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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 1429 to 1440 of 5110
Hackers Exploit SonicWall VPN MFA Bypass Vulnerability CVE-2024-12802
In early 2026, threat actors exploited a vulnerability in SonicWall Gen6 SSL-VPN appliances, identified as CVE-2024-12802, to bypass multi-factor authentication (MFA). By brute-forcing VPN credentials and leveraging incomplete patching, attackers gained unauthorized access to internal networks. Once inside, they conducted reconnaissance, tested credential reuse, and attempted to deploy tools like Cobalt Strike for command-and-control communication. The exploitation was facilitated by organizations failing to perform necessary manual reconfigurations after firmware updates, leaving systems susceptible to MFA bypass. This incident underscores the critical importance of comprehensive patch management and adherence to vendor-recommended remediation steps. The exploitation of CVE-2024-12802 highlights a broader trend of attackers targeting VPN vulnerabilities to infiltrate corporate networks, emphasizing the need for vigilant security practices and thorough system updates.
2 months ago
Kill Chain
Critical ExifTool Vulnerability on macOS: CVE-2026-3102 Analysis
In February 2026, a critical vulnerability identified as CVE-2026-3102 was discovered in ExifTool versions up to 13.49 on macOS. This flaw allows attackers to execute arbitrary commands by embedding malicious shell commands within the metadata of image files. When a vulnerable version of ExifTool processes such a file, the embedded commands are executed, potentially leading to unauthorized actions on the system. The vulnerability specifically affects the SetMacOSTags function in the MacOS.pm module, where improper handling of the DateTimeOriginal metadata field enables command injection. ([kaspersky.com](https://www.kaspersky.com/blog/exiftool-macos-picture-vulnerability-mitigation-cve-2026-3102/55362/?utm_source=openai)) The exploitation of this vulnerability underscores the risks associated with processing untrusted files, especially in automated workflows. Given ExifTool's widespread use in various applications, including digital asset management and forensic analysis, the potential for widespread impact is significant. Organizations are urged to update to ExifTool version 13.50 or later to mitigate this risk. ([kaspersky.com](https://www.kaspersky.com/blog/exiftool-macos-picture-vulnerability-mitigation-cve-2026-3102/55362/?utm_source=openai))
2 months ago
Kill Chain
Ukrainian Authorities Uncover Major Infostealer Operation in 2026
In May 2026, Ukrainian cyberpolice, in collaboration with U.S. law enforcement, identified an 18-year-old from Odesa responsible for deploying infostealer malware between 2024 and 2025. This operation targeted users of a California-based online store, compromising 28,000 customer accounts. Of these, 5,800 accounts were exploited to make unauthorized purchases totaling approximately $721,000, resulting in direct losses of $250,000, including chargebacks. The suspect managed the infrastructure for processing and selling stolen session data, which allowed access to victim accounts without credentials, potentially bypassing multi-factor authentication. This incident underscores the escalating threat posed by infostealer malware, which has become increasingly sophisticated and prevalent. Recent reports indicate a surge in such attacks, with infostealers being used to steal billions of credentials annually, facilitating further cybercrimes like ransomware and supply chain attacks. Organizations must enhance their cybersecurity measures to mitigate these evolving threats.
2 months ago
Kill Chain
Critical Windows Zero-Day Vulnerabilities Uncovered: 'YellowKey' and 'GreenPlasma'
In May 2026, a security researcher known as 'Nightmare Eclipse' disclosed multiple zero-day vulnerabilities affecting Windows systems, including 'YellowKey' and 'GreenPlasma'. 'YellowKey' allows attackers with physical access to bypass BitLocker encryption using a USB device, while 'GreenPlasma' enables local privilege escalation to SYSTEM level by exploiting the Windows CTFMON input service. These vulnerabilities expose critical weaknesses in Windows security mechanisms, potentially leading to unauthorized data access and system control. The rapid disclosure of these zero-days, some of which are actively exploited, underscores the urgency for organizations to implement robust security measures beyond patching, such as enforcing physical security controls, applying the principle of least privilege, and enhancing monitoring for anomalous activities.
2 months ago
Kill Chain
Verizon DBIR 2026 Highlights AI-Driven Surge in Vulnerability Exploitation
In 2026, Verizon's Data Breach Investigations Report (DBIR) revealed a significant shift in cyberattack vectors, with vulnerability exploitation accounting for 31% of breaches, surpassing stolen credentials for the first time. This surge is attributed to threat actors leveraging artificial intelligence (AI) to rapidly identify and exploit software flaws, reducing the window for defense from months to mere hours. ([verizon.com](https://www.verizon.com/about/news/breach-industry-wide-dbir-finds?utm_source=openai)) The report also highlights a concerning decline in vulnerability remediation, with only 26% of critical vulnerabilities in CISA's Known Exploited Vulnerabilities catalog fully addressed in 2025, down from 38% the previous year. This trend underscores the urgent need for organizations to enhance their patch management processes and adopt proactive security measures to mitigate the evolving threat landscape. ([cyberscoop.com](https://cyberscoop.com/verizon-data-breach-investigations-report-2026/?utm_source=openai))
2 months ago
Kill Chain
Critical Vulnerability in Universal Robots' PolyScope 5: CVE-2026-8153
In May 2026, a critical command injection vulnerability (CVE-2026-8153) was discovered in the Dashboard Server interface of Universal Robots' PolyScope 5 software. This flaw allowed unauthenticated attackers with network access to execute arbitrary commands on the robot's operating system, potentially leading to full system compromise. Universal Robots promptly addressed the issue by releasing version 5.25.1, which patches the vulnerability. Organizations utilizing affected versions are strongly advised to update immediately to mitigate potential risks. This incident underscores the growing cybersecurity challenges in operational technology (OT) environments, particularly as industrial systems become more interconnected. The exploitation of such vulnerabilities can lead to significant operational disruptions and safety hazards, highlighting the need for robust security measures and timely software updates in critical infrastructure.
2 months ago
Kill Chain
Grafana Labs GitHub Breach: A Wake-Up Call for Supply Chain Security
In May 2026, Grafana Labs experienced a security breach when attackers exploited a stolen GitHub token to access and download the company's codebase. The breach was detected on May 11, 2026, and the attackers subsequently issued a ransom demand, threatening to release the stolen code. Grafana Labs refused to pay the ransom, emphasizing that no customer data or production systems were compromised. The company has since revoked the compromised credentials and implemented additional security measures to prevent future incidents. This incident underscores the growing threat of supply chain attacks targeting development environments. Organizations are increasingly vulnerable to such breaches, highlighting the need for robust security practices, including regular credential audits and enhanced monitoring of CI/CD pipelines.
2 months ago
Kill Chain
Critical Vulnerability in ZKTeco CCTV Cameras: CVE-2026-8598
In May 2026, a critical vulnerability (CVE-2026-8598) was identified in ZKTeco CCTV cameras, specifically affecting the SSC335-GC2063-Face-0b77 model with firmware versions prior to V5.0.1.2.20260421. This flaw involved an undocumented configuration export port that lacked authentication, potentially exposing sensitive information such as camera account credentials and open services. Exploitation of this vulnerability could lead to unauthorized access and control over the affected devices. This incident underscores the importance of securing physical security devices, as they can serve as entry points for broader network compromises. Organizations are urged to promptly update their firmware to the latest version and implement robust network segmentation to mitigate such risks.
2 months ago
Kill Chain
Microsoft Releases Mitigation for YellowKey BitLocker Bypass CVE-2026-45585 Exploit
In May 2026, a security researcher known as Nightmare-Eclipse publicly disclosed a vulnerability named 'YellowKey' (CVE-2026-45585) affecting Windows 11 and Windows Server 2025. This flaw allows attackers with physical access to bypass BitLocker encryption by exploiting the Windows Recovery Environment (WinRE), thereby gaining unauthorized access to encrypted data. The exploit involves placing specially crafted 'FsTx' files on a USB drive, booting into WinRE, and triggering an unrestricted shell with full access to the encrypted volume. The public disclosure of YellowKey highlights the ongoing risks associated with physical access attacks and underscores the importance of robust security measures beyond software-based protections. Organizations must reassess their physical security protocols and implement additional safeguards, such as requiring a PIN at startup, to mitigate such vulnerabilities.
2 months ago
Kill Chain
Axios npm Package Compromise: A 2026 Supply Chain Attack
In late March 2026, attackers compromised the npm account of a lead maintainer of Axios, a widely-used JavaScript HTTP client library. They published two malicious versions, `axios@1.14.1` and `axios@0.30.4`, which included a trojanized dependency named `plain-crypto-js`. This dependency executed a `postinstall` script that downloaded and installed a cross-platform Remote Access Trojan (RAT) targeting macOS, Windows, and Linux systems. The malicious packages were available for approximately three hours before being removed by npm. ([tomshardware.com](https://www.tomshardware.com/tech-industry/cyber-security/axios-npm-package-compromised-in-supply-chain-attack-that-deployed-a-cross-platform-rat?utm_source=openai)) This incident underscores the growing threat of supply chain attacks targeting open-source software repositories. The rapid deployment and removal of the malicious packages highlight the need for vigilant monitoring and swift response mechanisms within the software development community.
2 months ago
Kill Chain
Typosquatting Supply Chain Attack 2026: A New Era of Cyber Threats
In December 2025, attackers exploited typosquatting techniques to embed AI-generated lookalike domains within legitimate third-party scripts running on web properties. This method allowed malicious code to execute in users' browsers without requiring mistyped URLs or server breaches, leading to significant data exfiltration and financial losses. The Trust Wallet incident exemplifies this trend, where a trojanized Chrome extension resulted in the theft of $8.5 million from 2,500 wallets within 48 hours. This incident underscores a critical shift in cyber threats, highlighting the vulnerability of supply chains to typosquatting attacks. The rapid generation of convincing domain variants by AI tools has outpaced traditional security measures, necessitating enhanced detection capabilities and vigilance in monitoring third-party scripts.
2 months ago
Kill Chain
ScadaBR 1.2.0 Vulnerabilities: A Wake-Up Call for SCADA Security
In May 2026, multiple critical vulnerabilities were identified in ScadaBR version 1.2.0, an open-source SCADA platform widely used in critical infrastructure sectors. These vulnerabilities include missing authentication for critical functions (CVE-2026-8602), OS command injection (CVE-2026-8603), cross-site request forgery (CVE-2026-8604), and the use of hard-coded credentials (CVE-2026-8605). Exploitation of these flaws could allow unauthenticated attackers to execute arbitrary code, manipulate sensor readings, and gain administrative access to the system, posing significant risks to operational technology environments. ([windowsforum.com](https://windowsforum.com/threads/cisa-warns-scadabr-1-2-0-flaws-enable-unauthenticated-rce-protect-ot-exposure.418951/post-978793?utm_source=openai)) The discovery of these vulnerabilities underscores the ongoing challenges in securing SCADA systems, especially those exposed to the internet or integrated with IT networks. Organizations must reassess their security postures, implement robust access controls, and ensure timely updates to mitigate such risks.
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.
