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.

Browse by Industry

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Displaying 2365 to 2376 of 6903 threat reports

Financial Services3 months ago

Dialogflow CX 'Rogue Agent' Flaw: A Wake-Up Call for AI Security

In November 2025, Varonis researchers identified a critical vulnerability, termed 'Rogue Agent,' in Google Cloud Platform's Dialogflow CX AI platform. This flaw allowed attackers to exploit the Code Blocks feature by modifying a single permission—dialogflow.playbooks.update—on a Dialogflow agent. Such exploitation enabled the injection of persistent malicious code into the agents' pipeline, facilitating the silent exfiltration of conversations and the execution of large-scale phishing campaigns. Google addressed the issue with an initial patch in April 2026 and fully resolved it by June 2026, ensuring that all affected components were remediated. ([darkreading.com](https://www.darkreading.com/application-security/dialogflow-cx-rogue-agent-flaw-enabled-ai-chatbot-data-theft?utm_source=openai)) The 'Rogue Agent' vulnerability underscores the expanding attack surface introduced by integrating AI services into cloud platforms. It highlights the necessity for organizations to rigorously evaluate and secure their AI infrastructures, as attackers increasingly target these systems to access sensitive data and conduct sophisticated cyber operations. ([varonis.com](https://www.varonis.com/blog/rogue-agent-dialogflow-attack?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Utilities3 months ago

Hydro-Québec Charging Station Vulnerabilities Highlight Critical Infrastructure Risks

In July 2026, Hydro-Québec's Le Circuit Electrique charging station backend was found to have multiple critical vulnerabilities, including improper access control, insufficient session expiration, and lack of throttling on authentication attempts. These flaws could allow attackers to escalate privileges or execute denial-of-service attacks, potentially disrupting electric vehicle charging services across Canada. Hydro-Québec has since updated the majority of charging stations to disable the Open Charge Point Protocol (OCPP) and implemented authentication systems to mitigate these risks. This incident underscores the growing cybersecurity challenges in the electric vehicle infrastructure sector. As the adoption of EVs accelerates, ensuring the security of charging networks becomes paramount to prevent potential disruptions and maintain public trust in sustainable transportation solutions.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Marketing/Advertising/Sales3 months ago

Major Brands Impersonated in Phishing Scam Targeting Marketing Professionals

In July 2026, a sophisticated phishing campaign targeted marketing professionals by impersonating recruiters from renowned companies such as Netflix, Coca-Cola, and FIFA. Attackers utilized legitimate platforms like PeopleForce and Salesforce's ExactTarget to send personalized emails, leading recipients through nested redirects to a fake Google sign-in page designed to harvest credentials. This method effectively evaded traditional detection mechanisms, posing significant risks to individuals and organizations. ([darkreading.com](https://www.darkreading.com/cyberattacks-data-breaches/big-brand-jobs-scam-marketing-pros-google-accounts?utm_source=openai)) The incident underscores a growing trend of cybercriminals exploiting trusted services and personalized lures to deceive professionals. As the job market becomes increasingly competitive and AI-generated content enhances the realism of such scams, organizations must bolster their defenses against these evolving threats. ([malwarebytes.com](https://www.malwarebytes.com/blog/scams/2026/07/fake-netflix-coca-cola-and-fifa-job-scams-target-marketers?utm_source=openai))

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Government Administration3 months ago

CISA Highlights Active Exploitation of Critical Adobe, Joomla, and Langflow Vulnerabilities

In July 2026, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) added four critical vulnerabilities to its Known Exploited Vulnerabilities (KEV) catalog, citing active exploitation. These include CVE-2026-48282, a path traversal flaw in Adobe ColdFusion; CVE-2026-56290, an improper access control issue in Joomlack Page Builder; CVE-2026-55255, an authorization bypass in Langflow; and CVE-2026-48908, an unrestricted file upload vulnerability in JoomShaper SP Page Builder. Exploitation of these vulnerabilities could lead to arbitrary code execution and unauthorized access, posing significant risks to affected systems. The inclusion of these vulnerabilities in the KEV catalog underscores the urgency for organizations to apply available patches promptly. The active exploitation of these flaws highlights a trend of attackers rapidly leveraging newly disclosed vulnerabilities, emphasizing the need for vigilant vulnerability management and timely remediation strategies.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Banking/Mortgage3 months ago

GhostLock Vulnerability: A 15-Year-Old Flaw Exposing Linux Systems to Root Exploits

In July 2026, Nebula Security disclosed a critical vulnerability in the Linux kernel, known as GhostLock (CVE-2026-43499). This 15-year-old flaw allows any local user to escalate privileges to root without special permissions or network access. The vulnerability resides in the kernel's real-time mutex (rtmutex) component, where improper handling of task pointers during proxy-lock rollback leads to a use-after-free condition. Exploiting this flaw enables attackers to gain full control over affected systems and escape containerized environments. The issue affects nearly all mainstream Linux distributions since 2011, with a reported 97% exploit reliability. The disclosure of GhostLock underscores the persistent risk posed by longstanding vulnerabilities in widely used open-source software. The availability of public exploit code increases the urgency for organizations to apply patches promptly. This incident highlights the need for continuous monitoring and timely updating of systems to mitigate potential security threats.

High impact

Kill Chain

ICInitial Compromise(low)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering3 months ago

Critical Adobe ColdFusion Vulnerability (CVE-2026-48282) Requires Immediate Attention

In June 2026, a critical path traversal vulnerability, identified as CVE-2026-48282, was discovered in Adobe ColdFusion versions 2025.9, 2023.20, and earlier. This flaw allows unauthenticated remote attackers to execute arbitrary code on affected servers without user interaction, potentially leading to full system compromise. The vulnerability arises from improper limitation of a pathname to a restricted directory, enabling attackers to access and manipulate files outside the intended directory structure. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/CVE-2026-48282?utm_source=openai)) The inclusion of CVE-2026-48282 in CISA's Known Exploited Vulnerabilities Catalog underscores the urgency for organizations to address this issue promptly. Given the active exploitation in the wild, entities using vulnerable ColdFusion versions must prioritize patching to mitigate the risk of unauthorized access and potential data breaches. ([resecurity.com](https://www.resecurity.com/ar/blog/article/cve-2026-48282-adobe-coldfusion-rds-path-traversal-leading-to-rce?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering3 months ago

Critical Vulnerability in Siemens Mendix Studio Pro: CVE-2026-48192

In June 2026, Siemens disclosed a vulnerability (CVE-2026-48192) in Mendix Studio Pro versions 10.11 through 10.24 (prior to V10.24.21) and 11.0 through 11.11. The flaw arises from improper validation and sanitization of project files during the build pipeline, allowing attackers to execute arbitrary code if a user opens a specially crafted malicious project. This vulnerability could lead to unauthorized code execution within the user's context, potentially compromising developer workstations and downstream build artifacts. ([sentinelone.com](https://www.sentinelone.com/vulnerability-database/cve-2026-48192/?utm_source=openai)) The incident underscores the critical importance of validating and sanitizing project files in development environments. As low-code platforms like Mendix Studio Pro gain popularity, ensuring robust security measures against such vulnerabilities becomes imperative to protect development processes and prevent potential supply chain attacks.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Telecommunications3 months ago

UAT-7810's Deployment of LONGLEASH Malware: A New Threat to Network Security

In July 2026, the Chinese advanced persistent threat (APT) group UAT-7810 enhanced its Operational Relay Box (ORB) network by deploying new malware variants, notably LONGLEASH, DOGLEASH, and JARLEASH. These tools target unpatched Ruckus wireless routers, exploiting vulnerabilities such as CVE-2020-22653, CVE-2020-22658, and CVE-2023-25717, to establish a robust infrastructure for subsequent cyber operations. The ORB network serves as a relay platform, facilitating attacks by other China-aligned threat actors, including UAT-5918, which has been implicated in cyber attacks against critical infrastructure in Taiwan since at least 2023. The development of these sophisticated malware tools underscores the evolving capabilities of UAT-7810 and the persistent threat posed to global network security. Organizations utilizing vulnerable networking devices are at heightened risk, emphasizing the need for proactive defense measures and timely patch management to mitigate potential intrusions.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(medium)

IImpact(medium)

Read report

Industrial Automation3 months ago

Critical Vulnerabilities Discovered in Digi International's PortServer TS and Digi One SP IA Devices

In July 2026, Digi International disclosed two significant vulnerabilities affecting their PortServer TS and Digi One SP IA devices. The first, CVE-2026-12352, allows unauthenticated attackers to bypass authentication mechanisms, granting unauthorized access to restricted resources. The second, CVE-2026-12948, is a stored cross-site scripting (XSS) vulnerability that enables authenticated administrators to inject malicious scripts into system configuration fields, which execute in the browsers of users viewing the affected pages. These vulnerabilities pose risks of unauthorized access, credential theft, and potential system compromise. The disclosure of these vulnerabilities underscores the critical importance of securing networked devices, especially those integral to industrial control systems. Organizations must prioritize timely firmware updates and implement robust network segmentation to mitigate such risks. This incident highlights the ongoing challenges in maintaining the security of legacy systems and the necessity for continuous monitoring and proactive defense strategies.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(low)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(low)

Read report

Computer Software/Engineering3 months ago

GitHub's 'Verified' Commits Vulnerable to Hash Malleability

In July 2026, researcher Jacob Ginesin identified a vulnerability in GitHub's commit verification process, revealing that signed Git commits can be altered to produce new hashes without invalidating their signatures. This flaw allows attackers to replicate commits with identical content, authorship, and timestamps, yet different hashes, while still displaying a 'Verified' status on GitHub. Consequently, systems relying on commit hashes for security measures, such as blocklists and provenance logs, are susceptible to evasion tactics. ([thehackernews.com](https://thehackernews.com/2026/07/github-verified-commits-can-be.html?utm_source=openai)) This discovery underscores the critical need for robust verification mechanisms in software development platforms. As supply chain attacks become more sophisticated, ensuring the integrity and authenticity of code commits is paramount to maintaining trust and security in open-source ecosystems.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(low)

C&CCommand & Control(low)

EExfiltration(low)

IImpact(low)

Read report

Electrical/Electronic Manufacturing3 months ago

Critical Vulnerabilities in Labcenter Proteus 9 Threaten Infrastructure Security

In July 2026, multiple high-severity vulnerabilities were identified in Labcenter Proteus 9.1 SP4 Build 42914, including CVE-2026-42953 (out-of-bounds write), CVE-2026-49033 (stack-based buffer overflow), and CVE-2026-42958 (use-after-free). Exploitation of these vulnerabilities could allow attackers to execute arbitrary code, potentially compromising critical infrastructure sectors such as communications, healthcare, and energy. ([socdefenders.ai](https://www.socdefenders.ai/item/4909df73-d6e4-4d7f-ad22-28b3fb4d7bdc?utm_source=openai)) This incident underscores the persistent risks associated with software vulnerabilities in critical systems. Organizations must prioritize timely patching and robust security measures to mitigate potential threats. ([socdefenders.ai](https://www.socdefenders.ai/item/4909df73-d6e4-4d7f-ad22-28b3fb4d7bdc?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Oil/Energy/Solar/Greentech3 months ago

Critical Vulnerability in Hitachi Energy's PROMOD V: CVE-2026-10763

In June 2026, Hitachi Energy disclosed a vulnerability (CVE-2026-10763) in its PROMOD V software, which utilized unencrypted HTTP communication due to the lack of HTTPS support from a third-party Digipede server. This flaw exposed sensitive data to potential interception and manipulation, posing risks such as credential theft and unauthorized access. The affected versions include PROMOD V up to 1.0.10. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/CVE-2026-10763?utm_source=openai)) This incident underscores the critical importance of secure communication protocols in industrial control systems. Organizations are urged to review their software dependencies and ensure that all components support encrypted communications to mitigate similar vulnerabilities.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

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

Dialogflow CX 'Rogue Agent' Flaw: A Wake-Up Call for AI Security

Hydro-Québec Charging Station Vulnerabilities Highlight Critical Infrastructure Risks

Major Brands Impersonated in Phishing Scam Targeting Marketing Professionals

CISA Highlights Active Exploitation of Critical Adobe, Joomla, and Langflow Vulnerabilities

GhostLock Vulnerability: A 15-Year-Old Flaw Exposing Linux Systems to Root Exploits

Critical Adobe ColdFusion Vulnerability (CVE-2026-48282) Requires Immediate Attention

Critical Vulnerability in Siemens Mendix Studio Pro: CVE-2026-48192

UAT-7810's Deployment of LONGLEASH Malware: A New Threat to Network Security

Critical Vulnerabilities Discovered in Digi International's PortServer TS and Digi One SP IA Devices

GitHub's 'Verified' Commits Vulnerable to Hash Malleability

Critical Vulnerabilities in Labcenter Proteus 9 Threaten Infrastructure Security

Critical Vulnerability in Hitachi Energy's PROMOD V: CVE-2026-10763

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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Solutions

Resources

Industry

Company

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Security & Legal

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

Dialogflow CX 'Rogue Agent' Flaw: A Wake-Up Call for AI Security

Hydro-Québec Charging Station Vulnerabilities Highlight Critical Infrastructure Risks

Major Brands Impersonated in Phishing Scam Targeting Marketing Professionals

CISA Highlights Active Exploitation of Critical Adobe, Joomla, and Langflow Vulnerabilities

GhostLock Vulnerability: A 15-Year-Old Flaw Exposing Linux Systems to Root Exploits

Critical Adobe ColdFusion Vulnerability (CVE-2026-48282) Requires Immediate Attention

Critical Vulnerability in Siemens Mendix Studio Pro: CVE-2026-48192

UAT-7810's Deployment of LONGLEASH Malware: A New Threat to Network Security

Critical Vulnerabilities Discovered in Digi International's PortServer TS and Digi One SP IA Devices

GitHub's 'Verified' Commits Vulnerable to Hash Malleability

Critical Vulnerabilities in Labcenter Proteus 9 Threaten Infrastructure Security

Critical Vulnerability in Hitachi Energy's PROMOD V: CVE-2026-10763

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?