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 2425 to 2436 of 6903 threat reports

Financial Services4 months ago

ARToken PhaaS Unveiled: A New Threat to Microsoft 365 Security

In July 2026, Cisco Talos researchers uncovered 'ARToken,' a phishing-as-a-service (PhaaS) platform affiliated with the EvilTokens phishing toolkit. ARToken enables attackers to compromise Microsoft 365 accounts by stealing authentication tokens, establishing persistent access via Primary Refresh Tokens (PRTs), and accessing services like Outlook, SharePoint, and OneDrive. The platform also automates business email compromise (BEC) operations and deploys phishing infrastructure through Cloudflare Workers. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/artoken-phaas-exposes-eviltokens-microsoft-365-phishing-toolkit/?utm_source=openai)) This incident highlights the evolving sophistication of phishing platforms, which now offer advanced capabilities to bypass multi-factor authentication and maintain prolonged access to compromised accounts. Organizations must enhance their security measures to counteract these advanced 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/Engineering4 months ago

North Korean Malicious npm Packages Mimic Rollup Polyfills to Steal Developer Secrets

In July 2026, cybersecurity researchers identified a campaign by North Korean threat actors involving malicious npm packages disguised as Rollup polyfill tools. These packages, including 'rollup-packages-polyfill-core' and 'rollup-runtime-polyfill-core,' closely mimicked legitimate projects to deceive developers. Upon installation, they executed hidden scripts that established remote access and exfiltrated sensitive data such as credentials for AWS, Azure, and cryptocurrency wallets. The attack leveraged a multi-stage delivery mechanism, with initial packages installing secondary payloads that fetched and executed malicious code from external servers. This approach enabled the attackers to evade detection and maintain persistence on compromised systems. ([thehackernews.com](https://thehackernews.com/2026/07/north-korea-linked-npm-packages-mimic.html?utm_source=openai)) This incident underscores a growing trend of sophisticated supply chain attacks targeting open-source ecosystems. By compromising widely used development tools, attackers can infiltrate numerous organizations, highlighting the critical need for enhanced vigilance and security measures in software development practices.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Defense/Space4 months ago

Critical Vulnerabilities in FatFs Expose Millions of Embedded Devices

In July 2026, security firm runZero disclosed seven vulnerabilities in FatFs, a widely used filesystem library for FAT and exFAT formats. These flaws, present in devices like security cameras, drones, and industrial controllers, allow attackers to exploit crafted storage media to corrupt memory and execute arbitrary code. The vulnerabilities, rated Medium to High severity, include issues like integer overflows and buffer overflows, leading to potential device crashes or unauthorized code execution. Notably, CVE-2026-6682 involves an integer overflow during FAT32 volume mounting, which can result in memory corruption and code execution. ([thehackernews.com](https://thehackernews.com/2026/07/unpatched-flaws-disclosed-in-filesystem.html?utm_source=openai)) The widespread use of FatFs in embedded systems, combined with the lack of upstream fixes and the absence of a responsive maintainer, poses significant security risks. Devices relying on FatFs remain vulnerable, and the exploitation of these flaws could lead to persistent operational denial of service or device bricking. Organizations must assess their exposure and implement mitigations to protect against potential attacks. ([thehackernews.com](https://thehackernews.com/2026/07/unpatched-flaws-disclosed-in-filesystem.html?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Information Technology/IT4 months ago

Unprivileged Users Can Gain Root Access via 'Bad Epoll' Vulnerability in Linux Kernel

In July 2026, a critical vulnerability known as 'Bad Epoll' (CVE-2026-46242) was disclosed in the Linux kernel's eventpoll subsystem. This use-after-free flaw allows unprivileged users to escalate their privileges to root, affecting Linux desktops, servers, and Android devices. The vulnerability arises from a race condition where two kernel components attempt to free the same memory object simultaneously, leading to memory corruption and potential system compromise. A proof-of-concept exploit demonstrates a high success rate in achieving root access, even from within restrictive environments like Chrome's renderer sandbox. The discovery of 'Bad Epoll' underscores the challenges in detecting complex race-condition vulnerabilities within critical system components. Despite prior identification of similar flaws by advanced AI models, this particular issue remained undetected, highlighting the need for continuous and comprehensive security assessments. Organizations are urged to apply the available patches promptly to mitigate potential exploitation risks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Financial Services4 months ago

Unveiling Avalon: The AI-Assisted Malware Framework with Ransomware Capabilities

In July 2026, cybersecurity researchers identified a new modular malware framework named Avalon, which is distributed through a sophisticated multi-stage phishing campaign. This framework integrates various malicious functionalities, including credential harvesting, lateral movement, remote access, system recovery disruption, and ransomware deployment. The ransomware component, dubbed CrownX, encrypts critical files and delivers ransom notes with payment instructions and deadlines. The attack initiates with a deceptive email containing a link to a password-protected archive on Proton Drive. Within this archive, an ISO image houses a Windows Shortcut file that, when executed, triggers a sequence leading to Avalon's deployment. Avalon employs advanced evasion techniques to bypass detection by security tools from vendors such as Microsoft Defender, SentinelOne, and CrowdStrike. It also targets data from browsers, cryptocurrency wallets, and communication applications, exfiltrating information to a remote server. Additionally, Avalon disrupts system recovery by terminating Volume Shadow Copy Service and deleting shadow copies, complicating incident response efforts. The emergence of Avalon underscores the increasing sophistication of malware threats, particularly those leveraging artificial intelligence to streamline development and enhance capabilities. This trend highlights the need for organizations to adopt proactive security measures, including employee training on phishing awareness, robust endpoint protection, and comprehensive incident response plans to mitigate the risks posed by such advanced threats.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Telecommunications4 months ago

FBI Dismantles NetNut Proxy Network and Popa Botnet in 2026

In July 2026, the FBI, in collaboration with industry partners including Google and Lumen Technologies, seized hundreds of domains associated with NetNut, a residential proxy service operated by Alarum Technologies. This action disrupted the Popa botnet, which had compromised over two million devices, such as smart TVs and streaming boxes, turning them into proxy nodes for cybercriminal activities like content scraping, advertising fraud, and account takeovers. The takedown significantly degraded NetNut's proxy network and business operations, reducing the pool of compromised devices by millions. This incident underscores the persistent threat posed by residential proxy networks exploited by cybercriminals to mask malicious activities. The collaboration between law enforcement and industry partners highlights the importance of coordinated efforts in combating such threats. Organizations should remain vigilant and implement robust security measures to protect against similar vulnerabilities.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer/Network Security4 months ago

FortiBleed Campaign's Link to Inc and Lynx Ransomware Groups Unveiled

In July 2026, the FortiBleed campaign, initially identified as a credential-harvesting operation targeting Fortinet FortiGate firewalls, was linked to ransomware-as-a-service groups Inc Ransom and Lynx. SOCRadar researchers discovered that an operator within the FortiBleed infrastructure was actively engaged in ransom negotiations for both groups, indicating that credentials obtained through FortiBleed were being utilized for ransomware deployment. The campaign compromised approximately 12,000 FortiGate devices, with at least 12 confirmed ransomware deployments resulting in hundreds of encrypted endpoints across affected organizations. ([darkreading.com](https://www.darkreading.com/threat-intelligence/fortibleed-actors-inc-lynx-ransomware-gangs?utm_source=openai)) This incident underscores the evolving threat landscape where initial access brokers collaborate with ransomware operators, amplifying the risk to organizations. The exploitation of network security devices as entry points highlights the critical need for robust perimeter defenses and vigilant monitoring to prevent unauthorized access and subsequent ransomware attacks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Pharmaceuticals4 months ago

Interpol Impersonation Ransomware Targets Small Businesses in 2026

In July 2026, a ransomware campaign targeted small businesses across multiple regions, including the US, Europe, Asia, and the Middle East. Attackers impersonated Interpol officials, sending phishing emails that claimed the recipient's organization was under investigation for suspicious activity. These emails urged recipients to download a password-protected archive from Proton Drive, purportedly containing evidence. Upon opening, the archive delivered a ransomware payload disguised as a video file, encrypting local systems and prompting victims to contact the attackers via the Tox messaging platform to negotiate payment. ([darkreading.com](https://www.darkreading.com/cyberattacks-data-breaches/attackers-use-interpol-lure-target-small-businesses?utm_source=openai)) This incident underscores the increasing trend of cybercriminals leveraging social engineering tactics to exploit small businesses, which often lack dedicated cybersecurity resources. The campaign highlights the need for heightened awareness and robust security measures to defend against such deceptive attacks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(low)

LMLateral Movement(low)

C&CCommand & Control(high)

EExfiltration(low)

IImpact(high)

Read report

Computer Software/Engineering4 months ago

Chinese AI Models Redefine Cybersecurity Landscape

In June 2026, Chinese companies Zhipu AI and 360 Security Technology released advanced AI models—GLM-5.2 and Tulongfeng, respectively—that significantly enhance vulnerability discovery capabilities. GLM-5.2, an open-weight model, demonstrated performance on par with leading U.S. models like Anthropic's Mythos in identifying software vulnerabilities. Tulongfeng, described as China's version of Mythos, reportedly identified over 3,400 vulnerabilities, with 105 acknowledged by the Chinese government. These developments underscore a rapid advancement in AI-driven cybersecurity tools within China, potentially altering the global cybersecurity landscape. ([techradar.com](https://www.techradar.com/pro/security/chinese-cybersecurity-company-360-unveils-chinas-version-of-mythos-and-yitianzhen-to-automate-cyber-defense?utm_source=openai)) The emergence of these models highlights the increasing accessibility of sophisticated AI tools for both defenders and attackers. The open-source nature of GLM-5.2 raises concerns about potential misuse by malicious actors, as it allows for modification and deployment without restrictions. This trend necessitates a reassessment of current cybersecurity strategies to address the evolving threat landscape posed by AI-enhanced capabilities. ([axios.com](https://www.axios.com/2026/06/25/china-glm-52-open-source-hackers?utm_source=openai))

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Government Administration4 months ago

Iranian Cybercriminal Arrested for $3.4 Billion in Damages

In June 2026, Montenegrin authorities, in collaboration with the FBI, arrested a 39-year-old dual Iranian and Turkish citizen in Kotor. The individual is accused of orchestrating mass cyberattacks since 2013, targeting over 150 U.S. universities and causing damages exceeding $3.4 billion. The stolen data reportedly benefited Iran's Islamic Revolutionary Guard Corps and various Iranian state entities. Extradition proceedings are underway in Montenegro's capital, Podgorica. This arrest underscores the persistent threat posed by state-sponsored cyber activities and highlights the importance of international cooperation in combating cybercrime. Organizations should remain vigilant and enhance their cybersecurity measures to protect against such sophisticated attacks.

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/Engineering4 months ago

PamStealer: A New Threat to macOS Users in 2026

In July 2026, cybersecurity researchers identified a new macOS malware named PamStealer, which masquerades as the legitimate Maccy clipboard manager. Distributed through fake websites, PamStealer employs a two-stage attack chain: an initial AppleScript lure that bypasses macOS's quarantine protections, followed by a Rust-based payload. This payload validates user credentials via macOS's Pluggable Authentication Modules (PAM) before exfiltrating sensitive data, including browser cookies, clipboard contents, and cryptocurrency wallet information. The malware also establishes persistence by creating login items and disguises itself as system components to evade detection. The emergence of PamStealer underscores a growing trend of sophisticated macOS-targeted malware that leverages native system features to enhance stealth and effectiveness. This development highlights the need for macOS users to exercise caution when downloading software and to remain vigilant against increasingly advanced social engineering tactics.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(low)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Government Administration4 months ago

European Parliament Member Targeted with Pegasus Spyware During Investigation

In October 2022 and March 2023, former Member of the European Parliament (MEP) Stelios Kouloglou's mobile device was infiltrated with Pegasus spyware while he was serving on the PEGA committee, which was investigating the misuse of such surveillance tools within the European Union. The Citizen Lab's forensic analysis confirmed these infections, indicating that attackers potentially accessed confidential committee documents and deliberations. The specific government or entity responsible for these attacks remains unidentified. ([citizenlab.ca](https://citizenlab.ca/research/member-of-committee-investigating-spyware-hacked-with-pegasus/?utm_source=openai)) This incident underscores the escalating threat of sophisticated spyware targeting high-profile individuals, including those involved in oversight and investigative roles. It highlights the urgent need for robust cybersecurity measures and regulatory frameworks to protect sensitive information and uphold democratic processes. ([theguardian.com](https://www.theguardian.com/world/2026/jul/03/spyware-used-against-mep-investigating-pegasus-abuses-report-finds?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

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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

ARToken PhaaS Unveiled: A New Threat to Microsoft 365 Security

North Korean Malicious npm Packages Mimic Rollup Polyfills to Steal Developer Secrets

Critical Vulnerabilities in FatFs Expose Millions of Embedded Devices

Unprivileged Users Can Gain Root Access via 'Bad Epoll' Vulnerability in Linux Kernel

Unveiling Avalon: The AI-Assisted Malware Framework with Ransomware Capabilities

FBI Dismantles NetNut Proxy Network and Popa Botnet in 2026

FortiBleed Campaign's Link to Inc and Lynx Ransomware Groups Unveiled

Interpol Impersonation Ransomware Targets Small Businesses in 2026

Chinese AI Models Redefine Cybersecurity Landscape

Iranian Cybercriminal Arrested for $3.4 Billion in Damages

PamStealer: A New Threat to macOS Users in 2026

European Parliament Member Targeted with Pegasus Spyware During Investigation

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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Resources

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Company

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Security & Legal

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

ARToken PhaaS Unveiled: A New Threat to Microsoft 365 Security

North Korean Malicious npm Packages Mimic Rollup Polyfills to Steal Developer Secrets

Critical Vulnerabilities in FatFs Expose Millions of Embedded Devices

Unprivileged Users Can Gain Root Access via 'Bad Epoll' Vulnerability in Linux Kernel

Unveiling Avalon: The AI-Assisted Malware Framework with Ransomware Capabilities

FBI Dismantles NetNut Proxy Network and Popa Botnet in 2026

FortiBleed Campaign's Link to Inc and Lynx Ransomware Groups Unveiled

Interpol Impersonation Ransomware Targets Small Businesses in 2026

Chinese AI Models Redefine Cybersecurity Landscape

Iranian Cybercriminal Arrested for $3.4 Billion in Damages

PamStealer: A New Threat to macOS Users in 2026

European Parliament Member Targeted with Pegasus Spyware During Investigation

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?