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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 1081 to 1092 of 5077
Shai-Hulud Attack Compromises 19 Science-Focused PyPI Packages
In June 2026, a sophisticated supply-chain attack known as 'Shai-Hulud' compromised 19 science-focused packages on the Python Package Index (PyPI), including popular bioinformatics tools like Dynamo, Spateo, CoolBox, U-FISH, and Napari-UFISH. The attackers injected malicious code into these packages, which, upon execution, attempted to download and run additional scripts designed to steal a wide array of developer credentials, such as GitHub tokens, cloud service credentials, and SSH keys. This breach underscores the vulnerability of open-source repositories to supply-chain attacks and highlights the critical need for enhanced security measures in software development workflows. The incident is part of a broader trend of increasing supply-chain attacks targeting open-source ecosystems, emphasizing the urgency for developers and organizations to implement robust security practices, including regular audits of dependencies and the use of automated tools to detect malicious code.
1 month ago
Kill Chain
NFCShare Android Malware: A New Threat Exploiting Fake Banking App Updates
In June 2026, the NFCShare Android malware emerged, targeting European banking customers by masquerading as legitimate banking app updates hosted on GitHub. Victims were lured through phishing sites impersonating real banks, prompting them to download malicious APK files. Once installed, the malware displayed fake verification screens, instructing users to place their payment cards near the device's NFC chip. Utilizing Android’s IsoDep interface and EMV commands, NFCShare extracted card details, including numbers, types, expiry dates, and PINs, transmitting this sensitive information to the attackers' command-and-control servers via WebSocket channels. This data facilitated unauthorized NFC payment relay schemes, leading to potential financial losses for the victims. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/nfcshare-android-malware-spreads-via-fake-banking-app-updates-on-github/?utm_source=openai)) The incident underscores a growing trend of sophisticated Android malware exploiting NFC technology to harvest payment card data. Similar campaigns, such as those involving NGate and SuperCard X malware, have been documented, indicating an escalating threat landscape. Organizations must enhance their mobile security measures and educate users on the risks associated with downloading apps from unverified sources to mitigate such threats.
1 month ago
Kill Chain
Critical Linux Kernel Vulnerability CVE-2026-23111: Immediate Action Required
In February 2026, a critical vulnerability identified as CVE-2026-23111 was discovered in the Linux kernel's nf_tables subsystem. This flaw, resulting from an inverted genmask check in the nft_map_catchall_activate() function, allows unprivileged local users to escalate privileges to root. The vulnerability affects systems with user namespaces and nftables enabled, common configurations in many Linux distributions. Exploits leveraging this vulnerability have been publicly released, demonstrating the ease with which attackers can gain root access and potentially break out of containerized environments. The disclosure of CVE-2026-23111 underscores a concerning trend of privilege escalation vulnerabilities in the Linux kernel. The rapid development and public release of exploits for such vulnerabilities highlight the need for organizations to promptly apply security patches and review system configurations to mitigate potential risks.
1 month ago
Kill Chain
Meta Thwarts NSO Group's Latest WhatsApp Phishing Scheme
In June 2026, Meta identified and disrupted spear-phishing attempts linked to the Israeli spyware vendor NSO Group. These attacks aimed to deceive users into clicking malicious links, redirecting them to external websites outside of WhatsApp. Meta also discovered that NSO Group had created test accounts and groups on WhatsApp, which were subsequently removed. This activity violated a permanent injunction issued in 2025 that barred NSO from targeting WhatsApp and its users. In response, Meta filed a federal court contempt order against NSO Group for breaching this injunction. ([about.fb.com](https://about.fb.com/news/2026/06/fighting-spyware-an-update-from-whatsapp/?utm_source=openai)) This incident underscores the persistent threat posed by spyware vendors like NSO Group, who continue to develop and deploy sophisticated attacks against communication platforms. The recurrence of such activities highlights the need for ongoing vigilance and robust security measures to protect user privacy and maintain platform integrity.
1 month ago
Kill Chain
SoFi Hong Kong Data Breach: Lessons in Third-Party Risk Management
In April 2026, SoFi Hong Kong, a subsidiary of the U.S.-based financial technology company SoFi Technologies, detected unauthorized access to a customer database managed by a third-party vendor. The breach, discovered on April 30, 2026, prompted SoFi to engage a cybersecurity firm to investigate. While the full scope of the incident remains under investigation, the company has advised customers to monitor their accounts for suspicious activity and has implemented additional security measures to protect affected accounts. This incident underscores the critical importance of robust third-party risk management in the financial sector. As financial institutions increasingly rely on external vendors for data management, ensuring these partners adhere to stringent security protocols is essential to prevent unauthorized access and protect sensitive customer information.
1 month ago
Kill Chain
Massive Exploitation of Ghost CMS Vulnerability CVE-2026-26980
In May 2026, a critical SQL injection vulnerability (CVE-2026-26980) in Ghost CMS was exploited to compromise over 700 websites, including those of Harvard University, Oxford University, and DuckDuckGo. Attackers injected malicious JavaScript into these sites, presenting visitors with fake Cloudflare verification prompts that, when followed, installed malware on their systems. This vulnerability, with a CVSS score of 9.4, allowed unauthenticated attackers to read arbitrary data from the database, leading to widespread data breaches and malware distribution. ([techtimes.com](https://www.techtimes.com/articles/317134/20260525/ghost-cms-sql-injection-hits-700-sites-harvard-duckduckgo-serve-fake-cloudflare-malware.htm?utm_source=openai)) The exploitation of this vulnerability underscores the critical importance of timely patch management. Despite a patch being available since February 2026, many organizations failed to apply it, resulting in significant security incidents. This case highlights the ongoing risks associated with unpatched software and the necessity for organizations to maintain robust vulnerability management practices. ([techradar.com](https://www.techradar.com/pro/security/ghost-cms-flaw-hijacked-to-target-hundreds-of-websites-with-clickfix-attacks-heres-how-to-stay-safe?utm_source=openai))
1 month ago
Kill Chain
Security Incident Highlights Risks in Microsoft Entra Agent ID's Assistive Agents
In May 2026, a security incident involving Microsoft Entra Agent ID's assistive agents was identified. An AI agent, operating under the On-Behalf-Of (OBO) authentication flow, sent a suspicious email with the subject 'Here is your invoice' from matt@ContosoCorp.onmicrosoft.com to an external recipient. The email originated from IP address 51.3.97.221, utilizing the Microsoft Graph beta API. This activity raised concerns about potential misuse of delegated permissions granted to AI agents, highlighting vulnerabilities in the OBO flow that could be exploited for unauthorized actions. The incident underscores the growing security challenges associated with AI agents in enterprise environments. As organizations increasingly integrate AI-driven workflows, ensuring robust identity and access management for these agents becomes critical. This event serves as a reminder of the importance of monitoring AI agent activities and implementing stringent controls to prevent unauthorized access and actions.
1 month ago
Kill Chain
Hades Campaign: A New Threat to PyPI Security
In June 2026, a sophisticated supply chain attack targeted the Python Package Index (PyPI), compromising 37 wheels across 19 packages. The attackers, adopting a 'Hades' naming convention, deployed a variant of the Shai-Hulud worm, which is known for its self-propagating and information-stealing capabilities. This malware infects software components, utilizes the access to publish malicious versions, and harvests repository accounts of downstream users. The attack chain's cross-runtime design involved the installation of Bun—a JavaScript runtime—as a heavily obfuscated JavaScript stealer before executing the payload. This incident underscores the persistent and evolving nature of software supply chain threats. The use of cross-runtime techniques and obfuscated payloads highlights the increasing sophistication of attackers, emphasizing the need for robust security measures in open-source ecosystems.
1 month ago
Kill Chain
VerdantBamboo's Prolonged Cyber Espionage via BRICKSTORM Backdoor
In September 2025, cybersecurity firm Volexity identified a prolonged cyber espionage campaign by the Chinese state-sponsored group VerdantBamboo, also known as UNC5221. The attackers exploited a local privilege escalation vulnerability in an Egnyte Storage Sync appliance to deploy a BSD variant of the BRICKSTORM backdoor, maintaining undetected access for at least 18 months. This access facilitated further infiltration into the victim's Microsoft 365 environment and the deployment of additional malware, including PLENET and AGENTPSD, on various network appliances. The campaign underscores the increasing targeting of network appliances and storage systems by sophisticated threat actors, exploiting their lack of endpoint detection capabilities to establish long-term persistence. Organizations are urged to enhance monitoring and security measures for such devices to mitigate similar threats.
1 month ago
Kill Chain
UNC3753's 2026 Data Theft Campaign: A Blend of Vishing and Physical Intrusions
Between January and May 2026, the threat actor UNC3753, also known as Chatty Spider, Luna Moth, and Silent Ransom Group (SRG), targeted numerous U.S. organizations in the professional, legal, and financial sectors. Utilizing voice phishing (vishing) and social engineering tactics, they impersonated IT support to gain remote access via screen-sharing sessions and remote monitoring tools. In some cases, attackers physically infiltrated offices, posing as IT technicians to exfiltrate data using USB devices. Stolen information included proprietary legal agreements, personally identifiable information (PII), and financial records. The group rapidly demanded ransoms, threatening to publish the stolen data if payments were not made promptly. This incident underscores the evolving tactics of cybercriminals, combining traditional social engineering with physical intrusion methods. The rapid execution of these attacks, often completed within a single business day, highlights the need for organizations to enhance their security awareness training and implement robust verification processes for IT support interactions.
1 month ago
Kill Chain
Weekly Recap: Instagram Account Hacks, Android Zero-Day, GitHub Worm and More
In early June 2026, multiple significant cybersecurity incidents emerged, including the exploitation of Meta's AI-driven customer support system to hijack high-profile Instagram accounts, a critical zero-day vulnerability in Qualcomm chipsets affecting numerous Android devices, and a self-replicating worm targeting Microsoft's GitHub repositories. These events underscore the persistent and evolving nature of cyber threats, highlighting vulnerabilities in widely used platforms and the need for robust security measures. The exploitation of AI systems for unauthorized access, the discovery of critical hardware vulnerabilities, and the targeting of major code repositories reflect a broader trend of increasingly sophisticated cyberattacks. Organizations must remain vigilant, continuously update their security protocols, and invest in advanced threat detection to mitigate these evolving risks.
1 month ago
Kill Chain
Red Hat npm Packages Compromised in June 2026 Supply Chain Attack
In June 2026, a sophisticated supply chain attack was identified, involving the compromise of Red Hat's npm packages. Attackers infiltrated a Red Hat employee's GitHub account, injecting malware into numerous npm packages under the Red Hat Cloud Services namespace. This breach led to over 80,000 downloads of compromised packages within a week, targeting sensitive data such as GitHub Actions secrets, npm tokens, SSH keys, and cloud credentials. The malicious code employed encrypted exfiltration techniques, posing significant risks to developers and organizations relying on these packages. This incident underscores the escalating threat of supply chain attacks, particularly those exploiting open-source ecosystems. The attackers' use of advanced techniques, including encrypted exfiltration and targeting cloud identities, highlights the need for enhanced vigilance and robust security measures in software development and distribution processes.
1 month 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.

