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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 1333 to 1344 of 5099
Iranian Hackers Leverage AI and SEO Poisoning in Advanced Cyber Espionage Campaigns
In early 2026, the Iranian state-sponsored threat actor known as Nimbus Manticore (also referred to as Screening Serpens and UNC1549) launched a series of cyber espionage campaigns targeting the aviation and software sectors across the U.S., Europe, and the Middle East. These operations utilized sophisticated techniques, including career-themed phishing lures and search engine optimization (SEO) poisoning, to distribute newly developed backdoors named MiniFast and an updated version of MiniJunk (MiniJunk V2). The campaigns involved impersonating legitimate organizations to deceive employees into downloading malicious software, leading to unauthorized access and potential data exfiltration. Notably, the MiniFast backdoor exhibited characteristics suggesting it was developed with assistance from artificial intelligence, indicating an evolution in the threat actor's capabilities. ([thehackernews.com](https://thehackernews.com/2026/05/iranian-hackers-deploy-minifast-and.html?utm_source=openai)) This incident underscores a significant shift in cyber threat tactics, with state-sponsored actors increasingly leveraging AI in malware development and employing SEO poisoning to broaden their attack vectors. Organizations must remain vigilant against such evolving threats by enhancing their cybersecurity measures and educating employees on recognizing sophisticated phishing and social engineering tactics.
2 months ago
Kill Chain
Critical Vulnerability in KnowledgeDeliver LMS Exploited to Deploy Malicious Payloads
In early 2026, a critical vulnerability (CVE-2026-5426) in Digital Knowledge's KnowledgeDeliver Learning Management System (LMS) was exploited by threat actors to deploy the Godzilla web shell and Cobalt Strike Beacon. The flaw, stemming from hard-coded ASP.NET machine keys, allowed unauthenticated remote code execution via malicious ViewState deserialization. This exploitation led to unauthorized access and potential data breaches in affected systems. The incident underscores the risks associated with default configurations and hard-coded cryptographic keys in software deployments. Organizations are urged to review and update their security practices to mitigate similar vulnerabilities, especially in widely used platforms like LMSs.
2 months ago
Kill Chain
CERT-In's 12-Hour Patching Mandate: A Response to AI-Driven Cyber Threats
In May 2026, the Indian Computer Emergency Response Team (CERT-In) issued new guidelines requiring organizations to patch critical security vulnerabilities in internet-exposed systems within 12 hours of identification. This directive aims to mitigate threats from adversaries leveraging artificial intelligence (AI) tools and large language models (LLMs) to automate vulnerability discovery and exploitation, thereby accelerating the scale and speed of cyber attacks. CERT-In emphasized that AI-assisted cyber exploitation reduces the time required for adversaries to identify, weaponize, and exploit vulnerabilities, exposed services, weak identities, insecure APIs, and misconfigured systems. As organizations become increasingly dependent on interconnected digital infrastructure, cloud ecosystems, software supply chains, operational technologies, and AI-enabled platforms, the potential impact of AI-enabled cyber threats continues to increase across sectors. ([thehackernews.com](https://thehackernews.com/2026/05/cert-in-mandates-12-hour-patching-for.html?utm_source=openai)) This development underscores the evolving cyber threat landscape, where AI technologies are being harnessed to compress attack timelines and bypass traditional security controls. Organizations are urged to adopt proactive cybersecurity measures, including continuous threat assessment, proactive exposure reduction, and operational preparedness, to effectively counter these AI-assisted threats.
2 months ago
Kill Chain
Understanding and Mitigating MFA Prompt Bombing Attacks in 2026
In May 2026, a significant cybersecurity threat emerged involving Multi-Factor Authentication (MFA) prompt bombing attacks. Cybercriminals exploited push-based MFA systems by repeatedly sending authentication requests to users, aiming to induce fatigue and prompt them to approve unauthorized access. This method effectively bypassed traditional MFA protections, leading to unauthorized access to sensitive systems and data. The attacks primarily targeted organizations utilizing push-based MFA for services like Microsoft 365, VPNs, and other cloud applications, resulting in compromised accounts and potential data breaches. The prevalence of MFA prompt bombing underscores the evolving tactics of threat actors who leverage social engineering to circumvent security measures. This trend highlights the necessity for organizations to adopt more resilient authentication methods, such as number-matching codes or hardware tokens, and to implement comprehensive user education programs to recognize and resist such attacks.
2 months ago
Kill Chain
Critical Vulnerability in ABB Terra AC Wallbox Chargers: CVE-2025-5517
In October 2025, ABB disclosed a heap-based buffer overflow vulnerability (CVE-2025-5517) affecting multiple models of its Terra AC wallbox electric vehicle chargers. This flaw could allow attackers to execute arbitrary code, cause denial-of-service conditions, or gain unauthorized access. Exploitation requires either a man-in-the-middle position with unencrypted communication or a compromised Charging Station Management System (CSMS). ABB has released firmware updates to address this issue and recommends users update their devices promptly. This incident underscores the critical importance of securing industrial control systems, especially as electric vehicle infrastructure becomes more widespread. Organizations should ensure encrypted communications and regularly update firmware to mitigate such vulnerabilities.
2 months ago
Kill Chain
ABB MConfig Vulnerability CVE-2025-9970: Cleartext Storage of Sensitive Information
In October 2025, ABB disclosed a vulnerability (CVE-2025-9970) in its MConfig software versions up to 1.4.9.21, where sensitive information was stored in cleartext within memory. This flaw could allow attackers with local access to extract credentials, potentially compromising system integrity. ABB released version 1.4.9.22 to address this issue. This incident underscores the critical importance of secure memory handling practices in software development, especially for applications managing sensitive data. Organizations are reminded to promptly apply security patches and review software for similar vulnerabilities to prevent unauthorized access.
2 months ago
Kill Chain
Microsoft Releases Critical Patch for SharePoint RCE Vulnerability CVE-2026-45659
In May 2026, Microsoft addressed a critical remote code execution vulnerability, CVE-2026-45659, in SharePoint Server versions 2016, 2019, and Subscription Edition. This flaw arises from the deserialization of untrusted data, allowing authenticated attackers with minimal permissions to execute arbitrary code remotely without user interaction. The vulnerability has a CVSS score of 8.8, indicating high severity. ([thehackernews.com](https://thehackernews.com/2026/05/microsoft-patches-sharepoint-rce-flaw.html?utm_source=openai)) The prompt release of patches underscores the importance of timely updates, especially given SharePoint's role in storing sensitive corporate data. Organizations are urged to apply these updates promptly to mitigate potential exploitation risks. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/05/26/sharepoint-vulnerability-cve-2026-45659/?utm_source=openai))
2 months ago
Kill Chain
Cybercriminals Exploit Claude AI Popularity to Distribute Malware
In early 2026, cybercriminals launched a sophisticated campaign targeting users seeking to download Anthropic's Claude AI tool. By creating fraudulent websites that closely mimicked the official Claude download pages, attackers distributed trojanized installers. These malicious installers appeared legitimate but secretly deployed malware, such as PlugX and ACR Stealer, granting attackers remote access to victims' systems and enabling the theft of sensitive information, including credentials and financial data. The campaign exploited users' trust in search engine results and official-looking websites, leading to widespread infections across both Windows and macOS platforms. This incident underscores a growing trend where threat actors leverage the popularity of AI tools to execute social engineering attacks. The use of fake installation guides and malicious advertisements highlights the need for heightened vigilance among users and organizations. As AI tools become more integrated into daily operations, ensuring the authenticity of download sources and implementing robust cybersecurity measures are imperative to prevent similar attacks.
2 months ago
Kill Chain
Anthropic's Claude Mythos: Revolutionizing Cybersecurity with AI
In April 2026, Anthropic introduced 'Claude Mythos,' an advanced AI model with exceptional capabilities in identifying and exploiting software vulnerabilities. The model demonstrated the ability to autonomously develop sophisticated cyberattacks, raising significant concerns about its potential misuse. To mitigate these risks, Anthropic restricted public access to Mythos, collaborating with select partners through Project Glasswing to enhance cybersecurity defenses. ([euronews.com](https://www.euronews.com/next/2026/04/08/why-anthropics-most-powerful-ai-model-mythos-preview-is-too-dangerous-for-public-release?utm_source=openai)) The emergence of AI models like Claude Mythos signifies a paradigm shift in cybersecurity, where AI can both uncover and exploit vulnerabilities at unprecedented speeds. This development underscores the urgent need for robust security measures and proactive strategies to address the dual-use nature of such technologies. ([cfr.org](https://www.cfr.org/articles/six-reasons-claude-mythos-is-an-inflection-point-for-ai-and-global-security?utm_source=openai))
2 months ago
Kill Chain
FBI Issues Warning on Kali365 Phishing Service Exploiting Microsoft 365 Accounts
In April 2026, the FBI identified 'Kali365,' a Phishing-as-a-Service (PhaaS) platform distributed via Telegram, enabling cybercriminals to hijack Microsoft 365 accounts. By exploiting Microsoft's OAuth 2.0 Device Authorization grant flow, attackers trick users into entering device codes on legitimate Microsoft pages, granting unauthorized access to services like Outlook, Teams, and OneDrive. This method bypasses multi-factor authentication (MFA) and does not require stealing user credentials. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/fbi-warns-of-kali365-phishing-service-targeting-microsoft-365-accounts/?utm_source=openai)) The emergence of Kali365 underscores a significant shift in cyber threats, where sophisticated phishing tools are now accessible to less-skilled attackers. This trend highlights the urgent need for organizations to reassess and strengthen their authentication protocols and user education to mitigate evolving phishing tactics. ([ic3.gov](https://www.ic3.gov/PSA/2026/PSA260521?utm_source=openai))
2 months ago
Kill Chain
Dutch Authorities Dismantle Cyberattack Infrastructure Linked to Russian Operations
In May 2026, Dutch authorities arrested two individuals, aged 57 and 39, for allegedly providing IT infrastructure used by Russian entities to conduct cyberattacks and disinformation campaigns within the European Union. The arrests followed investigations into Stark Industries Solutions, a hosting provider sanctioned by the EU in 2025 for facilitating Russian cyber operations. The suspects, associated with MIRhosting and WorkTitans BV, were charged with violating sanctions laws by making economic resources available to sanctioned entities. During the operation, over 800 servers were seized from data centers in Dronten and Schiphol-Rijk. ([krebsonsecurity.com](https://krebsonsecurity.com/2026/05/netherlands-seizes-800-servers-arrests-2-for-aiding-cyberattacks/?utm_source=openai)) This incident underscores the persistent challenges in enforcing sanctions against entities that support state-sponsored cyber activities. Despite previous sanctions, the rebranding and asset transfers by Stark Industries highlight the adaptability of such organizations in evading regulatory measures. The case emphasizes the need for continuous monitoring and robust enforcement mechanisms to prevent the circumvention of international sanctions.
2 months ago
Kill Chain
TrapDoor Supply Chain Attack Compromises npm, PyPI, and Crates.io Ecosystems
In May 2026, a coordinated supply chain attack named 'TrapDoor' targeted the npm, PyPI, and Crates.io ecosystems, distributing credential-stealing malware through over 34 malicious packages across more than 384 versions. The campaign began on May 22, 2026, with attackers publishing these packages in rapid succession. The malware specifically aimed at developers in the cryptocurrency, DeFi, Solana, and AI sectors, seeking to exfiltrate sensitive information such as crypto wallets, SSH keys, cloud credentials, browser data, and environment variables. The attack employed various methods, including postinstall hooks, remote JavaScript payloads executed during package imports, and malicious build.rs scripts, to infiltrate developer environments and establish persistence. ([thehackernews.com](https://thehackernews.com/2026/05/trapdoor-supply-chain-attack-spreads.html?utm_source=openai)) This incident underscores the escalating threat of supply chain attacks within open-source ecosystems, highlighting the need for enhanced vigilance and security measures among developers and organizations. The sophisticated techniques used in the TrapDoor campaign reflect a broader trend of attackers exploiting trusted software repositories to distribute malware, emphasizing the importance of robust supply chain security practices.
2 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.
