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 157 to 168 of 5916
StyleSmuggler Attack: How CVE-2026-75650 Exposes Critical E-Commerce Security Gaps
In September 2026, Adobe disclosed CVE-2026-75650, dubbed 'StyleSmuggler,' a critical remote code execution vulnerability affecting Adobe Commerce, Adobe Commerce B2B, and Magento Open Source platforms. The vulnerability, scoring a maximum CVSS of 10.0, allows unauthenticated attackers to inject PHP code through Magento's email template engine and execute arbitrary commands by triggering payment failure reminder emails. Active exploitation began on September 4, 2026, with threat actors deploying Rust-based Linux backdoors and PHP web shells on compromised e-commerce storefronts worldwide. CISA added the vulnerability to its Known Exploited Vulnerabilities catalog within 24 hours of disclosure, emphasizing the severity and widespread targeting of unpatched Magento installations. This incident highlights the critical security risks facing e-commerce platforms as attackers increasingly target template injection vulnerabilities in widely-deployed content management systems. With millions of online stores running vulnerable Magento versions and the rise of automated exploitation frameworks, organizations must prioritize rapid patching and comprehensive security monitoring for their web applications.
1 week ago
Kill Chain
Inside CL-CRI-1171: The Massive Pay-Per-Install Network That Hid in Plain Sight
In September 2026, Unit 42 researchers uncovered CL-CRI-1171, a sophisticated pay-per-install (PPI) malware distribution network that operated undetected for over two years. The cybercrime group leveraged YouTube gaming channels with hundreds of thousands of followers and SEO poisoning techniques to distribute multiple malware families including Insomnia RAT, ARKTunnel, and Docro Hijacker. The operation used OfferLoader, a custom Inno Setup-based loader, to deploy over 10,000 distinct payload combinations across corporate networks, critical infrastructure, and government entities while evading detection through clever gating mechanisms and unremarkable appearance. This campaign highlights the growing threat of commodity infrastructure being weaponized for large-scale malware distribution, particularly as threat actors increasingly target younger demographics through gaming platforms and use legitimate-seeming tools to bypass security scrutiny.
1 week ago
Kill Chain
CIA's Operation Absolute Resolve Showcases Cyber Intelligence as Mission-Critical Capability
CIA Deputy Director Michael Ellis revealed that Operation Absolute Resolve, which led to the apprehension of Nicolás Maduro, was enabled by cyber intelligence operations conducted by the agency's Center for Cyber Intelligence. The mission demonstrated how the CIA has reorganized to place cyber operations at the center of intelligence collection, allowing U.S. special operations forces to locate and capture the target within four minutes of landing. The operation reportedly included cyberattacks that caused power outages during the mission, showcasing the integration of cyber capabilities with traditional field operations. This disclosure highlights the evolving role of cyber intelligence in modern military and intelligence operations, as nation-state actors increasingly rely on digital capabilities to support kinetic operations and achieve strategic objectives in contested environments.
1 week ago
Kill Chain
Russian National's $6.3M Bank Account Takeover Scheme Exposes Critical Security Gaps
In November 2023, Russian national Sergei Anatolyevich Filimonov orchestrated a sophisticated bank account takeover scheme that defrauded financial institutions of over $6.3 million. The operation involved creating spoofed banking domains, purchasing sponsored search links to redirect victims, and harvesting over 5,000 customer login credentials. The cybercriminals specifically targeted accounts with large balances, including those belonging to corporate employees in Georgia, and built infrastructure to bypass multi-factor authentication and other security controls. This case exemplifies the growing sophistication of financially motivated cybercriminals who combine social engineering, domain spoofing, and credential harvesting to target high-value accounts. The FBI's identification of $28 million in total attempted losses demonstrates the massive scale these operations can achieve.
1 week ago
Kill Chain
Chinese AI Giants Caught in Massive U.S. Model Distillation Campaign
In 2024, Chinese AI companies including DeepSeek, Moonshot AI, Alibaba, MiniMax, StepFun, and Z.AI engaged in systematic distillation of U.S. frontier AI models according to a joint advisory from NSA, CISA, and FBI. The companies spent billions of tokens across millions of exchanges with models like Claude, ChatGPT, Google Gemini, and xAI's Grok to extract proprietary capabilities and strengthen their domestic AI systems. The attackers used sophisticated evasion techniques including distributed accounts, proxy networks, third-party aggregators, and gray market access to circumvent geographic restrictions and detection mechanisms. This incident highlights the growing threat of AI-enabled economic espionage as artificial intelligence becomes central to national competitiveness, with state-sponsored actors leveraging legitimate AI APIs for large-scale intellectual property theft through automated distillation campaigns.
1 week ago
Kill Chain
Microsoft's Record-Breaking Patch Tuesday: Managing 974 Vulnerabilities in the AI Era
Microsoft released its largest-ever Patch Tuesday update in September 2026, addressing 974 vulnerabilities across its product suite, including two actively exploited zero-day vulnerabilities. The massive security update included CVE-2026-81963 affecting the Windows Update Stack and CVE-2026-85880 affecting Windows Advanced Local Procedure Call, both enabling privilege escalation attacks. Microsoft's use of AI-assisted vulnerability discovery has dramatically increased the volume of disclosed vulnerabilities, with over 100 rated as critical across Windows, Office, SQL Server, and developer tools. Despite the record-breaking number of vulnerabilities, security researchers noted that active exploitation rates have not increased proportionally. This incident highlights the growing challenge organizations face in vulnerability management as AI-driven discovery tools uncover more security flaws at an unprecedented pace. The massive patch volume reflects broader industry trends where automated security research is creating larger attack surfaces while simultaneously improving defensive capabilities through faster identification of potential weaknesses.
1 week ago
Kill Chain
Microsoft's Record-Breaking Windows 10 Security Update: 966 Vulnerabilities Patched
Microsoft released Windows 10 KB5122878 as part of the September 2026 extended security update program, addressing a record-breaking 966 vulnerabilities including two actively exploited zero-day flaws. This update targets Windows 10 Enterprise LTSC users and ESU program participants, bringing systems to build 19045.7725 with critical security patches, Secure Boot certificate improvements, and fixes for Remote Desktop audio redirection issues. The massive patch release underscores the ongoing security challenges facing legacy Windows environments as Microsoft phases out mainstream support. This update highlights the critical importance of extended security programs as organizations struggle to migrate from Windows 10 amid escalating cyber threats and the growing attack surface of unpatched legacy systems.
1 week ago
Kill Chain
PoisonedRefresh Rootkit: Advanced Threat Targets F5 BIG-IP Infrastructure
In September 2026, security researchers discovered a sophisticated Linux rootkit campaign targeting F5 BIG-IP APM devices. Attackers exploited CVE-2025-53521, a critical remote code execution vulnerability, to deploy the 'PoisonedRefresh' rootkit that injects fileless web shells directly into memory. The malware intercepts PHP file operations, modifies scripts in memory without altering disk files, and creates password-protected backdoors while maintaining persistence across system upgrades. This advanced attack demonstrates the evolution of infrastructure targeting, as threat actors increasingly focus on critical network appliances that provide extensive access to organizational traffic and systems. With 795 vulnerable endpoints still exposed online, this incident highlights the urgent need for robust patch management and enhanced monitoring of network infrastructure devices.
1 week ago
Kill Chain
Slim Spider's Cloud-Native Attack on Brazilian Financial Infrastructure Exposes Critical Security Gaps
In March 2026, the Brazil-based threat actor Slim Spider executed a sophisticated multi-stage attack against a Brazilian financial institution, targeting cryptocurrency custody secrets and instant payment infrastructure. The attackers leveraged custom Bash scripts to steal temporary cloud credentials, enumerated secrets in cloud credential managers, and deployed backdoors mimicking legitimate infrastructure binaries. They successfully infiltrated managed Kubernetes clusters via Azure DevOps, deployed malicious pipelines, and created automated panels for bulk Pix payment fraud. The campaign resulted in the compromise of multiple Brazilian banks and fintech organizations, with devastating potential for cryptocurrency wallet theft and unauthorized financial transactions. This incident represents a critical shift in cybercrime tactics, as threat actors increasingly demonstrate sophisticated cloud-native attack capabilities specifically targeting high-value digital financial assets and instant payment systems across Latin America.
1 week ago
Kill Chain
DoppelCart Fraud Network Exposes Massive E-Commerce Security Gap
In September 2026, cybersecurity researchers discovered DoppelCart, the largest documented fake e-commerce network comprising over 119,000 fraudulent domains, primarily using the .SHOP TLD. The operation impersonates 44,182 legitimate brands by copying product catalogs and branding, then uses WebSocket connections to steal payment card data, CVV codes, and personal information in real-time during checkout. The network affects 2.72% of all .SHOP domains and significantly surpasses previous operations like BogusBazaar's 75,000 sites, with over 105,000 shops remaining active at discovery. This incident highlights the evolving sophistication of financial fraud networks and their ability to operate at unprecedented scale through automated domain generation and brand impersonation, representing a critical threat to consumer trust and e-commerce security.
1 week ago
Kill Chain
ClickFix Campaigns Weaponize Trust: How Attackers Abuse Legitimate Services
ClickFix campaigns represent a sophisticated social engineering attack vector where threat actors disguise malicious PowerShell scripts as legitimate software fixes or updates. These campaigns typically begin with phishing emails or compromised websites that present users with fake error messages, prompting them to copy and execute PowerShell commands that appear to resolve technical issues. The attacks leverage trusted platforms like GitHub, Discord, and legitimate cloud services to host malicious payloads, making detection more challenging for traditional security tools. Once executed, the malicious scripts establish persistent access through various techniques including scheduled tasks, registry modifications, and deployment of remote access tools, allowing attackers to maintain long-term presence in compromised environments. ClickFix campaigns have gained significant traction in 2024 as organizations increasingly adopt cloud-first strategies and remote work models, creating expanded attack surfaces that threat actors exploit through social engineering rather than traditional technical vulnerabilities.
1 week ago
Kill Chain
StyleSmuggler Zero-Day: How CVE-2026-75650 Compromised Magento E-commerce Security
In September 2026, threat actors began exploiting CVE-2026-75650 (StyleSmuggler), a critical zero-day vulnerability in Adobe Commerce and Magento Open Source with a CVSS score of 10.0. The flaw allows unauthenticated remote code execution through PHP code injection in Magento's template system, specifically targeting the 'Payment Transaction Failed Reminder' email function. Attackers deployed sophisticated payloads including a Rust-based Linux backdoor and PHP web shells on compromised e-commerce sites, with exploitation beginning September 4, 2026. This incident highlights the growing sophistication of supply chain attacks targeting e-commerce platforms, as attackers increasingly focus on high-value web applications that process financial transactions and customer data, demonstrating the critical need for runtime application security controls.
1 week 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.
