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 4909 to 4920 of 6939 threat reports

Industrial Automation9 months ago

Rockwell Automation's ArmorStart LT Vulnerabilities: A Wake-Up Call for Industrial Security

In January 2026, Rockwell Automation disclosed multiple vulnerabilities in its ArmorStart® LT motor control devices, specifically models 290D, 291D, and 294D up to and including version V2.002. These vulnerabilities, identified as CVE-2025-9464 through CVE-2025-9283, can lead to denial-of-service conditions. Exploitation methods include fuzzing of CIP classes, execution of Achilles Comprehensive grammar tests, and active scanning with tools like Burp Suite, causing devices to become unresponsive or reboot unexpectedly. ([rockwellautomation.com](https://www.rockwellautomation.com/en-us/trust-center/security-advisories.html?utm_source=openai)) The affected devices are widely used in the critical manufacturing sector globally. As of the disclosure, no patches or upgrades were available. Rockwell Automation recommends applying security best practices to mitigate risks, such as minimizing network exposure, placing devices behind firewalls, and using secure remote access methods like VPNs. ([rockwellautomation.com](https://www.rockwellautomation.com/en-us/trust-center/security-advisories.html?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Financial Services9 months ago

Vivaldi Webmail Phishing Attack Exploits Google Presentations - January 2026

In January 2026, a phishing campaign targeted Vivaldi Webmail users by exploiting Google Presentations to bypass security measures. Attackers sent emails containing links to Google Slides presentations, which, when accessed, redirected users to fraudulent login pages designed to harvest credentials. This method effectively circumvented traditional phishing detection mechanisms by leveraging trusted platforms. The incident underscores a growing trend where cybercriminals abuse legitimate services to execute phishing attacks, highlighting the need for enhanced vigilance and adaptive security strategies to counteract evolving threats.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering9 months ago

Introducing Julius: Enhancing AI Security with LLM Service Fingerprinting

In January 2026, Praetorian released Julius, an open-source tool designed to identify and fingerprint Large Language Model (LLM) services across corporate networks. Julius enables security teams to detect various LLM services, such as Ollama, LiteLLM, and Open WebUI, by analyzing endpoints and extracting information about the models in use. This tool addresses the growing challenge of unmanaged and potentially insecure LLM deployments within organizations, which can be exploited by attackers for unauthorized access, data exfiltration, or lateral movement within networks. The release of Julius is particularly timely given the increasing integration of LLMs into enterprise environments and the associated security risks. Recent incidents have highlighted vulnerabilities in LLM applications, including prompt injection attacks and data leakage, underscoring the need for robust detection and monitoring tools like Julius to enhance organizational security postures.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(medium)

IImpact(low)

Read report

Information Technology/IT9 months ago

ServiceNow's 'BodySnatcher' Vulnerability: A Wake-Up Call for AI Security

In October 2025, ServiceNow identified and patched a critical vulnerability, CVE-2025-12420, in its AI Platform. Dubbed 'BodySnatcher,' this flaw allowed unauthenticated attackers to impersonate legitimate users, potentially granting unauthorized access to sensitive enterprise data. The vulnerability affected components such as Now Assist AI Agents and the Virtual Agent API, with ServiceNow deploying security updates to hosted instances and providing patches for self-hosted customers. ([techradar.com](https://www.techradar.com/pro/security/servicenow-patches-critical-security-flaw-which-could-allow-user-impersonation?utm_source=openai)) This incident underscores the growing security challenges associated with AI-driven platforms. Organizations are urged to promptly apply security updates and review their AI system configurations to mitigate similar risks. ([techradar.com](https://www.techradar.com/pro/security/servicenow-patches-critical-security-flaw-which-could-allow-user-impersonation?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(medium)

IImpact(medium)

Read report

Health Care / Life Sciences9 months ago

Critical Zero-Day Vulnerabilities in Ivanti EPMM Exploited

In January 2026, Ivanti disclosed two critical zero-day vulnerabilities in its Endpoint Manager Mobile (EPMM) software, identified as CVE-2026-1281 and CVE-2026-1340, each with a CVSS score of 9.8. These code injection flaws allow unauthenticated remote attackers to execute arbitrary code on affected systems, potentially leading to unauthorized access to sensitive data and system configurations. Ivanti confirmed active exploitation of these vulnerabilities in a limited number of customer environments at the time of disclosure. ([crn.com](https://www.crn.com/news/security/2026/ivanti-critical-mobile-management-vulnerabilities-seeing-exploitation?utm_source=openai)) The exploitation of these vulnerabilities underscores the persistent threat posed by zero-day attacks targeting enterprise management systems. Organizations are urged to apply the available patches promptly to mitigate the risk of unauthorized access and potential data breaches. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/ivanti-warns-of-two-epmm-flaws-exploited-in-zero-day-attacks/?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Oil/Energy/Solar/Greentech9 months ago

Sandworm's DynoWiper Targets Poland's Energy Sector in 2025 Cyberattack

In late December 2025, Poland's energy infrastructure was targeted by a cyberattack involving a data-wiping malware named DynoWiper. The attack aimed to disrupt operations at two combined heat and power plants and several renewable energy facilities. ESET researchers attributed the attack to the Russian state-sponsored group Sandworm, noting similarities to previous incidents involving the group. Fortunately, the malware was intercepted before causing any substantial damage, and no operational disruptions were reported. ([welivesecurity.com](https://www.welivesecurity.com/en/eset-research/eset-research-sandworm-cyberattack-poland-power-grid-late-2025/?utm_source=openai)) This incident underscores the persistent threat posed by state-sponsored cyber actors to critical infrastructure. The timing, coinciding with the tenth anniversary of Sandworm's first known assault on Ukraine’s power grid in 2015, highlights the group's continued focus on energy sector targets and disruptive operations. ([welivesecurity.com](https://www.welivesecurity.com/en/eset-research/eset-research-sandworm-cyberattack-poland-power-grid-late-2025/?utm_source=openai))

Low impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(low)

IImpact(high)

Read report

Oil/Energy/Solar/Greentech9 months ago

Critical Privilege Escalation Vulnerability Discovered in Iconics Suite

In early 2024, a security assessment revealed a vulnerability in the Iconics Suite, a SCADA system used across various industries. Tracked as CVE-2025-0921, this flaw allows local authenticated attackers to exploit privileged file system operations, potentially leading to a denial-of-service (DoS) condition by corrupting critical system binaries. The vulnerability affects all versions of GENESIS64, MC Works64, and GENESIS version 11.00. Mitsubishi Electric has released advisories detailing measures to address the issue. ([unit42.paloaltonetworks.com](https://unit42.paloaltonetworks.com/iconics-suite-cve-2025-0921/?utm_source=openai)) This incident underscores the critical importance of securing SCADA systems, especially given their role in industrial operations. The discovery of CVE-2025-0921 highlights the need for continuous security assessments and prompt application of vendor-released patches to mitigate potential threats.

Medium impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(high)

LMLateral Movement(low)

C&CCommand & Control(low)

EExfiltration(low)

IImpact(high)

Read report

Financial Services9 months ago

Equifax 2017 Data Breach: Lessons in Cybersecurity

Between May and July 2017, Equifax, a major credit reporting agency, experienced a significant data breach due to unpatched vulnerabilities in their Apache Struts framework. Attackers exploited these weaknesses to access sensitive personal information, including names, Social Security numbers, birth dates, addresses, and, in some cases, driver's license numbers of approximately 147.9 million Americans. The breach also affected millions of individuals in the UK and Canada. Equifax discovered the intrusion on July 29, 2017, but did not publicly disclose it until September 7, 2017. The incident led to widespread criticism, legal actions, and regulatory scrutiny, culminating in a settlement of up to $700 million to address the fallout and implement corrective measures. ([en.wikipedia.org](https://en.wikipedia.org/wiki/2017_Equifax_data_breach?utm_source=openai)) This breach underscores the critical importance of timely software updates and robust cybersecurity practices. The exploitation of known vulnerabilities highlights the necessity for organizations to maintain vigilant patch management and comprehensive security protocols to protect sensitive consumer data.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering9 months ago

Google's 2026 Disruption of IPIDEA Proxy Network

In January 2026, Google’s Threat Intelligence Group (GTIG) disrupted IPIDEA, a China-based residential proxy network that covertly enrolled millions of consumer devices into its infrastructure. By embedding malicious software development kits (SDKs) into various applications, IPIDEA transformed devices into proxy nodes without user consent, facilitating cybercriminal activities such as password spraying and unauthorized access to cloud environments. Google’s intervention, which included legal actions to seize control domains and collaboration with partners like Cloudflare and Lumen’s Black Lotus Labs, resulted in a significant reduction of IPIDEA’s operational capacity, removing millions of devices from the network. ([blog.google](https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/gtig-ipidea-disrupted/?utm_source=openai)) This incident underscores the escalating misuse of residential proxy networks by cybercriminals and state-sponsored actors. The proliferation of such networks highlights the urgent need for enhanced vigilance among developers and consumers regarding the integration and use of third-party SDKs, as well as the importance of industry-wide collaboration to dismantle malicious infrastructures.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Banking/Mortgage9 months ago

Microsoft Announces Deprecation of NTLM Authentication Protocol

In June 2024, Microsoft announced the deprecation of the NTLM authentication protocol, ceasing its active development and urging organizations to transition to more secure alternatives like Kerberos. This decision was driven by NTLM's inherent security vulnerabilities, including susceptibility to relay attacks and lack of support for modern cryptographic methods. The deprecation process began in early 2025, with phased reductions in support throughout the year, aiming for complete removal by the end of 2027. Organizations relying on NTLM are advised to assess their authentication mechanisms and plan migrations to more secure protocols to mitigate potential security risks. ([threatdown.com](https://www.threatdown.com/blog/microsoft-calls-time-on-ntlm-so-should-you/?utm_source=openai)) The deprecation of NTLM underscores a broader industry shift towards enhancing authentication security. As cyber threats evolve, legacy protocols like NTLM become prime targets due to their known weaknesses. This move aligns with Microsoft's Secure Future Initiative, emphasizing the importance of adopting robust authentication methods to safeguard against emerging threats. ([microsoft.com](https://www.microsoft.com/en-us/msrc/blog/2024/12/mitigating-ntlm-relay-attacks-by-default?utm_source=openai))

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Financial Services9 months ago

Bybit's 2025 Security Breach: A Deep Dive into the $1.4 Billion Ethereum Theft

In February 2025, Dubai-based cryptocurrency exchange Bybit suffered a significant security breach, resulting in the theft of approximately 401,000 Ethereum (ETH), valued at over $1.4 billion. The attackers exploited vulnerabilities in Bybit's multi-signature cold wallet system, facilitated by compromised infrastructure at Safe{Wallet}, a third-party provider. This incident stands as the largest cryptocurrency exchange hack to date. ([en.wikipedia.org](https://en.wikipedia.org/wiki/Bybit?utm_source=openai)) The breach was attributed to the North Korean state-sponsored Lazarus Group, known for their sophisticated cyber operations targeting financial institutions. The stolen funds were laundered through various channels, including privacy-focused platforms, complicating recovery efforts. ([en.wikipedia.org](https://en.wikipedia.org/wiki/Lazarus_Group?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Government Administration9 months ago

Critical Ivanti EPMM Zero-Day Vulnerabilities Exploited in 2026

In January 2026, Ivanti disclosed two critical zero-day vulnerabilities (CVE-2026-1281 and CVE-2026-1340) in its Endpoint Manager Mobile (EPMM) platform, both with a CVSS score of 9.8. These code injection flaws allow unauthenticated remote code execution, enabling attackers to gain full control over affected systems. Exploitation in the wild has been confirmed, with a limited number of customers compromised prior to disclosure. The vulnerabilities affect EPMM versions up to 12.7.0.0, and Ivanti has released RPM patches to address them. Organizations are urged to apply these patches immediately and monitor for signs of compromise. ([ivanti.com](https://www.ivanti.com/blog/january-2026-epmm-security-update?utm_source=openai)) The inclusion of CVE-2026-1281 in CISA's Known Exploited Vulnerabilities catalog underscores the severity and active exploitation of these flaws. This incident highlights the ongoing threat posed by zero-day vulnerabilities in widely used enterprise solutions, emphasizing the need for proactive vulnerability management and rapid response strategies.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

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

Rockwell Automation's ArmorStart LT Vulnerabilities: A Wake-Up Call for Industrial Security

Vivaldi Webmail Phishing Attack Exploits Google Presentations - January 2026

Introducing Julius: Enhancing AI Security with LLM Service Fingerprinting

ServiceNow's 'BodySnatcher' Vulnerability: A Wake-Up Call for AI Security

Critical Zero-Day Vulnerabilities in Ivanti EPMM Exploited

Sandworm's DynoWiper Targets Poland's Energy Sector in 2025 Cyberattack

Critical Privilege Escalation Vulnerability Discovered in Iconics Suite

Equifax 2017 Data Breach: Lessons in Cybersecurity

Google's 2026 Disruption of IPIDEA Proxy Network

Microsoft Announces Deprecation of NTLM Authentication Protocol

Bybit's 2025 Security Breach: A Deep Dive into the $1.4 Billion Ethereum Theft

Critical Ivanti EPMM Zero-Day Vulnerabilities Exploited in 2026

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

Rockwell Automation's ArmorStart LT Vulnerabilities: A Wake-Up Call for Industrial Security

Vivaldi Webmail Phishing Attack Exploits Google Presentations - January 2026

Introducing Julius: Enhancing AI Security with LLM Service Fingerprinting

ServiceNow's 'BodySnatcher' Vulnerability: A Wake-Up Call for AI Security

Critical Zero-Day Vulnerabilities in Ivanti EPMM Exploited

Sandworm's DynoWiper Targets Poland's Energy Sector in 2025 Cyberattack

Critical Privilege Escalation Vulnerability Discovered in Iconics Suite

Equifax 2017 Data Breach: Lessons in Cybersecurity

Google's 2026 Disruption of IPIDEA Proxy Network

Microsoft Announces Deprecation of NTLM Authentication Protocol

Bybit's 2025 Security Breach: A Deep Dive into the $1.4 Billion Ethereum Theft

Critical Ivanti EPMM Zero-Day Vulnerabilities Exploited in 2026

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?