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

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 1669 to 1680 of 6877 threat reports

Financial Services2 months ago

GhostJacking: Unveiling AI Agent Security Vulnerabilities

In August 2026, Tenet Security unveiled 'GhostJacking,' a sophisticated attack technique exploiting AI agents' reliance on trusted data sources. By embedding malicious instructions into security alerts, logs, and error reports, attackers can manipulate AI agents to execute unauthorized actions, including code execution, credential theft, and infrastructure takeover. Demonstrations highlighted vulnerabilities in platforms like Cloudflare, Datadog, and Sentry, where AI agents misinterpreted poisoned data as legitimate commands, leading to significant security breaches. This incident underscores the critical need for robust identity governance and operational safeguards in AI agent deployments. As AI systems become integral to organizational operations, ensuring they can discern and resist malicious manipulations is paramount to maintaining security and trust.

High impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Financial Services2 months ago

Critical Metabase SQL Injection Zero-Day Vulnerability Discovered

In August 2026, Metabase disclosed a critical SQL injection vulnerability affecting versions 1.58 and above of its Cloud platform. This flaw allowed remote attackers to inject SQL statements into the application database, granting them administrator access. Exploiting this access, attackers could alter configurations, steal stored credentials, and access connected databases. Metabase promptly blocked the exploited endpoints and released patches to address the vulnerability. Self-hosted instances with exposed /api/session/reset_password endpoints remained at risk until updated. This incident underscores the persistent threat posed by SQL injection vulnerabilities, which continue to be prevalent despite longstanding awareness. Organizations are reminded of the importance of implementing prepared statements and other secure coding practices to mitigate such risks.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Computer Software/Engineering2 months ago

BdThemes Supply Chain Attack: A New Vector in WordPress Plugin Compromises

In August 2026, a sophisticated supply chain attack targeted BdThemes, a WordPress plugin vendor, compromising multiple plugins without altering their source code. Attackers exploited a cross-site scripting (XSS) vulnerability in the Biggopti component, which fetched promotional banners via a JSON API. By poisoning the JSON data stream, they injected malicious scripts that executed within the WordPress admin dashboard, leading to the creation of rogue administrator accounts and deployment of web shells. This breach affected plugins with over 100,000 active installations, prompting WordPress to temporarily disable their downloads. This incident underscores the evolving nature of supply chain attacks, where adversaries manipulate external data sources to compromise systems without direct code modifications. It highlights the critical need for organizations to scrutinize all components of their software supply chain, including third-party APIs and data streams, to mitigate such vulnerabilities.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Utilities2 months ago

Cyberattack on Polish Power Plant via Private Cellular Network - 2025

In December 2025, a coordinated cyberattack targeted Poland's energy infrastructure, including over 30 renewable energy farms and a major combined heat and power (CHP) plant supplying heat to nearly 500,000 residents. Attackers exploited vulnerabilities in private cellular networks, gaining unauthorized access to industrial control systems (ICS) and deploying wiper malware aimed at sabotaging operations. Despite the sophisticated nature of the attack, prompt response measures prevented significant service disruptions. This incident underscores the escalating threat landscape facing critical infrastructure, highlighting the need for robust cybersecurity measures in industrial environments. The attack's timing, during severe winter conditions, emphasizes the potential human and economic impact of such cyber threats.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Health Care / Life Sciences2 months ago

Gunra Ransomware Exploits Fortinet and Schneider Electric Vulnerabilities

In August 2026, cybersecurity agencies from South Korea and the U.S. issued warnings about Gunra ransomware attacks targeting critical infrastructure sectors worldwide. The attackers exploited vulnerabilities in Schneider Electric PowerLogic P5 (CVE-2024-5559) and Fortinet FortiOS and FortiProxy (CVE-2025-24472) appliances to gain initial access. Employing a double extortion model, they encrypted data and exfiltrated sensitive information, threatening to publish it unless a ransom was paid within five to seven days. Since its emergence in April 2025, Gunra has listed 51 victims, primarily in South Korea, Brazil, Spain, Thailand, and Hong Kong. The group utilizes phishing campaigns and advanced encryption methods like Salsa20 and ChaCha20 to execute their attacks. This incident underscores the evolving tactics of ransomware groups, highlighting the critical need for organizations to promptly patch known vulnerabilities and implement robust security measures to protect against such sophisticated threats.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering2 months ago

GhostSplice: Unveiling the Exploitation of AI Coding Assistants via Malicious MCP Servers

In August 2026, the ASSET Research Group disclosed 'GhostSplice,' a technique exploiting AI coding assistants connected via the Model Context Protocol (MCP). Malicious MCP servers can fragment exfiltration instructions into innocuous parts, embedding them within tool descriptions and results. This method enables AI agents to inadvertently collect and transmit sensitive data, such as SSH keys and proprietary source code, without detecting the malicious intent. The attack assumes prior connection to the attacker's MCP server and access to the targeted files. This incident underscores the evolving sophistication of attacks targeting AI-integrated development environments. As AI coding assistants become more prevalent, ensuring robust validation of external tool integrations and enhancing security protocols within AI agents is imperative to prevent unauthorized data exfiltration.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Government Administration2 months ago

Exploiting Windows 11 Plug and Play: A Path to SYSTEM-Level Access

In August 2026, security researchers Alejandro Hernando and Borja Martinez unveiled a method to exploit Windows Plug and Play (PnP) auto-installation processes, enabling unprivileged users to achieve SYSTEM-level code execution on fully updated Windows 11 systems. By emulating specific USB devices, they triggered the installation of signed vendor software containing vulnerabilities, which they chained to escalate privileges. Notably, this attack vector can be executed both physically and remotely via Remote Desktop Protocol (RDP) when USB redirection is enabled. This discovery underscores the critical need for organizations to scrutinize device installation processes and enforce strict policies on USB device usage and redirection settings. The ability to escalate privileges through such mechanisms highlights potential gaps in endpoint security, emphasizing the importance of comprehensive monitoring and control over peripheral device interactions.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering2 months ago

Unveiling North Korean IT Worker Infiltration Tactics in Crypto Startups

In August 2026, security researchers created a fictitious cryptocurrency startup, Ballena Azul, to investigate the infiltration tactics of suspected North Korean IT operatives. They advertised developer positions and successfully hired three individuals who provided falsified identification documents, including driver's licenses and bank account details. The operatives gained legitimate access to the company's virtual machines, which were monitored to observe their activities. Initial actions included system reconnaissance and the installation of remote desktop tools, indicating potential for unauthorized data access and exfiltration. This operation underscores the sophisticated methods employed by North Korean actors to infiltrate organizations under the guise of legitimate employment. The incident highlights the urgent need for enhanced identity verification processes, especially in remote hiring scenarios, to prevent unauthorized access and potential data breaches. Organizations are advised to implement periodic identity checks, in-person verifications, and comprehensive recruiter training to mitigate such risks.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Automotive2 months ago

Malicious SIM Cards Exploit IoT Device Modems - August 2026

In August 2026, researchers from the University of Birmingham and security firm Fuzzware discovered that malicious SIM cards can execute attacker-controlled commands within the modems of cellular IoT devices, such as electric vehicle chargers, industrial routers, and car telematics units. Testing 26 devices, they found that 9 were vulnerable, including certain models from OPPO and ASUS. The vulnerability stems from the 'RUN AT' proactive command, which allows a SIM card to instruct the modem to execute AT commands, potentially leading to full device compromise. This issue predominantly affects machine-to-machine hardware, with several Quectel modules identified as susceptible. The researchers recommend disabling or hardening the 'RUN AT' interface to mitigate this risk. This discovery underscores the critical need for robust security measures in IoT devices, especially as they become more integrated into essential infrastructure. The ability for a SIM card to control device modems highlights a significant attack vector that could be exploited if not properly addressed.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering2 months ago

Mozilla's Proactive Key Revocation: A Lesson in Supply Chain Security

In August 2026, Mozilla revoked the cryptographic signing key used for Linux distributions of Firefox and Thunderbird after an unencrypted copy was inadvertently committed to a private code repository. Although the repository was private and audit records showed no unauthorized access, Mozilla proactively revoked the key to maintain security integrity. This revocation affects users who manually verify downloads and those using Mozilla's RPM packages, necessitating the import of a new key and the revocation of the old one. The new subkey, valid until August 5, 2028, ensures continued trust in Mozilla's software distributions. This incident underscores the critical importance of secure key management practices within software supply chains. As supply chain attacks become more prevalent, organizations must implement stringent controls to prevent unauthorized access and potential compromises, thereby safeguarding the integrity of their software products.

Low impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering2 months ago

OpenAI's GPT-5.6-Cyber: A Leap Forward in AI-Driven Cybersecurity

In August 2026, OpenAI introduced GPT-5.6-Cyber, a specialized AI model designed to enhance cybersecurity tasks such as vulnerability research, penetration testing, and incident response. Built upon GPT-5.6 Sol, this model reduces refusals for high-risk, dual-use cyber tasks, achieving a 95% completion rate for complex cybersecurity requests. Notably, GPT-5.6-Cyber identified CVE-2026-15903, a critical out-of-bounds read and write vulnerability in the V8 JavaScript engine, which could allow remote code execution via crafted HTML pages. This vulnerability was promptly patched by Google in mid-July 2026. The release of GPT-5.6-Cyber underscores the growing integration of AI in cybersecurity, providing defenders with advanced tools to proactively identify and mitigate vulnerabilities. This development highlights the importance of balancing AI capabilities with safety measures to prevent potential misuse, as AI models become increasingly adept at both offensive and defensive cyber operations.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(low)

C&CCommand & Control(low)

EExfiltration(low)

IImpact(low)

Read report

Computer Software/Engineering2 months ago

Critical Python Privilege Escalation Vulnerability (CVE-2026-12003) Discovered

In June 2026, a critical vulnerability (CVE-2026-12003) was identified in Python versions 3.11.0a3 through 3.15.0b2, affecting Windows installations. This flaw allowed low-privilege users to execute arbitrary code with elevated privileges by exploiting improper handling of the VPATH variable, leading to unauthorized access to alternative library folders. The vulnerability was introduced in December 2021 and publicly disclosed on June 16, 2026. ([securityvulnerability.io](https://securityvulnerability.io/vulnerability/CVE-2026-12003?utm_source=openai)) This incident underscores the importance of securing software installation paths and the need for organizations to promptly apply security patches to prevent privilege escalation attacks. The Python Software Foundation has released updates to address this issue, and users are advised to upgrade to the latest versions to mitigate potential risks.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

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Security Research & Insights

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

All Research Articles

exec-13ea3b13-c046-4c3f-bdef-bfc6448ce51d

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Matt Snyder

Oct 26, 202610 min read

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

Matt Snyder

Oct 21, 202613 min read

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Matt Snyder

Oct 21, 202615 min read

Market Perspectives

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

Read All Blogs

What Could Have Stopped the 2023 MGM Breach v4

Cloud Native Security Fabric

What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust

Cloud Network Security

John Qian

Jul 31, 20257 min read

Zero Trust

The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures

Scott Leatherman

Jul 23, 202512 min read

Cloud Network Security

HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data

Tom Davis

Jun 25, 20257 min read

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.

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.

Explore the Workload Attack Path Assessment

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.

Interactive ToolOpen Threat Command Center Quick AssessmentAssess My Blast Radius

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.

Free Containment Assessment Under Active Attack?

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

GhostJacking: Unveiling AI Agent Security Vulnerabilities

Critical Metabase SQL Injection Zero-Day Vulnerability Discovered

BdThemes Supply Chain Attack: A New Vector in WordPress Plugin Compromises

Cyberattack on Polish Power Plant via Private Cellular Network - 2025

Gunra Ransomware Exploits Fortinet and Schneider Electric Vulnerabilities

GhostSplice: Unveiling the Exploitation of AI Coding Assistants via Malicious MCP Servers

Exploiting Windows 11 Plug and Play: A Path to SYSTEM-Level Access

Unveiling North Korean IT Worker Infiltration Tactics in Crypto Startups

Malicious SIM Cards Exploit IoT Device Modems - August 2026

Mozilla's Proactive Key Revocation: A Lesson in Supply Chain Security

OpenAI's GPT-5.6-Cyber: A Leap Forward in AI-Driven Cybersecurity

Critical Python Privilege Escalation Vulnerability (CVE-2026-12003) Discovered

Security Research & Insights

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Market Perspectives

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

With CNSF, enterprises can:

See Your Attack Paths. Close the Gaps with CNSF.

Your assessment delivers:

The threat landscape has changed.
Has your question changed with it?

Contain the Blast Radius

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Security & Legal

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

GhostJacking: Unveiling AI Agent Security Vulnerabilities

Critical Metabase SQL Injection Zero-Day Vulnerability Discovered

BdThemes Supply Chain Attack: A New Vector in WordPress Plugin Compromises

Cyberattack on Polish Power Plant via Private Cellular Network - 2025

Gunra Ransomware Exploits Fortinet and Schneider Electric Vulnerabilities

GhostSplice: Unveiling the Exploitation of AI Coding Assistants via Malicious MCP Servers

Exploiting Windows 11 Plug and Play: A Path to SYSTEM-Level Access

Unveiling North Korean IT Worker Infiltration Tactics in Crypto Startups

Malicious SIM Cards Exploit IoT Device Modems - August 2026

Mozilla's Proactive Key Revocation: A Lesson in Supply Chain Security

OpenAI's GPT-5.6-Cyber: A Leap Forward in AI-Driven Cybersecurity

Critical Python Privilege Escalation Vulnerability (CVE-2026-12003) Discovered

Security Research & Insights

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Market Perspectives

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

With CNSF, enterprises can:

See Your Attack Paths. Close the Gaps with CNSF.

Your assessment delivers:

The threat landscape has changed. Has your question changed with it?

Contain the Blast Radius

The threat landscape has changed.
Has your question changed with it?