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 2713 to 2724 of 5988
Firestarter Malware: A Persistent Threat to Cisco Firewalls in 2026
In April 2026, cybersecurity agencies in the U.S. and U.K. identified a persistent malware named Firestarter targeting Cisco Firepower and Secure Firewall devices running Adaptive Security Appliance (ASA) or Firepower Threat Defense (FTD) software. The threat actor, tracked as UAT-4356, exploited vulnerabilities CVE-2025-20333 and CVE-2025-20362 to gain initial access, deploying the Line Viper malware followed by Firestarter to maintain access even after patches were applied. Firestarter achieves persistence by integrating into the core Cisco ASA process, LINA, and survives reboots, firmware updates, and security patches. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/firestarter-malware-survives-cisco-firewall-updates-security-patches/?utm_source=openai)) This incident underscores the evolving sophistication of cyber threats targeting critical infrastructure. Organizations must prioritize timely patching, implement robust monitoring, and adopt comprehensive security measures to mitigate such persistent threats.
4 months ago
Kill Chain
BlackFile Extortion Group's Vishing Attacks on Retail and Hospitality
In February 2026, the BlackFile extortion group initiated a series of data theft and extortion attacks targeting retail and hospitality organizations. Employing voice phishing (vishing) tactics, they impersonated corporate IT helpdesk staff to deceive employees into divulging credentials. With these credentials, the attackers accessed systems like Salesforce and SharePoint, exfiltrated sensitive data, and demanded seven-figure ransoms. The group also engaged in swatting to pressure victims further. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/new-blackfile-extortion-gang-targets-retail-and-hospitality-orgs/?utm_source=openai)) This incident underscores the evolving sophistication of social engineering attacks, particularly vishing, in the retail and hospitality sectors. The BlackFile group's methods highlight the critical need for organizations to enhance their security awareness training and implement robust authentication measures to mitigate such threats.
4 months ago
Kill Chain
Zimbra CVE-2025-48700 XSS Vulnerability Exploitation in 2026
In April 2026, over 10,000 Zimbra Collaboration Suite (ZCS) servers were found vulnerable to active exploitation of a cross-site scripting (XSS) flaw, identified as CVE-2025-48700. This vulnerability allows unauthenticated attackers to execute arbitrary JavaScript within a user's session by sending crafted emails, potentially leading to unauthorized access to sensitive information. Despite patches released in June 2025, a significant number of servers remained unpatched, exposing organizations to ongoing attacks. The continued exploitation of CVE-2025-48700 underscores the critical importance of timely patch management and vigilance against XSS vulnerabilities. Organizations must prioritize updating their systems and implementing robust security measures to mitigate such risks.
4 months ago
Kill Chain
TGR-STA-1030's 2026 Cyber Espionage Surge in Central and South America
In early 2026, the state-aligned cyber espionage group TGR-STA-1030 intensified its operations, targeting government and critical infrastructure entities across Central and South America. Utilizing tactics such as phishing emails and exploiting known software vulnerabilities, the group infiltrated networks to exfiltrate sensitive data, including financial negotiations, contracts, and military operational updates. This campaign underscores the group's persistent and evolving threat to national security and key services in the region. The recent focus on Central and South America highlights a strategic shift in TGR-STA-1030's operations, emphasizing the need for heightened vigilance and robust cybersecurity measures among governmental and critical infrastructure organizations in these regions.
4 months ago
Kill Chain
In-Depth Analysis of the 2026 Axios npm Supply Chain Attack
In March 2026, attackers compromised the npm account of a lead maintainer of Axios, a widely-used JavaScript HTTP client library with over 100 million weekly downloads. They released two malicious versions of the package—axios@1.14.1 and axios@0.30.4—which included a trojan-laden dependency named 'plain-crypto-js'. This rogue package executed a post-installation script that downloaded and installed a cross-platform Remote Access Trojan (RAT) targeting macOS, Windows, and Linux systems. The malware connected to a command-and-control server, deployed system-specific payloads, and erased its tracks to evade detection. The malicious versions were available for approximately two to three hours before being removed from the npm registry. ([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 escalating threat of supply chain attacks within the open-source ecosystem. The rapid deployment and widespread use of compromised packages highlight the need for enhanced security measures in software development pipelines. Organizations are urged to implement stringent access controls, conduct regular audits of dependencies, and monitor for unusual activity to mitigate the risks associated with such attacks.
4 months ago
Kill Chain
Change Healthcare Ransomware Attack 2024: Lessons in Cybersecurity
In February 2024, Change Healthcare, a subsidiary of UnitedHealth Group, suffered a significant ransomware attack that disrupted billing systems and insurance claims processing across the U.S. healthcare sector. The attackers exploited a server lacking multifactor authentication, leading to the theft of sensitive medical records affecting approximately 190 million individuals. The breach resulted in widespread operational disruptions, including delays in prescription services and financial strain on healthcare providers. ([techcrunch.com](https://techcrunch.com/2024/08/17/how-the-ransomware-attack-at-change-healthcare-went-down-a-timeline/?utm_source=openai)) This incident underscores the critical importance of robust cybersecurity measures in the healthcare industry, especially as ransomware attacks targeting sensitive medical data continue to rise. Organizations must reassess their security protocols to prevent similar breaches and protect patient information.
4 months ago
Kill Chain
Critical Vulnerability in Carlson VASCO-B GNSS Receiver (CVE-2026-3893)
In April 2026, a critical vulnerability (CVE-2026-3893) was identified in Carlson Software's VASCO-B GNSS Receiver versions prior to 1.4.0. This flaw, due to missing authentication mechanisms, allows remote attackers to alter system configurations and disrupt device operations without requiring credentials. The vulnerability has a CVSS score of 9.4, indicating its severity, and primarily affects the Critical Manufacturing sector globally. ([socdefenders.ai](https://www.socdefenders.ai/item/3f9fa938-de90-494a-99b5-bc0ba05499a8?utm_source=openai)) The incident underscores the importance of securing GNSS receivers, which are integral to infrastructure operations. Organizations are advised to update to version 1.4.0 or later, minimize network exposure of control systems, implement firewalls, and use secure remote access methods like VPNs to mitigate potential risks. ([socdefenders.ai](https://www.socdefenders.ai/item/3f9fa938-de90-494a-99b5-bc0ba05499a8?utm_source=openai))
4 months ago
Kill Chain
CISA Adds Four New Vulnerabilities to Known Exploited Vulnerabilities Catalog
On April 24, 2026, the Cybersecurity and Infrastructure Security Agency (CISA) added four new vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog, indicating active exploitation in the wild. The vulnerabilities include CVE-2024-7399 (Samsung MagicINFO 9 Server Path Traversal), CVE-2024-57726 (SimpleHelp Missing Authorization), CVE-2024-57728 (SimpleHelp Path Traversal), and CVE-2025-29635 (D-Link DIR-823X Command Injection). These vulnerabilities are commonly targeted by malicious actors and pose significant risks to federal enterprises. The inclusion of these vulnerabilities in the KEV Catalog underscores the ongoing threat posed by unpatched software. Organizations are urged to prioritize remediation efforts to mitigate potential exploitation and protect their networks from active threats.
4 months ago
Kill Chain
CISA Adds 4 Exploited Flaws to KEV Catalog, Sets May 2026 Deadline
In April 2026, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) added four vulnerabilities affecting SimpleHelp, Samsung MagicINFO 9 Server, and D-Link DIR-823X series routers to its Known Exploited Vulnerabilities (KEV) catalog, citing evidence of active exploitation. These vulnerabilities include CVE-2024-57726, a missing authorization flaw in SimpleHelp allowing privilege escalation; CVE-2024-57728, a path traversal issue in SimpleHelp enabling arbitrary file uploads; CVE-2024-7399, a path traversal vulnerability in Samsung MagicINFO 9 Server permitting arbitrary file writes; and CVE-2025-29635, a command injection flaw in D-Link DIR-823X routers allowing remote command execution. Federal agencies are mandated to address these vulnerabilities by May 8, 2026. The inclusion of these vulnerabilities in the KEV catalog underscores the persistent threat posed by unpatched software in critical infrastructure. Organizations are urged to prioritize remediation efforts to mitigate potential exploitation, especially as some of these vulnerabilities have been linked to ransomware campaigns and botnet deployments in the past.
4 months ago
Kill Chain
Unveiling 'fast16': The Pre-Stuxnet Malware Targeting Engineering Software
In April 2026, SentinelOne researchers uncovered 'fast16,' a previously undocumented Lua-based malware framework dating back to 2005. This sophisticated tool targeted high-precision engineering and physics simulation software, subtly altering calculations to introduce systematic errors. Unlike typical malware of its era, fast16 was engineered for strategic sabotage, potentially undermining scientific research and engineering projects without immediate detection. The discovery of fast16 highlights the advanced capabilities of state-sponsored cyber operations predating known incidents like Stuxnet. It underscores the long-standing use of cyber tools for covert sabotage, emphasizing the need for vigilance in protecting critical infrastructure and sensitive research from such sophisticated threats.
4 months ago
Kill Chain
CISA Adds CVE-2026-39987: Marimo RCE Vulnerability
In April 2026, the Cybersecurity and Infrastructure Security Agency (CISA) added CVE-2026-39987 to its Known Exploited Vulnerabilities (KEV) Catalog, highlighting active exploitation of a critical remote code execution vulnerability in Marimo, a reactive Python notebook application. This flaw, present in versions prior to 0.23.0, allows unauthenticated attackers to gain full pseudo-terminal shell access via the /terminal/ws WebSocket endpoint, enabling arbitrary command execution on the host system. The vulnerability arises from the endpoint's failure to enforce authentication, unlike other WebSocket endpoints in the application. Marimo has addressed this issue in version 0.23.0 by implementing proper authentication checks. Organizations using affected versions are urged to update immediately to mitigate potential risks. ([securityvulnerability.io](https://securityvulnerability.io/vulnerability/CVE-2026-39987?utm_source=openai)) The inclusion of CVE-2026-39987 in CISA's KEV Catalog underscores the ongoing threat posed by unpatched vulnerabilities in widely used development tools. This incident highlights the critical need for organizations to maintain up-to-date software and implement robust security measures to protect against unauthorized access and potential data breaches.
4 months ago
Kill Chain
Critical Vulnerability in Xiongmai XM530 IP Cameras: CVE-2025-65856
In December 2025, a critical authentication bypass vulnerability, identified as CVE-2025-65856, was discovered in Xiongmai XM530 IP cameras running Firmware V5.00.R02.000807D8.10010.346624.S.ONVIF 21.06. This flaw allows unauthenticated remote attackers to access sensitive device information and live video streams by exploiting the ONVIF implementation, which fails to enforce authentication on 31 critical endpoints. The vulnerability poses significant privacy and security risks to organizations and individuals relying on these surveillance devices. The public release of proof-of-concept exploit code in April 2026 has heightened the urgency for remediation. Despite the severity of the issue, the manufacturer has yet to provide a patch, leaving thousands of devices worldwide vulnerable to potential exploitation.
4 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.
