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 3697 to 3708 of 5958
Unveiling the Malicious JPEG Infostealer Campaign of February 2026
In February 2026, a sophisticated malware campaign was identified, leveraging steganographic techniques to embed malicious code within JPEG image files. Unsuspecting users were tricked into downloading these seemingly benign images, which, upon execution, initiated a multi-stage infection process. The primary payload was an infostealer designed to extract sensitive data, including browser credentials and system information, while maintaining communication with a command-and-control server. This method allowed attackers to exfiltrate data stealthily, minimizing detection by traditional security measures. This incident underscores the evolving tactics of cybercriminals, who are increasingly employing advanced obfuscation methods like steganography to bypass security defenses. The use of common file formats, such as JPEGs, as carriers for malware highlights the need for enhanced vigilance and the adoption of comprehensive security solutions capable of detecting such covert threats.
6 months ago
Kill Chain
Critical Vulnerabilities in Major Password Managers Expose Millions
In February 2026, researchers from ETH Zurich and Università della Svizzera italiana identified 25 critical vulnerabilities across three major password managers: Bitwarden, LastPass, and Dashlane. These flaws, affecting over 60 million users, were categorized into key escrow mechanisms, item-level vault encryption, sharing features, and backward compatibility issues. Exploiting these vulnerabilities could allow attackers to bypass zero-knowledge encryption claims, leading to unauthorized access and modification of users' stored passwords and vault data. ([cybersecuritynews.com](https://cybersecuritynews.com/password-managers-vulnerability/?utm_source=openai)) The study underscores the ongoing challenges in balancing security and user convenience in password management solutions. While the affected companies have begun implementing fixes, the incident highlights the necessity for continuous evaluation and enhancement of security protocols to protect sensitive user information.
6 months ago
Kill Chain
Arkanix Stealer: A Brief Yet Impactful AI-Assisted Malware Campaign
In late 2025, the Arkanix Stealer emerged as an AI-assisted information-stealing malware, promoted on dark web forums and distributed through Discord channels. The malware targeted Windows systems, employing advanced evasion techniques to bypass security controls. It harvested sensitive data, including browser credentials, cryptocurrency wallets, VPN accounts, and system metadata, which was then exfiltrated to attacker-controlled infrastructure. The operation was short-lived, with the author dismantling the control panel and Discord server within two months, suggesting a quick financial gain motive. This incident underscores the growing trend of cybercriminals leveraging AI to rapidly develop and deploy sophisticated malware, reducing development time and costs. The swift emergence and disappearance of such threats pose significant challenges for detection and mitigation, highlighting the need for continuous vigilance and adaptive security measures.
6 months ago
Kill Chain
AI-Powered Cyberattack Compromises 600 Fortinet Firewalls in 2026
Between January 11 and February 18, 2026, a Russian-speaking threat actor utilized generative AI services to compromise over 600 FortiGate firewalls across 55 countries. The attacker exploited exposed management interfaces and weak credentials lacking multi-factor authentication, without leveraging any known vulnerabilities. Once access was gained, AI-assisted tools were employed to automate reconnaissance, extract configurations, and facilitate lateral movement within the networks. This campaign underscores the evolving threat landscape where AI technologies are being harnessed to amplify the capabilities of less sophisticated attackers, enabling them to execute large-scale intrusions with increased efficiency. Organizations must prioritize fundamental security measures, including securing management interfaces, enforcing strong authentication protocols, and maintaining vigilant monitoring to mitigate such AI-augmented threats.
6 months ago
Kill Chain
CISA Highlights Critical Roundcube Vulnerabilities Amid Active Exploitation
In February 2026, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) added two critical vulnerabilities affecting Roundcube webmail software to its Known Exploited Vulnerabilities (KEV) catalog, citing active exploitation. The first, CVE-2025-49113, is a deserialization flaw allowing remote code execution by authenticated users due to improper validation of the '_from' parameter in 'upload.php'. The second, CVE-2025-68461, is a cross-site scripting vulnerability via the 'animate' tag in SVG documents. Both vulnerabilities have been exploited by threat actors, including nation-state groups like APT28 and Winter Vivern, to steal login credentials and spy on sensitive communications. ([thehackernews.com](https://thehackernews.com/2026/02/cisa-adds-two-actively-exploited.html?utm_source=openai)) The inclusion of these vulnerabilities in the KEV catalog underscores the persistent targeting of webmail platforms by sophisticated adversaries. Organizations using Roundcube are urged to apply the latest security patches promptly to mitigate potential risks. ([thehackernews.com](https://thehackernews.com/2026/02/cisa-adds-two-actively-exploited.html?utm_source=openai))
6 months ago
Kill Chain
Predator Spyware's Stealthy Bypass of iOS Recording Indicators
In February 2026, security researchers uncovered that Intellexa's Predator spyware can suppress iOS's camera and microphone recording indicators, allowing covert surveillance without user awareness. By injecting code into SpringBoard, the spyware intercepts sensor activity updates, preventing the green and orange dots from appearing when the camera or microphone is active. This technique requires prior full device compromise, including kernel-level access, and does not exploit new iOS vulnerabilities. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/predator-spyware-hooks-ios-springboard-to-hide-mic-camera-activity/?utm_source=openai)) This discovery highlights the evolving sophistication of commercial spyware and underscores the importance of maintaining up-to-date device security measures. Users should be aware that visual indicators alone may not reliably signal unauthorized access to device sensors, emphasizing the need for comprehensive security practices.
6 months ago
Kill Chain
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.
6 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))
6 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.
6 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.
6 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.
6 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.
6 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.
