STRUCTURED THREAT INTELLIGENCE FOR THE CLOUD COMMUNITY

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.
Kill Chain Coverage
ATT&CK Mapped
Real-World IOCs
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Threat ReportsLive Intelligence

Recent Breaches, Security Incidents & Vulnerabilities

A unified view of real-world cloud threats — combining AI-powered analysis, security research, and expert perspectives through a consistent, cloud-specific framework.

AI-Powered Threat Analysis

Agentic AI that analyzes real-world attacks — across security incidents, breaches, and exploited vulnerabilities — to produce structured, actionable intelligence.

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Displaying 2785 to 2796 of 6909 threat reports

Critical LiteLLM Vulnerabilities Expose AI Gateways to Unauthenticated RCE

Critical LiteLLM Vulnerabilities Expose AI Gateways to Unauthenticated RCE

In May 2026, a critical vulnerability chain was discovered in LiteLLM, an open-source AI gateway widely used to interface with over 100 large language model providers. The primary flaw, CVE-2026-42271, is a command injection vulnerability affecting versions 1.74.2 through 1.83.6. This vulnerability allows authenticated users, including those with low-privilege internal-user keys, to execute arbitrary commands on the host system by exploiting two Model Context Protocol (MCP) test endpoints. When combined with CVE-2026-48710, an authentication bypass in the Starlette web framework, attackers can achieve unauthenticated remote code execution, granting them full control over the server. This chain of vulnerabilities exposes sensitive API keys and secrets stored by the proxy, potentially compromising connected AI systems and enabling lateral movement within enterprise networks. The active exploitation of these vulnerabilities underscores the increasing targeting of AI gateway infrastructures by threat actors. Organizations relying on LiteLLM are urged to upgrade to version 1.83.7 or later, which addresses these issues by implementing stricter authorization controls and updating dependencies. Additionally, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) has added CVE-2026-42271 to its Known Exploited Vulnerabilities catalog, emphasizing the urgency for immediate remediation to prevent potential breaches and data exfiltration.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Chinese Hackers Exploit Google Workspace to Steal Sensitive Emails

Chinese Hackers Exploit Google Workspace to Steal Sensitive Emails

Between September 2023 and November 2025, the China-linked espionage group UNC6508 infiltrated North American medical, academic, and military research networks by compromising externally facing REDCap servers. They deployed custom malware named INFINITERED, which trojanized REDCap system files to harvest login credentials and establish persistent access. With domain administrator rights, UNC6508 abused Google Workspace's content compliance rules to silently BCC emails containing specific keywords to attacker-controlled Gmail addresses, effectively exfiltrating sensitive research and defense communications without deploying additional malware or generating unusual network traffic. This incident underscores the evolving tactics of state-sponsored actors who exploit legitimate administrative features within cloud services to conduct stealthy data exfiltration. Organizations must enhance monitoring of administrative configurations and implement robust security measures to detect and prevent such abuses.

Medium impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
UNC6508's Year-Long Espionage on U.S. Research Institutions

UNC6508's Year-Long Espionage on U.S. Research Institutions

Between September 2023 and November 2025, the China-aligned threat actor UNC6508 conducted a covert cyber-espionage campaign targeting U.S. academic, medical, and military research institutions. The attackers exploited vulnerabilities in REDCap servers to deploy custom malware named Infinitered, enabling them to steal credentials and maintain persistent access. This operation led to the exfiltration of sensitive data related to defense intelligence, military strategy, artificial intelligence, and medical research. ([darkreading.com](https://www.darkreading.com/threat-intelligence/china-nexus-actor-us-researchers-undetected?utm_source=openai)) This incident underscores the evolving sophistication of state-sponsored cyber threats, highlighting the need for enhanced security measures in research institutions. The use of tailored malware and novel data exfiltration techniques by UNC6508 reflects a broader trend of advanced persistent threats employing innovative methods to achieve their objectives.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
U.S. Government Restricts Access to Anthropic's Advanced AI Models

U.S. Government Restricts Access to Anthropic's Advanced AI Models

In June 2026, the U.S. government issued an export control directive requiring Anthropic to suspend access to its advanced AI models, Fable 5 and Mythos 5, for all foreign nationals, including those within the United States. This action was taken due to national security concerns over potential vulnerabilities that could allow the models to be exploited for identifying software flaws. As a result, Anthropic disabled these models for all users to ensure compliance. This unprecedented move underscores the growing tension between technological advancement and national security, highlighting the challenges in regulating AI technologies. The directive has sparked international debate over the balance between innovation and security, with European leaders expressing concerns about overreliance on American AI providers and advocating for greater technological sovereignty.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Palo Alto Networks PAN-OS GlobalProtect VPN Authentication Bypass Vulnerability (CVE-2026-0257)
Financial Services4 months ago

Palo Alto Networks PAN-OS GlobalProtect VPN Authentication Bypass Vulnerability (CVE-2026-0257)

In May 2026, Palo Alto Networks disclosed CVE-2026-0257, a high-severity authentication bypass vulnerability in the GlobalProtect portal and gateway components of PAN-OS software. This flaw allows unauthenticated remote attackers to forge valid session cookies, enabling unauthorized VPN connections into corporate networks. Active exploitation of this vulnerability was observed starting May 17, 2026, with attackers attempting to access GlobalProtect portals. While no post-access behavior or lateral movement has been identified, the potential for unauthorized access to sensitive internal resources poses a significant risk. The inclusion of CVE-2026-0257 in the U.S. Cybersecurity and Infrastructure Security Agency's (CISA) Known Exploited Vulnerabilities catalog underscores the urgency for organizations to address this issue. The active exploitation highlights a broader trend of attackers targeting VPN infrastructures to gain unauthorized access, emphasizing the need for robust authentication mechanisms and timely patch management to mitigate such threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
Massive WordPress Plugin Supply Chain Attack Exposes Over 1.2 Million Sites

Massive WordPress Plugin Supply Chain Attack Exposes Over 1.2 Million Sites

In June 2026, a sophisticated supply chain attack targeted WordPress sites utilizing the PushEngage, OptinMonster, and TrustPulse plugins. Malicious actors tampered with JavaScript files served by these plugins, embedding code that, when loaded by a logged-in administrator, created unauthorized admin accounts and installed concealed backdoors. This breach potentially compromised over 1.2 million websites, granting attackers full control to exfiltrate data, deploy malware, or manipulate site content. The attack was active for varying durations across the plugins, with OptinMonster and TrustPulse affected for approximately 25 minutes on June 12, while PushEngage's exposure extended over several hours into June 14. This incident underscores the escalating threat of supply chain attacks within the WordPress ecosystem, highlighting the critical need for vigilant monitoring of third-party plugins and the implementation of robust security measures to detect and mitigate unauthorized code modifications.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Unveiling the Threat: 152 Malicious Chrome Extensions Compromise User Security

Unveiling the Threat: 152 Malicious Chrome Extensions Compromise User Security

In June 2026, cybersecurity researchers uncovered a network of 152 Google Chrome extensions, primarily offering live wallpaper functionalities, that were distributing potentially unwanted programs (PUPs). These extensions, spanning 38 separate Chrome Web Store publisher accounts and three brand backends—tabplugins[.]com, yowgames[.]com, and chromewallpaper[.]com—had collectively amassed 105,000 installations. Despite claiming not to collect user data, the extensions' privacy policies revealed the logging of IP addresses, ISPs, click counts, and referrers, with data shared with Google AdSense, DoubleClick, and third-party ad partners. Additionally, some extensions manipulated browser behavior to simulate organic search traffic, thereby fabricating the origin of their own traffic. This incident underscores the persistent threat posed by malicious browser extensions, which can compromise user privacy and security. The deceptive practices employed highlight the need for vigilant monitoring of browser add-ons and the importance of scrutinizing privacy policies, even for seemingly benign applications.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Sniper Dz Scams Exploit Fake Facebook Offers to Target MENA Users

Sniper Dz Scams Exploit Fake Facebook Offers to Target MENA Users

In June 2026, cybersecurity researchers uncovered a series of fraudulent activities targeting users in the Middle East and North Africa (MENA) region. Cybercriminals employed fake Facebook accounts impersonating politicians, public figures, and trusted organizations to promote deceptive offers such as free mobile internet packages and financial compensations. Victims who clicked on these offers were redirected through a series of intermediary websites leading to phishing pages and monetization schemes, including browser notification abuse and premium SMS subscriptions. This incident highlights the evolving tactics of cybercriminals who exploit social engineering and trusted platforms to deceive users. The use of legitimate services like link-aggregation platforms and browser notifications underscores the need for heightened vigilance and advanced security measures to protect against such sophisticated scams.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Google Patches Actively Exploited Chrome Zero-Day Vulnerability CVE-2026-11645

Google Patches Actively Exploited Chrome Zero-Day Vulnerability CVE-2026-11645

In June 2026, Google addressed a high-severity zero-day vulnerability, CVE-2026-11645, in its Chrome browser. This flaw, an out-of-bounds read and write issue in the V8 JavaScript engine, allowed remote attackers to execute arbitrary code via crafted HTML pages. The vulnerability was actively exploited in the wild, prompting Google to release an emergency update to mitigate the risk. Users were urged to update to version 149.0.7827.103 to secure their systems. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/06/09/google-chrome-zero-day-cve-2026-11645/?utm_source=openai)) This incident underscores the persistent targeting of widely used software by threat actors and highlights the critical importance of timely software updates. The exploitation of such vulnerabilities can lead to significant data breaches and system compromises, emphasizing the need for robust cybersecurity practices.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Microsoft 365 Copilot 'SearchLeak' Vulnerability Exposes Sensitive Data
Financial Services4 months ago

Microsoft 365 Copilot 'SearchLeak' Vulnerability Exposes Sensitive Data

In June 2026, Varonis Threat Labs identified a critical vulnerability in Microsoft 365 Copilot, termed 'SearchLeak'. This flaw allowed attackers to craft a single-click link that, when accessed by a user, could exfiltrate sensitive data such as emails, calendar details, and indexed files without any further interaction. The attack exploited a combination of AI prompt injection and web vulnerabilities, enabling unauthorized access to a user's Microsoft Graph data. Microsoft assigned CVE-2026-42824 to this issue and has since mitigated the flaw on its backend, with no known exploitation in the wild. This incident underscores the evolving nature of cyber threats targeting AI-integrated platforms. As organizations increasingly adopt AI-driven tools, it is imperative to implement robust security measures to prevent similar vulnerabilities. Continuous monitoring and prompt patching are essential to safeguard sensitive information against emerging attack vectors.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
Evil MSI Background: Unveiling the 2026 Phishing Campaign

Evil MSI Background: Unveiling the 2026 Phishing Campaign

In June 2026, a sophisticated phishing campaign emerged, leveraging WeTransfer links to distribute malicious JavaScript files. These scripts, upon execution, utilized obfuscation techniques to decode and run PowerShell commands, which subsequently downloaded additional payloads, including a .NET DLL designed to manipulate Windows Task Scheduler. This method facilitated the execution of further malicious activities, potentially leading to persistent system compromise. The campaign notably exploited legitimate cloud services like Cloudflare Workers and R2 storage to host and distribute its malicious components, thereby enhancing its stealth and effectiveness. This incident underscores a growing trend where threat actors increasingly abuse trusted cloud platforms to host and disseminate malware, complicating detection and mitigation efforts. The use of obfuscated scripts and legitimate services highlights the evolving sophistication of phishing attacks, emphasizing the need for enhanced vigilance and advanced security measures to detect and prevent such threats.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
FBI Dismantles AI-Powered Phishing Operation 'Outsider Enterprise'
Financial Services4 months ago

FBI Dismantles AI-Powered Phishing Operation 'Outsider Enterprise'

In June 2026, the FBI, in collaboration with Google and Black Lotus Labs, dismantled 'Outsider Enterprise,' a Chinese phishing-as-a-service operation active since at least 2023. This cybercrime network utilized AI to distribute phishing kits, creating over 9,000 fake websites and more than a million fraudulent URLs. These sites impersonated trusted brands, leading to the theft of approximately 3.8 million credit card records and causing an estimated $1.9 billion in losses. The takedown, part of Operation Riptide, involved seizing multiple servers, a Shopify storefront, and around $100,000 USDT from Outsider's payment wallets. Thousands of phishing domains now redirect to an FBI splash page. This incident underscores the escalating use of AI in cybercrime, enabling large-scale, sophisticated phishing campaigns. The success of Operation Riptide highlights the importance of coordinated efforts between law enforcement and private sector entities in combating such threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report

Security Research & Insights

Security Research & Insights with human-led deep dives into campaigns and cloud-native TTPs

Market Perspectives

Market Perspectives offering expert commentary and select breach analysis from industry leaders

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.

Utilize the Network Layer

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.

The Executive Assistant That Broke the Company Why Shadow AI is the New Cloud Crisis card image

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.

Containment Era Intelligence

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.

8
Tracked Campaigns
82%
Intrusions are malware-free
— CrowdStrike GTR 2026
29 min
Avg. eCrime breakout time
— CrowdStrike GTR 2026
27 sec
Fastest observed breakout
— CrowdStrike GTR 2026

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.

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