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 4777 to 4788 of 6939 threat reports

Financial Services8 months ago

Salesloft Drift Breach 2025: A Wake-Up Call for SaaS Security

In August 2025, Salesloft's Drift application suffered a significant security breach when attackers exploited compromised OAuth tokens to access and exfiltrate data from over 700 organizations' Salesforce instances. The breach exposed sensitive information, including customer contact details, support case data, and, in some cases, credentials such as AWS access keys and passwords. Prominent companies like Cloudflare, Zscaler, and Palo Alto Networks were among those affected. The attackers, identified as the group "Scattered Lapsus$ Hunters," demanded nearly $1 billion in ransom to prevent the public release of the stolen data. This incident underscores the critical vulnerabilities associated with third-party integrations and the importance of robust security measures to protect against supply chain attacks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Financial Services8 months ago

Understanding the 2026 ClickFix DNS PowerShell Attack

In February 2026, a new variant of the ClickFix social engineering attack emerged, exploiting DNS queries to deliver malicious payloads. Attackers deceived users into executing an 'nslookup' command via the Windows Run dialog, which queried an attacker-controlled DNS server. The server responded with a DNS record containing a malicious PowerShell script, leading to the installation of malware, including the remote access trojan ModeloRAT. This method allowed attackers to blend malicious activities within normal DNS traffic, evading traditional detection mechanisms. This incident underscores the evolving sophistication of social engineering attacks, highlighting the need for heightened awareness and advanced security measures. The use of DNS as a delivery mechanism signifies a shift in attacker tactics, emphasizing the importance of monitoring DNS traffic and educating users about the risks of executing unsolicited commands.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(low)

IImpact(low)

Read report

Apparel/Fashion8 months ago

ShinyHunters Expose 600K Canada Goose Customer Records in 2026 Data Breach

In February 2026, the cybercriminal group ShinyHunters claimed responsibility for exfiltrating over 600,000 customer records from Canada Goose, a luxury outerwear brand. The compromised data includes personal information such as names, email addresses, phone numbers, billing and shipping addresses, IP addresses, and order histories. Additionally, partial payment card information, including card brands and the last four digits of card numbers, was exposed. Canada Goose has stated that the dataset appears to relate to past customer transactions and that there is no evidence of a breach of its own systems. The company is currently reviewing the dataset to assess its accuracy and scope. This incident underscores the persistent threat posed by data extortion groups like ShinyHunters, who have been linked to numerous high-profile breaches targeting e-commerce platforms and cloud environments. Organizations are urged to enhance their cybersecurity measures, particularly in securing customer data and monitoring third-party service providers, to mitigate the risk of such attacks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(high)

IImpact(high)

Read report

Banking/Mortgage8 months ago

Google Patches Actively Exploited Chrome Zero-Day Vulnerability CVE-2026-2441

In February 2026, Google addressed a high-severity zero-day vulnerability in Chrome, identified as CVE-2026-2441. This use-after-free flaw in the browser's CSS component allowed attackers to execute arbitrary code by enticing users to visit malicious websites. The vulnerability was actively exploited in the wild, prompting Google to release emergency updates for Windows, macOS, and Linux platforms. Users were urged to update their browsers immediately to mitigate potential risks. This incident underscores the persistent threat posed by zero-day vulnerabilities in widely used software. The rapid exploitation of such flaws highlights the need for continuous vigilance and prompt patching to protect against emerging cyber threats.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(low)

Read report

Government Administration8 months ago

BeyondTrust 2026 Remote Code Execution Vulnerability: Immediate Action Required

In February 2026, BeyondTrust disclosed a critical remote code execution (RCE) vulnerability, identified as CVE-2026-1731, affecting its Remote Support (RS) and Privileged Remote Access (PRA) products. This flaw, with a CVSS score of 9.9, allows unauthenticated attackers to execute operating system commands remotely, potentially leading to full system compromise. The vulnerability impacts RS versions 25.3.1 and earlier, and PRA versions 24.3.4 and earlier. BeyondTrust issued patches on February 2, 2026, urging all customers, especially those with self-hosted instances not subscribed to automatic updates, to apply the patches promptly. ([beyondtrust.com](https://www.beyondtrust.com/trust-center/security-advisories/bt26-02?utm_source=openai)) The urgency of this situation is underscored by the U.S. Cybersecurity and Infrastructure Security Agency's (CISA) directive for federal agencies to secure their BeyondTrust instances within three days, highlighting the active exploitation of this vulnerability in the wild. ([techradar.com](https://www.techradar.com/pro/security/cisa-tells-agencies-to-patch-beyondtrust-bug-now?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

Information Technology/IT8 months ago

OpenClaw 2026: A Cautionary Tale of AI Assistant Security

In early 2026, the OpenClaw AI assistant platform, formerly known as ClawdBot and MoltBot, experienced a significant security breach. Over 340 malicious 'skills' were uploaded to its ClawHub marketplace, many disguised as cryptocurrency tools. These skills, once installed, executed obfuscated commands leading to the deployment of the Atomic macOS Stealer (AMOS) malware. This malware targeted sensitive user data, including API keys, wallet private keys, SSH credentials, and browser passwords. The rapid adoption of OpenClaw, with over 30,000 online instances by late January 2026, coupled with minimal security oversight, facilitated this large-scale supply chain attack. ([aviatrix.ai](https://aviatrix.ai/threat-research-center/openclaw-2026-clawhub-malicious-skills/?utm_source=openai)) This incident underscores the growing trend of cybercriminals exploiting AI assistant platforms to distribute malware. The integration of AI agents into daily workflows, especially in sectors like cryptocurrency trading, presents new attack vectors. Organizations must prioritize the security of AI ecosystems, ensuring rigorous vetting of third-party extensions and continuous monitoring to mitigate such threats.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Hospitality8 months ago

Washington Hotel Japan Ransomware Attack: A 2026 Case Study

In February 2026, Washington Hotel, a prominent hospitality chain in Japan, experienced a ransomware attack that compromised its servers and exposed various business data. The breach occurred on February 13, 2026, at 22:00 local time. Upon detection, the IT staff promptly disconnected the affected servers from the internet to prevent further spread. An internal task force, along with external cybersecurity experts, was established to assess the impact and coordinate recovery efforts. While customer data is believed to be secure, as it is stored on separate servers managed by a different company, some operational disruptions, including temporary unavailability of credit card terminals, were reported. The financial impact is under review, and the company is collaborating with law enforcement and cybersecurity professionals to investigate the incident. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/washington-hotel-in-japan-discloses-ransomware-infection-incident/?utm_source=openai)) This incident underscores the escalating threat of ransomware attacks targeting the hospitality industry, particularly in Japan. Recent data indicates a significant increase in such attacks, with small and medium-sized enterprises being primary targets. The Washington Hotel breach highlights the urgent need for robust cybersecurity measures and proactive strategies to mitigate the risks associated with ransomware and other cyber threats. ([linkedin.com](https://www.linkedin.com/pulse/ransomware-attacks-targeting-japanese-companies-increase-baek-glpcc?utm_source=openai))

Medium impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Government Administration8 months ago

ZeroDayRAT: The New Mobile Spyware Threatening Device Security

In early February 2026, cybersecurity researchers identified ZeroDayRAT, a sophisticated mobile spyware platform being sold openly on Telegram. This malware grants attackers full remote control over Android (versions 5 through 16) and iOS devices (up to iOS 26, including the iPhone 17 Pro). Once installed via smishing, phishing emails, or malicious app stores, ZeroDayRAT enables comprehensive surveillance, including GPS tracking, message interception, live camera and microphone access, keylogging, and financial theft targeting banking and cryptocurrency applications. The spyware's user-friendly control panel allows even non-technical operators to exploit compromised devices effectively. ([securityweek.com](https://www.securityweek.com/new-zerodayrat-spyware-kit-enables-total-compromise-of-ios-android-devices/?utm_source=openai)) The emergence of ZeroDayRAT signifies a concerning trend where advanced surveillance tools, previously accessible only to nation-state actors, are now available to a broader range of cybercriminals. This development underscores the urgent need for enhanced mobile security measures and user vigilance to prevent unauthorized access and data breaches. ([securityweek.com](https://www.securityweek.com/new-zerodayrat-spyware-kit-enables-total-compromise-of-ios-android-devices/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Transportation8 months ago

Eurail 2026 Data Breach: What You Need to Know

In January 2026, Eurail B.V., the operator of the Interrail ticketing platform, experienced a security breach resulting in unauthorized access to customer data. The compromised information includes names, contact details, passport information, and, for some DiscoverEU participants, bank account references and health data. Upon discovery, Eurail secured its systems, initiated an investigation with external cybersecurity specialists, and began notifying affected customers and regulatory authorities. As of mid-January 2026, there is no evidence of data misuse or public disclosure. This incident underscores the critical importance of robust cybersecurity measures in the travel industry, especially given the sensitive nature of the data involved. Organizations must remain vigilant against evolving cyber threats and ensure compliance with data protection regulations to safeguard customer information.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Government Administration8 months ago

Lithuania's Digital Infrastructure Compromised by AI-Driven Social Engineering Attacks in 2026

In early 2026, Lithuania faced a surge in AI-driven social engineering attacks targeting its digital infrastructure. Cybercriminals utilized advanced AI tools to craft highly personalized phishing campaigns, deepfake videos, and voice-cloned calls, deceiving individuals into divulging sensitive information. These sophisticated attacks led to significant data breaches across various sectors, including finance and public services, compromising personal data and undermining trust in digital platforms. This incident underscores the escalating threat of AI-enhanced cyber fraud, highlighting the need for robust cybersecurity measures and public awareness. As AI technologies become more accessible, the potential for their misuse in cyberattacks grows, necessitating proactive defense strategies and continuous monitoring to safeguard digital ecosystems.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(medium)

IImpact(low)

Read report

Financial Services8 months ago

Google Chrome Zero-Day Exploit CVE-2026-2441 Patched

In February 2026, Google addressed a high-severity vulnerability in its Chrome browser, identified as CVE-2026-2441. This use-after-free flaw in the CSS component allowed remote attackers to execute arbitrary code within the browser's sandbox via crafted HTML pages. Security researcher Shaheen Fazim reported the issue on February 11, 2026, and Google released patches for Windows, macOS, and Linux shortly thereafter. The vulnerability was actively exploited in the wild, though specific details about the attacks remain undisclosed. This incident underscores the persistent threat posed by zero-day vulnerabilities in widely used software. The exploitation of CVE-2026-2441 highlights the importance of timely software updates and robust security practices. Users are urged to ensure their browsers are updated to the latest versions to mitigate potential risks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Financial Services8 months ago

Outlook Add-In Hijack Exposes 4,000 Microsoft Accounts

In early February 2026, a threat actor exploited an abandoned Microsoft Outlook add-in named AgreeTo, originally a meeting scheduling tool, to conduct a phishing campaign. By claiming the add-in's orphaned URL, the attacker replaced its content with a phishing kit that mimicked Microsoft's sign-in page, leading to the compromise of over 4,000 Microsoft account credentials. This incident underscores the risks associated with unmaintained third-party applications and highlights the need for rigorous oversight of software supply chains. The attack also demonstrates how adversaries can leverage trusted platforms to distribute malicious content, emphasizing the importance of continuous monitoring and validation of third-party integrations.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

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

Salesloft Drift Breach 2025: A Wake-Up Call for SaaS Security

Understanding the 2026 ClickFix DNS PowerShell Attack

ShinyHunters Expose 600K Canada Goose Customer Records in 2026 Data Breach

Google Patches Actively Exploited Chrome Zero-Day Vulnerability CVE-2026-2441

BeyondTrust 2026 Remote Code Execution Vulnerability: Immediate Action Required

OpenClaw 2026: A Cautionary Tale of AI Assistant Security

Washington Hotel Japan Ransomware Attack: A 2026 Case Study

ZeroDayRAT: The New Mobile Spyware Threatening Device Security

Eurail 2026 Data Breach: What You Need to Know

Lithuania's Digital Infrastructure Compromised by AI-Driven Social Engineering Attacks in 2026

Google Chrome Zero-Day Exploit CVE-2026-2441 Patched

Outlook Add-In Hijack Exposes 4,000 Microsoft Accounts

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

Salesloft Drift Breach 2025: A Wake-Up Call for SaaS Security

Understanding the 2026 ClickFix DNS PowerShell Attack

ShinyHunters Expose 600K Canada Goose Customer Records in 2026 Data Breach

Google Patches Actively Exploited Chrome Zero-Day Vulnerability CVE-2026-2441

BeyondTrust 2026 Remote Code Execution Vulnerability: Immediate Action Required

OpenClaw 2026: A Cautionary Tale of AI Assistant Security

Washington Hotel Japan Ransomware Attack: A 2026 Case Study

ZeroDayRAT: The New Mobile Spyware Threatening Device Security

Eurail 2026 Data Breach: What You Need to Know

Lithuania's Digital Infrastructure Compromised by AI-Driven Social Engineering Attacks in 2026

Google Chrome Zero-Day Exploit CVE-2026-2441 Patched

Outlook Add-In Hijack Exposes 4,000 Microsoft Accounts

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?