access. This vulnerability was particularly concerning due to Bob's integration capabilities with other applications, amplifying the potential attack surface. The incident underscores the inherent risks associated with AI systems that process untrusted data sources. As AI tools become more integrated into business workflows, the potential for such vulnerabilities increases, highlighting the need for robust security measures. Organizations must prioritize the development and implementation of safeguards to prevent prompt injection attacks and ensure the secure deployment of AI technologies.
5 months ago
Kill Chain
CrushFTP 2025 Brute-Force Attack Highlights Credential Vulnerabilities
In March 2025, CrushFTP servers were targeted by brute-force attacks exploiting default or weak credentials, particularly the 'crushadmin' account with the password 'crushadmin'. These attacks originated from IP address 5.189.139.225, a French IP with a history of exploit attempts targeting simple vulnerabilities. The attackers aimed to gain unauthorized administrative access, potentially leading to data exfiltration and system compromise. This incident underscores the critical importance of enforcing strong password policies and regularly updating default credentials to prevent unauthorized access. Organizations are advised to review their authentication mechanisms and implement multi-factor authentication where possible to mitigate such risks.
5 months ago
Kill Chain
March 2026 Iranian Cyberattacks: A Wake-Up Call for Critical Infrastructure Security
In early March 2026, Iranian state-sponsored cyber actors launched a series of coordinated cyberattacks targeting critical infrastructure and government entities across the United States and its allies. These attacks included sophisticated phishing campaigns, deployment of data-exfiltrating malware, and disruptive operations attributed to Iranian-aligned hacktivist groups. The cyber offensive coincided with heightened geopolitical tensions following military strikes in the region, leading to significant disruptions in services and raising concerns over national security vulnerabilities. The escalation underscores the persistent threat posed by nation-state actors leveraging cyber capabilities to achieve strategic objectives. Organizations are urged to enhance their cybersecurity posture, as the current geopolitical climate suggests a continued risk of similar cyber operations targeting critical infrastructure and sensitive data.
5 months ago
Kill Chain
Google's March 2026 Android Security Update Addresses Critical Qualcomm Zero-Day
In March 2026, Google disclosed a high-severity zero-day vulnerability (CVE-2026-21385) affecting an open-source Qualcomm display component in Android devices. This memory-corruption flaw, reported to Qualcomm on December 18, 2025, impacts 234 chipsets. Qualcomm notified its customers on February 2, 2026, and provided fixes in January 2026. The vulnerability has been under limited, targeted exploitation, though specific details on the extent and impact remain undisclosed. ([cyberscoop.com](https://cyberscoop.com/android-security-update-march-2026/?utm_source=openai)) This incident underscores the critical importance of timely security updates and coordinated disclosure practices. The surge in Android vulnerabilities, with 129 defects addressed in this update—the highest since April 2018—highlights the evolving threat landscape and the necessity for robust vulnerability management strategies. ([cyberscoop.com](https://cyberscoop.com/android-security-update-march-2026/?utm_source=openai))
5 months ago
Kill Chain
Deepfake Injection Attacks: A Growing Threat to Identity Verification in 2025
In 2025, the financial sector faced a significant surge in deepfake and injection attacks targeting identity verification processes. Fraudsters utilized AI-generated media to impersonate individuals during onboarding and authentication, leading to unauthorized access and substantial financial losses. Notably, a multinational firm in Singapore was nearly defrauded of $500,000 when attackers used deepfake video avatars to impersonate company executives during a Zoom call. ([regulaforensics.com](https://regulaforensics.com/blog/identity-verification-incidents-2025/?utm_source=openai)) This incident underscores the escalating threat posed by deepfake technologies in compromising identity verification systems. The increasing sophistication and accessibility of AI tools have enabled attackers to bypass traditional security measures, highlighting the urgent need for enhanced detection and prevention strategies.
5 months ago
Kill Chain
Alabama Man's Cyber Extortion Scheme Exposes Vulnerabilities in Social Media Security
Between April 2022 and May 2025, Jamarcus Mosley, a 22-year-old from Mobile, Alabama, orchestrated a cyber extortion scheme targeting hundreds of young women, including minors, across the United States. By impersonating friends and acquaintances, Mosley deceived victims into providing account recovery codes, enabling him to hijack their Snapchat and Instagram accounts. He then accessed private, intimate images and videos, threatening to publicly release the content unless victims complied with his demands for additional explicit material or monetary payments. This operation spanned multiple states, with documented cases in Georgia, Florida, and Illinois. ([justice.gov](https://www.justice.gov/usao-ndga/pr/online-predator-pleads-guilty-hacking-social-media-accounts-and-extorting-hundreds?utm_source=openai)) The case underscores the growing threat of social engineering attacks and the exploitation of personal relationships in the digital age. As individuals increasingly share personal content online, the risk of such intimate data being weaponized by malicious actors rises. This incident serves as a stark reminder of the importance of digital literacy, robust security practices, and the need for vigilance in online interactions to prevent similar breaches.
5 months ago
Kill Chain
Phishing Campaign Exploits Fake Google Security Page and PWA to Steal Credentials
In March 2026, a sophisticated phishing campaign emerged, utilizing a counterfeit Google Account security page to deploy a malicious Progressive Web App (PWA). This app deceived users into granting permissions that enabled the theft of one-time passcodes, cryptocurrency wallet addresses, and other sensitive data. Additionally, the malware transformed victims' browsers into proxies for attacker traffic, facilitating further network exploitation. The attackers employed the domain google-prism[.]com to mimic legitimate Google services, leading users through a deceptive setup process that included installing the harmful PWA and, in some cases, a companion Android application. This incident underscores the evolving tactics of cybercriminals who exploit trusted platforms and social engineering to bypass traditional security measures. The use of PWAs in phishing attacks highlights the need for heightened vigilance and the adoption of advanced security protocols to protect against such sophisticated threats.
5 months ago
Kill Chain
Security Research & Insights
Security Research & Insights with human-led deep dives into campaigns and cloud-native TTPs

OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.

Attackers Learned to Use AI. Now They Built Tools to Destroy It.

Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
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.

