✨ 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 3001 to 3012 of 5196
AI Assistants: The New Frontier for Stealthy Malware Communication
In February 2026, cybersecurity researchers from Check Point Research identified a novel method by which AI assistants with web browsing capabilities, such as Microsoft Copilot and xAI's Grok, can be exploited to facilitate covert command-and-control (C2) communications for malware. By manipulating these AI platforms to fetch attacker-controlled URLs, threat actors can establish stealthy communication channels that blend seamlessly into legitimate enterprise traffic, thereby evading traditional detection mechanisms. This technique underscores the evolving landscape of cyber threats, where everyday AI tools are repurposed for malicious activities. The discovery highlights a significant shift in cyberattack methodologies, emphasizing the need for organizations to reassess their security postures in the context of AI integration. As AI assistants become more prevalent in enterprise environments, the potential for their misuse in cyberattacks increases, necessitating enhanced monitoring and adaptive defense strategies to mitigate such risks.
5 months ago
Kill Chain
Dell RecoverPoint Zero-Day Exploited by UNC6201
In mid-2024, a critical zero-day vulnerability (CVE-2026-22769) in Dell's RecoverPoint for Virtual Machines was exploited by the China-linked cyberespionage group UNC6201. This flaw, involving hardcoded credentials, allowed unauthenticated remote attackers to gain root-level access, facilitating lateral movement, persistent access, and deployment of malware such as BRICKSTORM and the newer GRIMBOLT backdoor. The attackers also employed 'ghost NICs' to stealthily pivot within virtualized environments, complicating detection and response efforts. The exploitation of this vulnerability underscores the persistent threat posed by state-sponsored actors targeting critical infrastructure. Organizations are urged to apply Dell's remediation measures promptly to mitigate potential risks associated with this exploit.
5 months ago
Kill Chain
Critical Vulnerability in Honeywell CCTV Products Exposes Unauthorized Access Risks
In February 2026, a critical vulnerability (CVE-2026-1670) was discovered in multiple Honeywell CCTV products, allowing unauthenticated attackers to remotely change the 'forgot password' recovery email address. This flaw enables unauthorized access to camera feeds and potential account hijacking. The affected models include I-HIB2PI-UL 2MP IP (version 6.1.22.1216), SMB NDAA MVO-3, PTZ WDR 2MP 32M, and 25M IPC, all running firmware version WDR_2MP_32M_PTZ_v2.0. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/critical-infra-honeywell-cctvs-vulnerable-to-auth-bypass-flaw/?utm_source=openai)) The vulnerability underscores the importance of securing IoT devices, especially those deployed in critical infrastructure. Organizations are advised to minimize network exposure of such devices, isolate them behind firewalls, and use secure remote access methods like updated VPN solutions. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/critical-infra-honeywell-cctvs-vulnerable-to-auth-bypass-flaw/?utm_source=openai))
5 months ago
Kill Chain
Critical Flaws in Popular VS Code Extensions Put Millions at Risk
In February 2026, critical vulnerabilities were discovered in four widely used Visual Studio Code (VS Code) extensions—Live Server, Code Runner, Markdown Preview Enhanced, and Microsoft Live Preview—collectively installed over 125 million times. These flaws could allow attackers to steal local files and execute remote code by exploiting weaknesses in the extensions' handling of web content and local server configurations. Notably, CVE-2025-65717 in Live Server enables file exfiltration via malicious websites, while CVE-2025-65716 in Markdown Preview Enhanced permits arbitrary code execution through crafted markdown files. Despite disclosure in June 2025, three of these vulnerabilities remained unpatched as of February 2026, leaving developers exposed to significant security risks. ([thehackernews.com](https://thehackernews.com/2026/02/critical-flaws-found-in-four-vs-code.html?utm_source=openai)) This incident underscores the escalating threat of supply chain attacks targeting development environments. The exploitation of trusted tools like VS Code extensions highlights the need for developers to exercise caution when installing and updating extensions, and for maintainers to prioritize timely security patches to mitigate potential compromises.
5 months ago
Kill Chain
Critical Vulnerability in Grandstream GXP1600 VoIP Phones: CVE-2026-2329
In February 2026, a critical vulnerability (CVE-2026-2329) was discovered in Grandstream's GXP1600 series VoIP phones, affecting models GXP1610, GXP1615, GXP1620, GXP1625, GXP1628, and GXP1630. This unauthenticated stack-based buffer overflow in the HTTP API endpoint "/cgi-bin/api.values.get" allows remote attackers to execute arbitrary code with root privileges. Exploitation could lead to unauthorized access, interception of VoIP communications, and potential eavesdropping on sensitive conversations. ([rapid7.com](https://www.rapid7.com/blog/post/ve-cve-2026-2329-critical-unauthenticated-stack-buffer-overflow-in-grandstream-gxp1600-voip-phones-fixed/?utm_source=openai)) The incident underscores the importance of promptly applying security patches and monitoring VoIP infrastructure for vulnerabilities. Organizations using these devices should update to firmware version 1.0.7.81 to mitigate the risk. ([rapid7.com](https://www.rapid7.com/blog/post/ve-cve-2026-2329-critical-unauthenticated-stack-buffer-overflow-in-grandstream-gxp1600-voip-phones-fixed/?utm_source=openai))
5 months ago
Kill Chain
Kenyan Activist's Phone Compromised by Cellebrite Extraction
In July 2025, Kenyan pro-democracy activist Boniface Mwangi was arrested, and his personal devices were confiscated by authorities. Upon their return in September 2025, Mwangi discovered that his Samsung phone's password protection had been removed. Forensic analysis by Citizen Lab revealed with high confidence that Kenyan authorities utilized Cellebrite's forensic extraction tools on his device during its custody, enabling full access to sensitive information including messages, personal files, financial data, and passwords. This incident underscores the potential misuse of advanced surveillance technologies by government entities to target civil society members. The case highlights the growing concerns over digital privacy and the ethical implications of deploying such tools without proper oversight, emphasizing the need for stringent regulations to prevent abuse and protect individual rights.
5 months ago
Kill Chain
KongTuke's CrashFix Campaign: Exploiting DNS to Deliver ModeloRAT
In early 2026, the threat actor known as KongTuke launched an evolved ClickFix campaign, dubbed 'CrashFix,' targeting corporate environments. The attack began with users installing a malicious Chrome extension named NexShield, masquerading as a legitimate ad blocker. After a delay, the extension deliberately crashed the browser, displaying a fake 'CrashFix' security warning. This prompt instructed users to run a command that executed a custom DNS lookup, leading to the download and execution of ModeloRAT, a Python-based remote access trojan. This sophisticated social engineering tactic exploited user trust and system utilities to gain unauthorized access to corporate systems. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/02/05/clickfix-variant-crashfix-deploying-python-rat-trojan/?utm_source=openai)) This incident underscores a growing trend of attackers leveraging social engineering combined with native system tools to bypass traditional security measures. The use of DNS queries for payload delivery highlights the need for enhanced monitoring of network traffic and user education to recognize and resist such deceptive tactics.
5 months ago
Kill Chain
Poland's Energy Sector Thwarts Major Cyberattack by Sandworm Group
In late December 2025, Poland's energy infrastructure was targeted by a coordinated cyberattack involving the deployment of a new data-wiping malware named DynoWiper. The attack focused on over 30 wind and solar farms, a combined heat and power plant serving nearly half a million customers, and a manufacturing company. The attackers exploited exposed FortiGate devices lacking multi-factor authentication to gain initial access, then moved laterally within networks to deploy the wiper malware. Despite the sophisticated nature of the attack, endpoint detection and response systems successfully blocked the malware's execution, preventing any disruption to energy production or distribution. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/02/06/poland-cyberattacks-energy-sector-industrial-organizations/?utm_source=openai)) This incident underscores the escalating threat posed by state-sponsored cyber actors targeting critical infrastructure. The use of destructive malware like DynoWiper highlights the need for robust cybersecurity measures, including the implementation of multi-factor authentication and regular security audits, to protect against such sophisticated attacks. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/02/06/poland-cyberattacks-energy-sector-industrial-organizations/?utm_source=openai))
5 months ago
Kill Chain
Keenadu Malware: A 2026 Android Supply Chain Attack
In early 2026, security researchers discovered 'Keenadu,' a sophisticated malware embedded within the firmware of various Android devices. This malware, introduced through a supply chain attack, integrates into the Android 'Zygote' process, allowing it to infect every application on the device. Once active, Keenadu grants attackers extensive control, enabling actions such as hijacking browser searches, committing ad fraud, and potentially accessing sensitive user data. The malware was found pre-installed on devices from multiple manufacturers, including the Alldocube iPlay 50 mini Pro tablet, and was also distributed through compromised applications on official app stores. As of February 2026, approximately 13,000 devices across countries like Russia, Japan, Germany, Brazil, and the Netherlands have been affected. ([darkreading.com](https://www.darkreading.com/mobile-security/supply-chain-attack-embeds-malware-android-devices?utm_source=openai)) This incident underscores the escalating threat of supply chain attacks targeting firmware, highlighting the need for rigorous security measures throughout the manufacturing and software development processes. The ability of Keenadu to operate at the firmware level makes detection and removal particularly challenging, emphasizing the importance of proactive security practices and the use of trusted devices and software sources.
5 months ago
Kill Chain
The Rise of RMM Tool Exploitation in Cyber Attacks
In early 2025, cybersecurity researchers observed a significant increase in cyberattacks leveraging legitimate Remote Monitoring and Management (RMM) tools such as AnyDesk, ScreenConnect, and SimpleHelp. Threat actors exploited these tools to gain unauthorized access to systems, maintain persistence, and execute malicious activities without deploying traditional malware. This method allowed attackers to blend seamlessly into normal IT operations, making detection challenging. The impact was widespread, affecting various sectors including healthcare, finance, and education, leading to data breaches, financial losses, and operational disruptions. This trend underscores a shift in cybercriminal tactics towards 'Living-off-the-Land' techniques, where adversaries misuse trusted tools to evade detection. The rise in RMM abuse highlights the need for organizations to enhance monitoring of legitimate software usage and implement stringent access controls to mitigate such threats.
5 months ago
Kill Chain
UNC3886's 2025 Cyber Attack on Singapore's Telecom Sector
In July 2025, Singapore's four major telecommunications providers—Singtel, StarHub, M1, and SIMBA Telecom—were targeted by the Chinese state-sponsored cyber espionage group UNC3886. The attackers employed sophisticated techniques, including rootkits and zero-day exploits in firewalls, to gain unauthorized access to parts of the telecom networks. Despite these efforts, the intrusion did not disrupt services or result in the exfiltration of sensitive customer data. The Singaporean government, in collaboration with the affected telcos, launched Operation Cyber Guardian, a coordinated response involving over 100 personnel from various agencies, to contain and mitigate the threat. ([channelnewsasia.com](https://www.channelnewsasia.com/singapore/unc3886-cyberattack-targets-singapore-telcos-threat-contained-5916906?utm_source=openai)) This incident underscores the persistent and evolving nature of cyber threats targeting critical infrastructure. The use of advanced tools and tactics by UNC3886 highlights the need for continuous vigilance and robust cybersecurity measures within the telecommunications sector to safeguard against potential future attacks.
5 months ago
Kill Chain
Siemens Simcenter Femap and Nastran 2026 File Parsing Vulnerabilities
In February 2026, Siemens disclosed multiple vulnerabilities in its Simcenter Femap and Nastran products, specifically affecting versions prior to V2512. These vulnerabilities, identified as CVE-2026-23715 through CVE-2026-23720, involve out-of-bounds read and write errors, as well as heap-based buffer overflows, which can be exploited by attackers through specially crafted NDB and XDB files. Successful exploitation could lead to application crashes or arbitrary code execution within the context of the current process. Siemens has released version V2512 to address these issues and recommends users update to this latest version. ([cert-portal.siemens.com](https://cert-portal.siemens.com/productcert/html/ssa-965753.html?utm_source=openai)) The disclosure of these vulnerabilities underscores the persistent risks associated with file parsing mechanisms in critical engineering software. Organizations utilizing Simcenter Femap and Nastran should prioritize updating to the patched version to mitigate potential exploitation. This incident highlights the importance of regular software updates and vigilance against malicious file-based attacks in industrial environments.
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.

