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 4705 to 4716 of 5948
Google Issues Urgent Patch for 107 Android Vulnerabilities, Two Actively Exploited Zero-Days
In December 2025, Google released a significant Android security update that addressed 107 vulnerabilities, including two zero-day flaws (CVE-2025-48633 and CVE-2025-48572) already being actively exploited in the wild. These high-severity issues in the Android framework allowed threat actors to access sensitive information and escalate privileges, posing a substantial threat to user data and device functionality. The update also remedied several critical vulnerabilities impacting the kernel, system, and multiple vendor components such as MediaTek, Unisoc, and Qualcomm. This incident highlights the intricate security landscape of mobile operating systems and the evolving tactics of cyber adversaries in exploiting vendor fragmentation and delayed patch cycles. The breadth and urgency of this patch reflects growing concerns around mobile platform vulnerabilities, especially as targeted exploitation of zero-days intensifies. With attackers rapidly leveraging gaps before they’re widely recognized or patched, organizations face increased pressure to maintain real-time vulnerability management and swift patch deployment to minimize exposure.
8 months ago
Kill Chain
Authorities Dismantle Cryptomixer: $28 Million in Bitcoin Seized Amid Europol-Led Takedown
In June 2024, European authorities executed a coordinated operation to dismantle Cryptomixer, a cryptocurrency mixing service reportedly used to launder over $1.5 billion for global cybercriminals. Operation Olympia involved Europol, Eurojust, and law enforcement agencies from Germany and Switzerland, resulting in the seizure of nearly $28 million in Bitcoin, three physical servers, the cryptomixer.io domain, and over 12 terabytes of data. Cryptomixer functioned as an anonymizing layer for a multitude of cybercrimes, including ransomware, payment card fraud, and trafficking in illicit goods, allowing threat actors to evade detection and launder stolen assets. This takedown demonstrates mounting regulatory and law enforcement pressure on cryptocurrency-based money laundering infrastructure. The case highlights a shift among advanced threat groups—such as the North Korean Lazarus Group—from prioritizing anonymity to speed and automation in financial cybercrime operations, reflecting evolving cybercriminal tactics and the urgent need for robust digital asset tracking controls.
8 months ago
Kill Chain
Law Enforcement Dismantles Cryptomixer: Major Blow to Crypto Laundering Networks
In June 2024, a coordinated operation between Swiss and German law enforcement agencies led to the shutdown of the Cryptomixer cryptocurrency-mixing service. Since its inception in 2016, Cryptomixer is believed to have laundered over €1.3 billion in Bitcoin, providing cybercriminals with tools to obfuscate illicit financial flows from ransomware, scams, and darknet market activities. The takedown included seizure of digital infrastructure and assets, disrupting one of the major cryptocurrency laundering platforms that aided threat actors operating globally. This collaborative international action highlights increased efforts by authorities to clamp down on crypto-enabled cybercrime. The incident reflects the growing focus on digital financial transparency and signals greater scrutiny of services aiding threat actors in anonymizing transactions.
8 months ago
Kill Chain
ShadyPanda: 4.3 Million Impacted in Massive Malicious Browser Extension Attack (2024)
In early 2024, the ShadyPanda campaign targeted users of Chrome and Edge browsers by distributing over 4.3 million malicious extensions disguised as legitimate utilities. Attackers leveraged browser extension supply chains—often through fraudulent developer accounts and aggressive social engineering—to gain access to users’ browsing data, credentials, and sensitive online activity. The malware evolved over time, adapting to evade security controls and harnessing sophisticated capabilities to extract data, redirect web sessions, and facilitate persistent surveillance, affecting millions globally and highlighting gaps in browser marketplace vetting. This incident exemplifies a rapid escalation in supply-chain attacks focusing on widely used platforms like web browsers. The surge in malicious browser extension campaigns underscores the increasing sophistication of threat actors and the urgent need for organizations and individuals to be vigilant about third-party software, browser hygiene, and visibility into user-installed code.
8 months ago
Kill Chain
Coupang Data Breach 2024: 33 Million Customers Exposed in Massive Retail Incident
In early 2024, Coupang, South Korea's largest online retailer, reported a significant data breach affecting approximately 33.7 million customers. The incident involved unauthorized access to personal information, potentially including customer names, phone numbers, addresses, and partial payment details. Coupang disclosed the breach after detecting unusual access patterns and subsequently notified both customers and regulatory authorities. Initial investigations suggest attackers exploited vulnerabilities in Coupang's data management or access controls, raising concerns over the safeguarding of sensitive information in large-scale e-commerce environments. This breach is especially notable due to the unprecedented scale within the South Korean retail industry and highlights a broader trend of cybercriminals targeting high-profile, data-rich organizations. With customer trust and regulatory scrutiny at stake, organizations globally are urged to reassess their data security and compliance strategies.
8 months ago
Kill Chain
Glassworm Malware Returns: Third Wave Targets VS Code with Supply-Chain Attack (2024)
In early 2024, a new wave of the Glassworm malware campaign was discovered infiltrating the Microsoft Visual Studio Code and OpenVSX marketplaces with 24 malicious packages. These supply-chain attacks targeted software developers by masquerading as legitimate extensions, but upon installation delivered trojans capable of stealing sensitive files, authentication tokens, and establishing persistence for command-and-control activities. The campaign began in October 2023, with this third and most extensive wave compromising both trusted VS Code ecosystems and potentially impacting thousands who unknowingly downloaded tainted packages. The threat actors have not been formally attributed but demonstrated sophisticated understanding of both developer environments and software supply chains. This incident is a striking example of the increasing shift toward attacking upstream dependencies, leveraging trusted developer tools to gain footholds deeper in organizations. With open-source and third-party marketplaces under continuous attack, businesses face growing pressure to implement better package vetting and monitoring along with zero-trust segmentation and detection capabilities.
8 months ago
Kill Chain
Tomiris Leverages Public-Service Implants for Stealthy Government Attacks
In late 2025, the state-sponsored threat actor Tomiris escalated its attacks against government entities and intergovernmental organizations, primarily in Russia and neighboring regions. The group notably shifted its tactics by deploying custom remote access implants that leveraged public cloud services, such as Telegram and Discord, as command-and-control (C2) channels. This allowed Tomiris to disguise their network traffic among legitimate service use, evading conventional perimeter defenses and security controls. The compromise enabled attackers to maintain persistent access, deploy additional payloads, and potentially exfiltrate sensitive diplomatic and policy data. This incident is significant due to its demonstration of the evolving sophistication in APT tactics: the use of ubiquitous public platforms for C2, making detection and attribution harder. It also highlights the urgency for zero trust architectures, enhanced traffic monitoring, and cloud-centric security controls as industries face an increase in nation-state and intelligence-motivated threats.
8 months ago
Kill Chain
Albiriox MaaS Android Malware: On-Device Fraud Spreads Across 400+ Financial Apps
In late 2025, a new Android malware strain dubbed Albiriox emerged on underground forums as a malware-as-a-service (MaaS) solution. Distributed primarily through phishing and malicious downloads, Albiriox targets over 400 financial, fintech, and cryptocurrency applications to enable on-device fraud and real-time manipulation of compromised devices. The malware supports screen control, credential theft, interception of two-factor authentication, and covert interaction, enabling attackers to bypass traditional defenses and commit large-scale financial fraud via victim phones. The impact has been significant, with financial institutions and consumers reporting substantial losses and operational disruptions, as attackers exploit compromised user devices for unauthorized transactions. This incident underscores the growing sophistication and accessibility of mobile malware platforms offered as a service by cybercriminals. The rise of on-device fraud capabilities—especially those circumventing multi-factor authentication and real-time security controls—demands renewed vigilance, continuous threat monitoring, and integrated security measures from organizations in the financial sector.
8 months ago
Kill Chain
SmartTube Android TV App Breached via Supply Chain: Malicious Update Hits Users
In April 2024, the widely used open-source SmartTube YouTube client for Android TV suffered a significant supply chain attack when a malicious actor obtained the developer's signing keys. This access enabled the attacker to publish a trojanized version of the app as a seemingly legitimate update, which was downloaded by users through both official and unofficial channels. The compromise jeopardized user devices as the malicious update could facilitate data theft and other unauthorized activities, threatening the integrity of the SmartTube ecosystem and user trust in third-party app marketplaces. This breach exemplifies the increasing risk of supply chain attacks targeting open-source software and underscores the ongoing challenges around secure code signing and software distribution. As organizations and individuals increasingly depend on third-party applications, the incident highlights the urgent need for stronger controls and detection capabilities to protect software supply chains.
8 months ago
Kill Chain
Multi-Vector Breach: npm Worm, Firefox RCE, and M365 Email Raids Rock 2025
In December 2025, a coordinated multi-vector cyberattack was observed targeting organizations through the exploitation of critical zero-day vulnerabilities (CVEs), a resurgence of the npm InfoStealer Worm, a remote code execution flaw in Mozilla Firefox, and widespread credential compromise leading to Microsoft 365 email account takeovers. Attackers leveraged a blend of social engineering, poisoned open-source packages, and malicious links to infiltrate developer environments, gain access to corporate cloud accounts, and spread laterally via trusted supply chains. Impacted organizations faced the risk of sensitive data exfiltration, widespread internal compromise, and disruption of core IT services across software development and communications. This incident underscores the growing sophistication and scale of modern attack campaigns that blend supply chain, RCE, SaaS compromise, and worm tactics. The convergence of these vectors highlights the urgent need for zero trust segmentation, continuous threat detection, and cloud-specific defenses as attackers increasingly target developer and business collaboration tools.
8 months ago
Kill Chain
ShadyPanda: The 2024 Browser Extension Supply Chain Breach Impacting 4.3 Million Installs
In mid-2024, the threat actor group ShadyPanda executed a sophisticated supply chain attack by compromising five popular browser extensions, which had previously been legitimate and widely trusted. These extensions, with a cumulative total of over 4.3 million installs, were maliciously updated to include spyware functionality, enabling covert surveillance and data exfiltration from unsuspecting users. The malicious modifications went undetected for several months, enabling the attackers to harvest browser data, credentials, and potentially sensitive user files, impacting organizations and individuals globally before the extensions were finally removed following a report by Koi Security. This incident highlights the increasing trend of supply chain compromise via browser extension ecosystems, which often lack sufficient vetting and monitoring. The attack underscores growing regulatory and operational pressure to secure third-party components and software supply chains, especially as similar tactics proliferate across widely adopted digital platforms.
8 months ago
Kill Chain
Shai-hulud: npm Supply Chain Attack Hits Cloud Ecosystem
In early 2024, security researchers uncovered a major supply chain attack involving a new variant of the Shai-hulud malware worm, which propagated through poisoned npm packages targeting cloud-based development environments. The malware autonomously infiltrated thousands of systems, harvesting credentials and secrets from cloud infrastructure providers including AWS, Google Cloud Platform, and Azure. Attackers achieved persistence and lateral movement by exploiting weaknesses in east-west traffic controls, leveraging the npm ecosystem’s trust to escalate impact across enterprise CI/CD pipelines and critical workloads. The breach resulted in significant operational risks, requiring emergency remediation from affected organizations and cloud providers. This incident highlights the evolving sophistication of supply chain threats, especially in cloud-native environments where development speed often outpaces traditional security controls. Attackers are increasingly abusing open-source package repositories for automated, scalable attacks—raising concerns for both cloud security and compliance teams.
8 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.

