✨ No need to do from scratch. Deploy a Validated Containment Architecture built for your AI platform. →Deploy a Validated Containment Architecture for your AI platform. →A Validated Containment Architecture for your AI platform. →Validated Containment Architectures are here. →Contain Threats NowExplore✨
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 2869 to 2880 of 5196
Trend Micro Apex One 2026 Critical RCE Vulnerabilities
In February 2026, Trend Micro identified and patched two critical vulnerabilities (CVE-2025-71210 and CVE-2025-71211) in its Apex One endpoint security platform. These flaws, both with a CVSS score of 9.8, allowed unauthenticated remote attackers to execute arbitrary code via path traversal weaknesses in the management console. Exploitation required access to the console, posing significant risks to organizations with externally exposed management interfaces. Trend Micro released Critical Patch Build 14136 to address these issues and advised customers to update promptly. This incident underscores the persistent threat posed by vulnerabilities in security management consoles, emphasizing the need for organizations to implement stringent access controls and maintain up-to-date systems to mitigate potential exploitation.
5 months ago
Kill Chain
Malicious StripeApi NuGet Package Mimics Official Library to Steal API Tokens
In February 2026, a malicious NuGet package named StripeApi.Net was discovered impersonating the legitimate Stripe.net library. Uploaded by a user named StripePayments on February 16, 2026, the package closely resembled the official library, using the same icon and nearly identical documentation. The threat actor artificially inflated the download count to over 180,000 across 506 versions to appear credible. The package replicated some of Stripe.net's functionality but modified critical methods to collect and exfiltrate sensitive data, including users' Stripe API tokens, to the attacker. The package was removed shortly after its discovery, minimizing potential damage. ([thehackernews.com](https://thehackernews.com/2026/02/malicious-stripeapi-nuget-package.html?utm_source=openai)) This incident underscores the persistent threat of supply chain attacks targeting software repositories. The use of typosquatting and artificial download inflation highlights the need for developers to exercise caution when integrating third-party libraries. Ensuring the authenticity of packages and monitoring for suspicious activity are crucial to maintaining software supply chain security.
5 months ago
Kill Chain
Microsoft Alerts Developers to Malicious Next.js Repositories Delivering In-Memory Malware
In February 2026, Microsoft identified a coordinated campaign targeting developers through malicious repositories disguised as legitimate Next.js projects. Attackers created fake repositories on platforms like Bitbucket, using names such as "Cryptan-Platform-MVP1," to deceive developers into executing code that establishes persistent access to compromised machines. The campaign employed multiple execution methods, including Visual Studio Code workspace automation, build-time execution via modified JavaScript libraries, and server startup execution through environment exfiltration. These methods led to the in-memory execution of attacker-controlled JavaScript, facilitating command-and-control operations and potential data exfiltration. This incident underscores the increasing sophistication of supply chain attacks targeting developers. By embedding malicious code into trusted development tools and processes, attackers can gain deep access to sensitive systems and data. Organizations must enhance their security measures to protect against such threats.
5 months ago
Kill Chain
Harvest Now, Decrypt Later: The Quantum Computing Threat
The 'Harvest Now, Decrypt Later' (HNDL) strategy involves adversaries collecting encrypted data today with the intention of decrypting it in the future when quantum computers become capable of breaking current cryptographic algorithms. This approach poses a significant threat to sensitive information with long-term confidentiality requirements, such as financial records, healthcare data, and intellectual property. Organizations must proactively transition to post-quantum cryptographic (PQC) algorithms to safeguard their data against future quantum-enabled decryption attacks. ([prnewswire.com](https://www.prnewswire.com/news-releases/harvest-now-decrypt-later-attacks-pose-a-security-concern-as-organizations-consider-implications-of-quantum-computing-301628445.html?utm_source=openai)) The urgency to address HNDL threats is underscored by the rapid advancements in quantum computing. Experts predict that cryptographically relevant quantum computers could emerge within the next decade, rendering existing encryption methods obsolete. ([docs.paloaltonetworks.com](https://docs.paloaltonetworks.com/network-security/quantum-security/administration/quantum-security-concepts/the-quantum-computing-threat?utm_source=openai))
5 months ago
Kill Chain
UAT-10027's Dohdoor Backdoor: A New Threat to U.S. Education and Healthcare
In December 2025, the threat actor group UAT-10027 initiated a sophisticated cyber campaign targeting the U.S. education and healthcare sectors. The attackers employed a novel backdoor named Dohdoor, which utilizes DNS-over-HTTPS (DoH) for covert command-and-control communications, effectively evading traditional network monitoring tools. The initial infection vector is suspected to involve phishing emails that execute PowerShell scripts, leading to the download and execution of malicious DLLs via DLL side-loading techniques. These DLLs facilitate the deployment of additional payloads, such as Cobalt Strike Beacons, directly into the memory of compromised systems. The campaign's use of legitimate Windows processes and encrypted communications poses significant challenges for detection and mitigation. ([thehackernews.com](https://thehackernews.com/2026/02/uat-10027-targets-us-education-and.html?utm_source=openai)) This incident underscores a growing trend of advanced persistent threats (APTs) leveraging encrypted communication channels like DoH to conceal malicious activities. The targeting of critical sectors such as education and healthcare highlights the urgent need for enhanced cybersecurity measures and vigilance against sophisticated attack vectors. ([thehackernews.com](https://thehackernews.com/2026/02/uat-10027-targets-us-education-and.html?utm_source=openai))
5 months ago
Kill Chain
Aeternum C2 Botnet: A New Era of Blockchain-Based Cyber Threats
In February 2026, cybersecurity researchers uncovered the Aeternum C2 botnet, developed by the threat actor known as LenAI. This botnet distinguishes itself by utilizing the Polygon blockchain to store encrypted command-and-control (C2) instructions, thereby circumventing traditional takedown methods that target centralized servers. Infected machines retrieve commands from smart contracts on the blockchain, making the botnet's infrastructure highly resilient and challenging to disrupt. ([thehackernews.com](https://thehackernews.com/2026/02/aeternum-c2-botnet-stores-encrypted.html?utm_source=openai)) The emergence of Aeternum C2 underscores a significant shift in cybercriminal tactics, leveraging decentralized technologies to enhance the persistence and stealth of malicious operations. This development highlights the need for adaptive cybersecurity strategies to address the evolving threat landscape posed by blockchain-based malware. ([infosecurity-magazine.com](https://www.infosecurity-magazine.com/news/aeternum-botnet-c2-polygon/?utm_source=openai))
5 months ago
Kill Chain
Recorded Future and CYBERA Join Forces to Tackle Escalating Money Mule Fraud
In February 2026, Recorded Future announced an expansion of its payment fraud prevention capabilities through a partnership with CYBERA, a leader in detecting and verifying data on scam-linked bank accounts. This collaboration introduces Money Mule Intelligence, a tool designed to help fraud teams identify accounts used by criminals to extract and move stolen funds. The initiative addresses the escalating threat of Authorized Push Payment (APP) fraud, which is projected to reach nearly $15 billion in the U.S. by 2028, up from $8.3 billion in 2024. The rise in APP fraud is driven by factors such as AI-generated deepfakes, personalized scam scripts, and instant payment systems that outpace traditional fraud controls. Money mule accounts serve as critical infrastructure for these scams, enabling the conversion of stolen payments into untraceable cash or cryptocurrency. The sophistication of mule operations has increased, with criminals employing 'mule herders' who manage numerous accounts and use AI to simulate normal transaction behavior, making detection challenging. Regulators are responding by shifting liability to banks, emphasizing the need for proactive detection and disruption of mule accounts to prevent fraud and comply with emerging reimbursement requirements.
5 months ago
Kill Chain
Anthropic's Claude Code Vulnerabilities Expose Developers to Security Risks
In late 2025, security researchers identified critical vulnerabilities in Anthropic's AI-powered development tool, Claude Code. These flaws, specifically CVE-2025-59536 and CVE-2026-21852, allowed attackers to execute arbitrary code and steal API keys by exploiting project configuration files. By manipulating these files, malicious actors could trigger unauthorized actions when developers opened compromised repositories, potentially compromising developer machines and enterprise resources. Anthropic promptly addressed these issues by releasing patches to mitigate the risks. This incident underscores the evolving threat landscape as AI tools become integral to software development workflows. The exploitation of AI-driven tools for supply chain attacks highlights the need for enhanced security measures and vigilance in managing development environments. Organizations must adapt their security protocols to address the unique challenges posed by AI integration in their software supply chains.
5 months ago
Kill Chain
FBI Seizes RAMP Cybercrime Forum, Disrupting Ransomware Operations
In January 2026, the FBI, in coordination with the U.S. Attorney’s Office for the Southern District of Florida and the Department of Justice’s Computer Crime and Intellectual Property Section, seized the RAMP cybercrime forum. Established in July 2021, RAMP was a Russian-language platform that openly permitted ransomware-as-a-service (RaaS) operations, serving as a hub for ransomware groups like LockBit, ALPHV/BlackCat, and RansomHub. The forum facilitated the promotion of RaaS activities, recruitment of affiliates, and trading of initial network access. The seizure disrupted a significant coordination point for ransomware operators, potentially leading to a short-term decline in ransomware attacks. However, the long-term impact remains uncertain as cybercriminals may migrate to alternative platforms or establish new forums. Law enforcement's access to RAMP's user data could lead to further investigations and arrests, underscoring the ongoing efforts to combat cybercrime.
5 months ago
Kill Chain
Chinese Police Exploit ChatGPT in Smear Campaign Against Japan's PM Takaichi
In October 2025, OpenAI identified and banned a ChatGPT account linked to Chinese law enforcement that was used to orchestrate a smear campaign against Japan's Prime Minister, Sanae Takaichi. The individual behind the account attempted to leverage ChatGPT to generate and amplify negative content about Takaichi, including drafting complaints impersonating Japanese citizens and creating social media posts to incite public dissent. These activities were part of a broader, covert influence operation aimed at discrediting foreign officials critical of China's policies. ([theregister.com](https://www.theregister.com/2026/02/25/chinese_law_enforcement_chatgpt_abuse/?utm_source=openai)) This incident underscores the evolving use of artificial intelligence in state-sponsored disinformation campaigns. The exposure of such tactics highlights the need for vigilance against AI-driven influence operations, especially as they become more sophisticated and harder to detect. ([axios.com](https://www.axios.com/2026/02/25/openai-chatgpt-china-japan-prime-minister?utm_source=openai))
5 months ago
Kill Chain
Critical Cisco Catalyst SD-WAN Vulnerability Exploited in the Wild
In February 2026, a critical vulnerability (CVE-2026-20127) was discovered in Cisco Catalyst SD-WAN Controller and Manager, allowing unauthenticated remote attackers to bypass authentication and gain administrative privileges. Exploitation involves sending crafted requests to the affected systems, enabling attackers to manipulate network configurations via NETCONF. This vulnerability has been actively exploited since at least 2023 by a sophisticated threat actor identified as UAT-8616. ([socradar.io](https://socradar.io/blog/cve-2026-20127-cisco-catalyst-sd-wan-auth-bypass/?utm_source=openai)) The incident underscores the persistent threat posed by vulnerabilities in widely used network infrastructure. Organizations must prioritize timely patching and implement robust access controls to mitigate such risks. ([fortra.com](https://www.fortra.com/security/emerging-threats/critical-vulnerability-affecting-cisco-catalyst-sd-wan?utm_source=openai))
5 months ago
Kill Chain
Cisco 2026 Zero-Day Exploitation by UAT-8616
In February 2026, authorities disclosed that since 2023, attackers have been exploiting two zero-day vulnerabilities in Cisco's network edge software. The threat actor, identified as UAT-8616, utilized CVE-2026-20127 to bypass authentication and subsequently downgraded the software to exploit CVE-2022-20775, achieving root access. This sophisticated campaign targeted critical infrastructure sectors, establishing persistent footholds without detection. This incident underscores a growing trend of targeting network edge devices to gain long-term access to high-value organizations. The prolonged undetected exploitation highlights the need for enhanced monitoring and rapid response mechanisms to address emerging 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.
