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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 2941 to 2952 of 5196
AI-Assisted Cyber Attack Compromises 600+ FortiGate Devices in 2026
Between January 11 and February 18, 2026, a Russian-speaking, financially motivated threat actor exploited exposed management ports and weak credentials to compromise over 600 FortiGate devices across 55 countries. Utilizing commercial generative AI tools, the attacker automated scanning for vulnerable devices and executed authentication attempts, leading to unauthorized access and potential data exfiltration. This incident underscores the growing trend of cybercriminals leveraging AI to scale operations, enabling even low-skilled actors to conduct widespread attacks. Organizations must prioritize securing management interfaces, enforcing strong authentication mechanisms, and monitoring for unauthorized access to mitigate such threats.
5 months ago
Kill Chain
Starkiller Phishing Kit: A New Era of MFA Bypass Attacks
In February 2026, cybersecurity researchers uncovered 'Starkiller,' a sophisticated phishing-as-a-service platform developed by the cybercrime group Jinkusu. Unlike traditional phishing kits that use static replicas of login pages, Starkiller employs a headless Chrome browser within a Docker container to proxy live login pages of targeted brands such as Microsoft, Google, and Apple. This method allows attackers to capture user credentials, including multi-factor authentication (MFA) codes, in real-time by acting as a man-in-the-middle between the victim and the legitimate site. The platform offers features like keylogging, session token theft, geo-tracking, and real-time session monitoring, all accessible through an intuitive dashboard that lowers the technical barrier for cybercriminals. ([krebsonsecurity.com](https://krebsonsecurity.com/2026/02/starkiller-phishing-service-proxies-real-login-pages-mfa/?utm_source=openai)) The emergence of Starkiller signifies a significant escalation in phishing tactics, reflecting a broader trend toward commoditized, enterprise-style cybercrime tooling. Its ability to bypass MFA protections and its user-friendly interface make it a potent tool for attackers, necessitating a shift in defensive strategies toward behavioral detection and identity-aware analysis to effectively counter such advanced threats. ([darkreading.com](https://www.darkreading.com/threat-intelligence/starkiller-phishing-kit-mfa?utm_source=openai))
5 months ago
Kill Chain
React2Shell Exploitation 2025: A Wake-Up Call for Web Security
In December 2025, a critical vulnerability known as React2Shell (CVE-2025-55182) was disclosed in React Server Components, affecting versions 19.0 through 19.2.0. This flaw allowed unauthenticated remote code execution via crafted HTTP requests. Within hours of disclosure, state-sponsored threat actors, including Chinese groups Earth Lamia and Jackpot Panda, as well as North Korean operatives, began exploiting the vulnerability to deploy malware, establish persistent backdoors, and conduct cyber-espionage activities. The widespread use of React in web applications amplified the impact, leading to numerous system compromises across various sectors. ([aws.amazon.com](https://aws.amazon.com/blogs/security/china-nexus-cyber-threat-groups-rapidly-exploit-react2shell-vulnerability-cve-2025-55182/?utm_source=openai)) The rapid exploitation of React2Shell underscores the increasing speed at which threat actors weaponize newly disclosed vulnerabilities. Organizations are urged to prioritize timely patching and enhance monitoring to mitigate risks associated with such critical flaws.
5 months ago
Kill Chain
AI-Powered Cyberattack Compromises Hundreds of FortiGate Devices Globally
Between January 11 and February 18, 2026, a Russian-speaking, financially motivated threat actor leveraged commercial generative AI services to compromise over 600 FortiGate devices across more than 55 countries. The attackers exploited exposed management ports and weak, single-factor authentication credentials, without utilizing any known FortiGate vulnerabilities. This campaign enabled the threat actor to extract full device configurations, including credentials and network topology information, facilitating further post-exploitation activities such as Active Directory compromise and credential harvesting. ([aws.amazon.com](https://aws.amazon.com/blogs/security/ai-augmented-threat-actor-accesses-fortigate-devices-at-scale/?utm_source=openai)) This incident underscores the evolving threat landscape where AI tools lower the technical barrier for cybercriminals, allowing even those with limited skills to execute large-scale attacks. Organizations must prioritize fundamental security measures, including securing management interfaces, enforcing strong authentication protocols, and maintaining vigilant monitoring to detect and respond to such AI-augmented threats.
5 months ago
Kill Chain
Roundcube 2025 Remote Code Execution Vulnerability
In June 2025, a critical vulnerability (CVE-2025-49113) was identified in Roundcube Webmail versions prior to 1.5.10 and 1.6.11. This flaw allowed authenticated users to execute arbitrary code on the server due to improper validation of the '_from' parameter in the 'upload.php' script, leading to PHP object deserialization. Exploitation of this vulnerability could result in complete server compromise, unauthorized access to sensitive email data, and potential lateral movement within the network. ([feedly.com](https://feedly.com/cve/CVE-2025-49113?utm_source=openai)) The discovery of this vulnerability underscores the importance of rigorous input validation and prompt patch management. Organizations using affected versions of Roundcube Webmail are urged to upgrade to the latest versions to mitigate potential exploitation risks.
5 months ago
Kill Chain
Sophisticated Phishing Attacks Target Japanese Companies in 2026
In February 2026, a series of sophisticated phishing campaigns targeted Japanese-speaking individuals by impersonating reputable companies such as ANA, DHL, and myTOKYOGAS. These emails, originating from domains with a .cn top-level domain, utilized the Foxmail email client and directed recipients to counterfeit login pages designed to harvest sensitive credentials. The consistent use of the Foxmail client and .cn domains suggests coordination by a single threat actor. This incident underscores the evolving tactics of cybercriminals in crafting culturally and linguistically tailored phishing schemes to deceive users and compromise personal information. The prevalence of such targeted attacks highlights the necessity for enhanced vigilance and robust email filtering mechanisms to protect against credential theft and potential financial loss.
5 months ago
Kill Chain
FBI Reports Surge in ATM Jackpotting Attacks in 2025
In 2025, the FBI reported a significant surge in ATM 'jackpotting' attacks across the United States, with over 700 incidents leading to more than $20 million in losses. These attacks involve cybercriminals exploiting physical and software vulnerabilities in ATMs to deploy malware, such as Ploutus, which forces machines to dispense cash without legitimate transactions. Attackers often gain access using generic keys to open ATM panels, then install malware that manipulates the ATM's operating system to execute unauthorized cash withdrawals. ([techcrunch.com](https://techcrunch.com/2026/02/19/fbi-says-atm-jackpotting-attacks-are-on-the-rise-and-netting-hackers-millions-in-stolen-cash/?utm_source=openai)) This trend underscores the evolving tactics of cybercriminals who blend physical intrusion with sophisticated malware to exploit financial systems. The rise in such attacks highlights the urgent need for financial institutions to enhance ATM security measures, including updating software, implementing robust physical security protocols, and educating staff on emerging threats to prevent substantial financial losses and maintain customer trust.
5 months ago
Kill Chain
North Korean IT Workers Exploit Remote Work to Infiltrate U.S. Companies in 2025
In 2025, U.S. authorities uncovered a sophisticated scheme where North Korean IT workers, using stolen or fabricated identities, secured remote positions within over 300 U.S. companies. These operatives, often based in China and Russia, infiltrated organizations by posing as legitimate American employees, thereby accessing sensitive corporate data and systems. The illicit earnings, estimated at over $88 million, were funneled back to North Korea to support its weapons programs. ([forbes.com](https://www.forbes.com/sites/alonzomartinez/2025/04/25/north-korean-hackers-pose-as-remote-workers-to-infiltrate-us-firms/?utm_source=openai)) This incident underscores the escalating threat of nation-state actors exploiting remote work vulnerabilities to bypass traditional security measures. The use of advanced tactics, including AI-generated profiles and deepfake technologies, highlights the need for enhanced identity verification processes and continuous monitoring of remote access points to safeguard organizational assets. ([fortune.com](https://fortune.com/2025/08/04/north-korean-it-worker-infiltrations-exploded/?utm_source=openai))
5 months ago
Kill Chain
UMMC Ransomware Attack Disrupts Healthcare Services in Mississippi
In February 2026, the University of Mississippi Medical Center (UMMC) experienced a significant ransomware attack that led to the closure of all its clinics statewide and the cancellation of elective procedures. The cyberattack compromised multiple IT systems, including the Epic electronic medical records platform, necessitating the implementation of downtime procedures to maintain patient care. Emergency services remained operational, but the disruption affected numerous outpatient services and appointments. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/university-of-mississippi-medical-center-closes-clinics-after-ransomware-attack/?utm_source=openai)) This incident underscores the escalating threat of ransomware attacks targeting healthcare institutions, highlighting the critical need for robust cybersecurity measures to protect sensitive patient data and ensure the continuity of medical services.
5 months ago
Kill Chain
PayPal's 2025 Data Breach: A Cautionary Tale in Financial Data Security
In 2025, PayPal experienced a significant data breach due to a code change in its Working Capital application, which inadvertently exposed sensitive customer information, including Social Security numbers and dates of birth, for nearly six months. The breach was discovered on December 12, 2025, but had been active since July 1, 2025. Approximately 100 customers were affected by this incident. ([cybernews.com](https://cybernews.com/security/paypal-six-month-breach-ssn-working-capital-app/?utm_source=openai)) This incident underscores the critical importance of rigorous code review processes and robust access controls in financial applications. The prolonged exposure period highlights the necessity for continuous monitoring and rapid response mechanisms to detect and mitigate unauthorized access to sensitive data.
5 months ago
Kill Chain
Credential Theft Leads to Massive Data Breach at French Ministry of Finance
In late January 2026, the French Ministry of Finance reported a significant data breach involving unauthorized access to the national bank account registry, FICOBA. A threat actor exploited stolen credentials from a government official to access sensitive information on approximately 1.2 million bank accounts. The compromised data included bank account details (RIBs/IBANs), account holder identities, physical addresses, and, in some cases, taxpayer identification numbers. Upon detection, the Ministry promptly restricted the unauthorized access and initiated measures to notify affected individuals and financial institutions. This incident underscores the critical importance of robust access controls and credential management within governmental systems. The breach highlights the escalating risks associated with credential theft and the necessity for enhanced cybersecurity measures to protect sensitive financial data. Organizations are urged to reassess their security protocols to mitigate similar threats.
5 months ago
Kill Chain
Google Engineers Indicted for Trade Secret Theft to Iran
In February 2026, three Silicon Valley engineers—Samaneh Ghandali, her sister Soroor Ghandali, and her husband Mohammadjavad Khosravi—were indicted for allegedly stealing trade secrets from Google and other technology companies and transferring them to unauthorized locations, including Iran. The trio exploited their positions to access sensitive data related to processor security and cryptography, transferring hundreds of confidential files to personal devices and third-party platforms. Their actions were detected by Google's internal security systems in August 2023, leading to an internal investigation and subsequent legal action. This incident underscores the persistent threat of insider attacks in the tech industry, highlighting the need for robust internal security measures and vigilant monitoring to protect intellectual property. The case also reflects broader concerns about the exfiltration of sensitive technologies to foreign entities, emphasizing the importance of safeguarding national security interests in the face of evolving cyber 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.

