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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 1321 to 1332 of 5099
CrowdStrike's Strategic Takedown of the Glassworm Botnet
In May 2026, CrowdStrike, in collaboration with Google and the Shadowserver Foundation, successfully dismantled the Glassworm botnet, a sophisticated operation targeting software developers through the open-source supply chain. Since early 2025, Glassworm had infiltrated numerous systems by compromising VSCode extensions, npm and Python packages, and over 300 GitHub repositories, leading to widespread data and credential theft across Windows, macOS, and Linux platforms. The botnet's resilience was attributed to its use of multiple command-and-control channels, including the Solana blockchain, BitTorrent's peer-to-peer network, Google Calendar, and virtual private servers. The coordinated takedown severed these channels, effectively neutralizing the botnet's operations. ([crowdstrike.com](https://www.crowdstrike.com/en-us/blog/inside-crowdstrike-takedown-of-a-developer-targeting-botnet/?utm_source=openai)) This incident underscores the escalating threat posed by supply chain attacks, particularly those targeting developer environments. The Glassworm case highlights the necessity for organizations to implement robust security measures within their development pipelines and to remain vigilant against increasingly sophisticated attack vectors that exploit trusted software ecosystems. ([crowdstrike.com](https://www.crowdstrike.com/en-us/blog/inside-crowdstrike-takedown-of-a-developer-targeting-botnet/?utm_source=openai))
2 months ago
Kill Chain
Anthropic's AI Model Uncovers Thousands of Software Vulnerabilities
In April 2026, Anthropic launched Project Glasswing, utilizing its advanced AI model, Claude Mythos Preview, to identify vulnerabilities in critical software systems. Within the first month, the initiative uncovered over 10,000 high- or critical-severity vulnerabilities across various platforms, including major operating systems and web browsers. Notably, partners like Cloudflare reported discovering 2,000 bugs, with 400 classified as high or critical severity. This rapid identification underscores the model's capability to detect longstanding vulnerabilities that have eluded traditional methods. The surge in discovered vulnerabilities has shifted the cybersecurity focus from detection to remediation. The bottleneck now lies in the human capacity to triage, report, and deploy patches for these issues. As AI models like Mythos become more prevalent, organizations must adapt their security strategies to address the increasing volume of vulnerabilities and the urgency of timely patching.
2 months ago
Kill Chain
7-Eleven Data Breach: A Wake-Up Call for Cloud Security
In April 2026, 7-Eleven experienced a significant data breach when the cybercriminal group ShinyHunters infiltrated the company's Salesforce environment. The attackers exfiltrated over 600,000 records containing personally identifiable information (PII) and internal corporate data. After ransom negotiations failed, ShinyHunters leaked a 9.4GB archive of the stolen data on the dark web, exposing sensitive information of approximately 185,300 individuals, including names, email addresses, phone numbers, physical addresses, and dates of birth. ([techcrunch.com](https://techcrunch.com/2026/05/26/7-eleven-data-breach-affects-over-185000-peoples-personal-data/?utm_source=openai)) This incident underscores the escalating threat posed by cyber extortion groups targeting large corporations through sophisticated attacks on cloud-based platforms. Organizations must prioritize securing their third-party integrations and cloud environments to mitigate such risks. ([cybernews.com](https://cybernews.com/cybercrime/7-eleven-confirms-april-cyberattack-shinyhunters/?utm_source=openai))
2 months ago
Kill Chain
Urgent: CISA Directs Immediate Patching of Critical Drupal Vulnerability CVE-2026-9082
In May 2026, a critical SQL injection vulnerability (CVE-2026-9082) was discovered in Drupal's database abstraction API, affecting versions from 8.9.0 up to 11.3.9. This flaw allows unauthenticated attackers to execute arbitrary SQL commands on PostgreSQL-backed sites, potentially leading to data disclosure, privilege escalation, and remote code execution. The vulnerability was actively exploited, with over 15,000 attack attempts targeting nearly 6,000 sites across 65 countries, primarily in the gaming and financial services sectors. In response, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) mandated federal agencies to patch their systems by May 27, 2026, emphasizing the urgency due to active exploitation in the wild. This incident underscores the critical importance of timely patch management and the need for organizations to stay vigilant against emerging threats targeting widely used content management systems like Drupal.
2 months ago
Kill Chain
Charter Communications Data Breach: A 2026 Case Study
In April 2026, Charter Communications, a leading U.S. telecommunications provider, experienced a data breach orchestrated by the cyber extortion group ShinyHunters. The attackers employed a voice phishing (vishing) technique to compromise an employee's Microsoft Entra account, subsequently accessing the company's Salesforce system. This breach led to the exfiltration of approximately 40 million customer records, encompassing names, email addresses, physical addresses, phone numbers, and plan details. Charter has stated that no sensitive personal information or customer proprietary network information was compromised. This incident underscores a growing trend of cybercriminals leveraging social engineering tactics, such as vishing, to infiltrate organizations. The increasing sophistication of these methods highlights the critical need for enhanced employee training and robust security protocols to mitigate the risk of similar breaches.
2 months ago
Kill Chain
MuddyWater's 2026 Espionage Campaign: Unveiling DLL Side-Loading Tactics
In the first quarter of 2026, the Iranian state-sponsored hacking group MuddyWater conducted a cyber-espionage campaign targeting at least nine organizations across nine countries on four continents. The sectors affected included industrial and electronics manufacturing, education, public-sector bodies, financial services, and professional services. Notably, a major South Korean electronics manufacturer was infiltrated, with attackers maintaining access to its network for approximately one week in February 2026. The attackers employed DLL side-loading techniques, utilizing legitimate binaries such as 'fmapp.exe' and 'sentinelmemoryscanner.exe' to execute malicious DLLs. These tools facilitated data theft from Chromium-based browsers and enabled activities like reconnaissance, credential theft, and establishing persistence within the network. ([thehackernews.com](https://thehackernews.com/2026/05/muddywater-uses-dll-side-loading-in.html?utm_source=openai)) This incident underscores the evolving tactics of nation-state actors in targeting critical industries. The use of legitimate software components to execute malicious payloads highlights the need for enhanced detection mechanisms. Organizations must remain vigilant against such sophisticated cyber-espionage campaigns, as similar tactics are being observed across various sectors globally. ([thehackernews.com](https://thehackernews.com/2026/05/muddywater-uses-dll-side-loading-in.html?utm_source=openai))
2 months ago
Kill Chain
Critical Zero-Day in KnowledgeDeliver LMS Exploited to Deploy Web Shells
In late 2025, attackers exploited a zero-day vulnerability (CVE-2026-5426) in Digital Knowledge's KnowledgeDeliver Learning Management System (LMS). This flaw, stemming from hardcoded ASP.NET machineKey values across deployments, allowed unauthenticated remote code execution via malicious ViewState deserialization. Exploiting this, threat actors deployed the Godzilla (BlueBeam) web shell, enabling further system compromise and the distribution of Cobalt Strike beacons to users through malicious scripts embedded in the platform. This incident underscores the critical risks associated with default configurations and hardcoded cryptographic keys in web applications. The exploitation of such vulnerabilities highlights the necessity for organizations to implement unique, secure configurations and to stay vigilant against emerging threats targeting widely-used platforms.
2 months ago
Kill Chain
May 2026 Cyber Threats: ClearFake Campaign and GraphRunner Malware
In May 2026, multiple sophisticated cyber threats emerged, notably the ClearFake campaign, which utilized advanced web injection techniques to deploy the Amatera Stealer malware. This malware, an evolution of the ACR Stealer, was distributed through deceptive methods such as EtherHiding and ClickFix, leading to significant data exfiltration. Additionally, the GraphRunner malware debuted, exploiting vulnerabilities in cloud services to execute unauthorized code, posing substantial risks to cloud infrastructure security. These incidents underscore a concerning trend: cybercriminals are increasingly leveraging complex, multi-stage attacks that combine social engineering with technical exploits. The rise of such sophisticated malware campaigns highlights the urgent need for organizations to enhance their cybersecurity measures and remain vigilant against evolving threats.
2 months ago
Kill Chain
Shai-Hulud 2.0: Unveiling the 2025 npm Supply Chain Attack
In November 2025, the Shai-Hulud 2.0 supply chain attack emerged as a significant threat to the npm ecosystem. Attackers compromised hundreds of npm packages by injecting malicious preinstall scripts that executed before installation completion. These scripts harvested sensitive data, including credentials and configuration secrets, from developer environments and CI/CD pipelines, exfiltrating them to attacker-controlled repositories. The malware exhibited worm-like behavior, autonomously spreading by publishing malicious versions of accessible packages, thereby propagating across the npm ecosystem. Major projects such as Zapier, Ethereum Name Service (ENS), PostHog, and Postman were affected, with over 25,000 repositories compromised within a few hours. ([blog.checkpoint.com](https://blog.checkpoint.com/research/shai-hulud-2-0-inside-the-second-coming-the-most-aggressive-npm-supply-chain-attack-of-2025/?utm_source=openai)) This incident underscores the escalating sophistication of supply chain attacks targeting open-source ecosystems. The rapid propagation and automation observed in Shai-Hulud 2.0 highlight the urgent need for enhanced security measures in software development pipelines. Organizations must prioritize securing their development environments, implement robust monitoring, and adopt best practices to mitigate the risks associated with such pervasive threats.
2 months ago
Kill Chain
Critical DoS Vulnerability in ABB B&R Automation Runtime (CVE-2025-3450)
In October 2025, ABB identified a critical vulnerability (CVE-2025-3450) in the System Diagnostics Manager (SDM) component of B&R Automation Runtime versions prior to 6.3 and Q4.93. This flaw allows unauthenticated, network-based attackers to delete data, leading to denial-of-service conditions. The vulnerability stems from improper resource locking within the SDM, potentially causing affected systems to cease operation upon exploitation. ABB has released updates to address this issue and recommends users upgrade to Automation Runtime versions 6.3 or Q4.93 to mitigate the risk. This incident underscores the importance of timely patch management and robust network security practices, especially in critical infrastructure sectors where such vulnerabilities can have significant operational impacts.
2 months ago
Kill Chain
Critical Vulnerability in ABB Ability™ zenon: CVE-2025-8754
In August 2025, a critical vulnerability (CVE-2025-8754) was identified in ABB's Ability™ zenon software, versions 7.50 through 14. This flaw allows unauthenticated remote attackers to access critical functions, potentially leading to denial-of-service conditions in industrial control environments. The vulnerability arises from missing authentication mechanisms in the Remote Transport Service, enabling unauthorized system reboots. ([cve.org](https://www.cve.org/CVERecord?id=CVE-2025-8754&utm_source=openai)) The incident underscores the importance of robust authentication protocols in industrial control systems. As cyber threats targeting critical infrastructure continue to evolve, organizations must prioritize timely vulnerability assessments and implement comprehensive security measures to mitigate potential risks.
2 months ago
Kill Chain
Critical Vulnerability in ABB AC500 V2 PLCs: CVE-2025-7745
In July 2025, a buffer over-read vulnerability, identified as CVE-2025-7745, was discovered in ABB's AC500 V2 programmable logic controllers (PLCs), affecting versions up to and including 2.5.2. This flaw could allow unauthorized access to fragments of previously transmitted Modbus telegrams, potentially exposing sensitive information. The vulnerability was reported by Reid Wightman of Dragos, Inc., and ABB released firmware version 2.5.3 to address the issue. The incident underscores the critical importance of timely patch management in industrial control systems (ICS). As cyber threats targeting ICS environments continue to evolve, organizations must remain vigilant in updating and securing their operational technology to prevent potential exploitation of such vulnerabilities.
2 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.
