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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
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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 3661 to 3672 of 5264

Malicious Chrome Extensions Steal Credentials in 2024 Supply-Chain Attack
Impact· medium
Malicious Chrome Extensions Steal Credentials in 2024 Supply-Chain Attack

In June 2024, security researchers discovered two malicious Chrome extensions, 'Phantom Shuttle,' available in the official Web Store, that masqueraded as proxy service plugins but instead hijacked users’ browser sessions. Once installed, these extensions intercepted sensitive user data—including login credentials—by redirecting and manipulating network traffic. By deploying the extensions within the Chrome browser ecosystem, threat actors leveraged a trusted supply-chain vector to reach a broad user base without raising immediate suspicion, resulting in widespread data theft before the plugins were reported and removed. This incident highlights the persistent risks associated with supply-chain compromise in browser extension ecosystems. Attackers increasingly exploit official platforms like Chrome’s Web Store to distribute malicious tools, circumvent traditional network defenses, and exfiltrate credentials, underscoring the need for robust extension vetting, user education, and advanced detection capabilities.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(low)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(medium)
Read Report
Urban VPN Proxy Secretly Harvests AI Chat Data in Major 2025 Breach
Impact· high
Urban VPN Proxy Secretly Harvests AI Chat Data in Major 2025 Breach

In December 2025, security researchers revealed that Urban VPN, a widely used proxy extension, was surreptitiously intercepting conversations across multiple major AI platforms including ChatGPT, Claude, Gemini, and others. The extension embedded specialized scripts to harvest every prompt, response, and session identifier, regardless of VPN connectivity, compromising the privacy of millions of users. This covert data collection occurred without user awareness or consent, and the only available mitigation was uninstalling the extension altogether. Widespread harvesting of AI chat data raised severe concerns over data confidentiality and regulatory non-compliance. This incident underscores the increasing exploitation of browser extensions as attack vectors, especially as user reliance on generative AI tools for sensitive communications grows. The lack of transparency and opt-out mechanisms amplifies exposure to data-harvesting malware and highlights urgent needs for enhanced supply-chain vetting and detective controls in both enterprise and consumer environments.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(high)
Read Report
INTERPOL’s Landmark Crackdown: 574 Cybercrime Arrests across Africa in Operation Sentinel
Impact· medium
INTERPOL’s Landmark Crackdown: 574 Cybercrime Arrests across Africa in Operation Sentinel

In November 2025, INTERPOL coordinated Operation Sentinel across 19 African nations, resulting in the arrest of 574 suspected cybercriminals and recovery of $3 million. The operation targeted major cybercrime networks involved in business email compromise (BEC), digital extortion, and related ransomware campaigns. Notably, a Ukrainian national associated with ransomware operations pled guilty, highlighting the global breadth of these criminal networks. The operation uncovered sophisticated use of encrypted communication and lateral movement tactics to evade detection, impacting financial institutions and businesses across the continent. The crackdown underscores the evolving nature of cybercrime, with attackers leveraging advanced techniques and international collaboration among law enforcement agencies rising in response. Increased BEC and ransomware threats have pressed organizations in Africa and globally to evaluate existing cybersecurity and compliance controls.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
How Phantom Shuttle Chrome Extensions Undermined Enterprise Security with Man-in-the-Middle Attacks
Impact· medium
How Phantom Shuttle Chrome Extensions Undermined Enterprise Security with Man-in-the-Middle Attacks

In December 2025, cybersecurity researchers discovered two versions of a Google Chrome extension named 'Phantom Shuttle' that secretly intercepted network traffic and stole user credentials from over 170 targeted domains. Masquerading as a legitimate VPN and speed test tool, these browser add-ons leveraged proxy permissions and malicious JavaScript code to inject authentication credentials and enable man-in-the-middle attacks. Users paid for subscriptions believing they were purchasing a secure service, while in reality, their web traffic, including passwords, authentication cookies, credit card information, API keys, and browsing histories, was exfiltrated continuously to a threat actor-controlled command-and-control server. The operation leveraged a subscription model and payment integrations via Alipay and WeChat, while traffic was routed through threat actor proxies managed via PAC scripts. This incident highlights a growing trend of browser extension abuse, with attackers monetizing malicious add-ons under the guise of productivity or security tools. With enterprise users increasingly utilizing browser extensions for business workflows, unmanaged browser risk is rapidly becoming a critical threat to organizational data security and compliance.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(medium)
Read Report
Amazon Thwarts Massive North Korean IT Job Scam: Lessons in Zero Trust and Insider Defense
Impact· medium
Amazon Thwarts Massive North Korean IT Job Scam: Lessons in Zero Trust and Insider Defense

In 2024, Amazon confronted a surge of over 1,800 suspected North Korean state-sponsored IT job scammers who attempted to infiltrate the company’s workforce through fraudulent job applications. The attackers used sophisticated social engineering and impersonation tactics to pose as legitimate IT professionals, seeking remote work to gain internal access or sensitive data. Amazon’s security and HR teams collaborated to detect anomalies, verify identities, and block the hiring process for the fraudulent profiles, successfully preventing insider threats and potential exploitation of corporate assets. The operation underscores the increasing complexity and scale of employment-based attack vectors. This incident is particularly relevant as cybercriminals and nation-state actors are increasingly leveraging remote work trends and IT labor shortages to execute social engineering intrusions. It highlights the need for enhanced workforce vetting, robust anomaly detection, and proactive segmentation to protect organizations from evolving insider and supply chain threats.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Mitsubishi Electric ICS Flaw in 2025 Highlights Need for Encrypted Traffic
Impact· low
Mitsubishi Electric ICS Flaw in 2025 Highlights Need for Encrypted Traffic

In December 2025, the Cybersecurity and Infrastructure Security Agency (CISA) released an advisory detailing a critical vulnerability affecting Mitsubishi Electric Air Conditioning Systems that are widely deployed in industrial environments. The issue, cataloged as ICSA-25-177-01, centers on insufficient encryption for industrial control system (ICS) communications, exposing unencrypted traffic that could be intercepted and manipulated by malicious actors. If exploited, this vulnerability could enable attackers to intercept sensitive data or issue unauthorized commands to affected ICS devices, putting essential infrastructure operations at risk. Immediate mitigation steps were recommended for organizations to safeguard operational technology environments and prevent exploitation. This incident draws attention to the persistent risks of unencrypted or poorly protected network traffic within legacy ICS deployments. As digital transformation accelerates and threat actors increasingly target critical infrastructure, robust encrypted traffic solutions and segmentation controls are vital to ensure compliance and operational resilience.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(low)
LM
Lateral Movement(low)
C&C
Command & Control(low)
E
Exfiltration(low)
I
Impact(low)
Read Report
Threat Actors Exploit Zero-Day Vulnerability in WatchGuard Firebox Devices
Impact· low
Threat Actors Exploit Zero-Day Vulnerability in WatchGuard Firebox Devices

In early 2024, cybercriminals exploited a previously unknown zero-day vulnerability in WatchGuard Firebox firewall devices, enabling unauthorized remote access and control over affected appliances. Attackers leveraged this flaw to bypass authentication, deploy malware, and establish persistent footholds within targeted organizational networks. The campaign resulted in potential data breaches, service disruptions, and exposure of sensitive internal traffic due to compromised network perimeters. WatchGuard has since released urgent patches and guidance, while security teams raced to detect and remediate compromised devices. This incident highlights the persistent targeting of edge security appliances by advanced threat actors and the speed at which zero-day exploits are weaponized. As remote work and hybrid cloud adoption surge, organizations must prioritize rapid patching and enhanced detection to mitigate risks posed by critical perimeter vulnerabilities.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(low)
Read Report
Remote Code Execution Risk in Windows Imaging Component: Deep Dive into CVE-2025-50165
Impact· low
Remote Code Execution Risk in Windows Imaging Component: Deep Dive into CVE-2025-50165

In November 2025, researchers exposed a critical vulnerability (CVE-2025-50165) in the Windows Imaging Component, specifically affecting WindowsCodecs.dll. The flaw arises from the mishandling of 12-bit and 16-bit JPG image encoding, where uninitialized function pointers could lead to a remote code execution (RCE) scenario. Attackers could theoretically trigger the vulnerability when a vulnerable application (such as Microsoft Photos or other image-processing tools) attempts to (re-)encode specially crafted JPG files. However, exploitation is complex and requires precise conditions—such as address leaks and heap control—making real-world attacks unlikely. Microsoft and library maintainers released patches to address the flaw by initializing pointers and adding error checks. This case highlights persistent risks in legacy image-processing libraries and the importance of timely patching. With software supply chains increasingly relying on third-party components, vulnerabilities in popular libraries can have broad implications, especially as adversaries probe for new entry points through common file formats.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(low)
LM
Lateral Movement(low)
C&C
Command & Control(low)
E
Exfiltration(low)
I
Impact(low)
Read Report
How Russian State-Sponsored Cyberattacks Targeted Denmark’s Critical Infrastructure and Elections in 2024
Impact· high
How Russian State-Sponsored Cyberattacks Targeted Denmark’s Critical Infrastructure and Elections in 2024

In December 2025, Danish authorities attributed two major cyberattacks in 2024 to Russian-backed groups. The first attack targeted a Danish water utility, causing significant operational disruption, and was attributed to Z-Pentest, a pro-Russian threat actor. The second involved a series of distributed denial-of-service (DDoS) attacks against Danish municipal and regional council websites on the eve of critical elections, orchestrated by NoName057(16), another threat group with ties to Russia. These incidents highlighted the vulnerabilities of critical infrastructure and democratic processes to foreign state-sponsored actors. The fallout from these attacks underscores a broader pattern of rising state-sponsored cyber operations targeting essential services and democratic institutions across Europe. Heightened geopolitical tensions and the growing sophistication of threat actors are driving urgent calls for improved cyber defenses and regulatory responses.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(low)
LM
Lateral Movement(low)
C&C
Command & Control(low)
E
Exfiltration(low)
I
Impact(high)
Read Report
Ascension 2024 Breach: How RC4’s Legacy Left Millions Exposed
Impact· medium
Ascension 2024 Breach: How RC4’s Legacy Left Millions Exposed

In May 2024, healthcare giant Ascension suffered a major data breach after threat actors exploited legacy support for the outdated RC4 encryption algorithm in Microsoft Windows environments. Attackers leveraged the well-known 'Kerberoasting' attack technique, enabled by RC4’s weak cryptography, to compromise credentials and move laterally between systems. This breach led to significant operational disruption across 140 hospitals, putting 5.6 million patient records at risk and critically impacting healthcare delivery. The incident highlighted the dangers of legacy cryptography persisting in critical infrastructure. The breach has brought renewed urgency to deprecate outdated cryptographic standards and accelerate upgrades within regulated industries. Regulatory scrutiny and increased attacker focus on cryptographic weaknesses make retiring end-of-life encryption technologies a top priority for all enterprises.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(medium)
Read Report
WatchGuard 2025 RCE Breach Exposes 115,000+ Firebox Firewalls Globally
Impact· medium
WatchGuard 2025 RCE Breach Exposes 115,000+ Firebox Firewalls Globally

In December 2025, a critical remote code execution (RCE) vulnerability, CVE-2025-14733, was disclosed impacting over 115,000 WatchGuard Firebox firewalls running Fireware OS. The flaw, residing in the OS iked process, allowed unauthenticated attackers to execute arbitrary code over the network when IKEv2 VPN was enabled. Actively exploited in the wild, the vulnerability placed thousands of organizations worldwide at risk of compromise. Shadowserver reported over 117,000 unpatched instances exposed online days after patches were released. U.S. federal agencies were ordered to patch affected firewalls within one week, with WatchGuard providing indicators of compromise, urgent mitigation steps, and guidance for customers unable to patch immediately. This incident underscores the persistent risk of edge device vulnerabilities and rapid attacker exploitation cycles. With federal mandates, ongoing zero-day disclosures, and increasingly sophisticated attack vectors targeting VPN and firewall infrastructure, organizations must prioritize timely patching and layered defenses to reduce exposure.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Global Enterprises Breached: Ukrainian Nefilim Ransomware Affiliate Exposed in 2024
Impact· high
Global Enterprises Breached: Ukrainian Nefilim Ransomware Affiliate Exposed in 2024

In December 2025, Ukrainian national Artem Aleksandrovych Stryzhak pleaded guilty to participating as an affiliate of the Nefilim ransomware gang, responsible for attacks on large enterprises across the U.S., Europe, and Australia between 2021 and 2022. Stryzhak and his accomplices, using custom-tailored ransomware, infiltrated businesses with revenues exceeding $100 million by exploiting online data gathering and targeting internal systems, leading to significant disruptions and ransom demands. Sensitive company data was threatened with public leaks to pressure victims into paying, amplifying both operational and reputational damage. U.S. authorities arrested Stryzhak in Spain in 2024, with sentencing scheduled for 2026. This incident exemplifies the continued operational sophistication and profitability of affiliate-based ransomware models. It also highlights evolving attacker methods that combine technical exploits with business intelligence gathering, and the increasing coordination among international law enforcement to counter cybercrime.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(high)
Read Report

Security Research & Insights

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

OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
anthropic
OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
Matt Snyder
Matt Snyder

Jul 31, 2026

12 min read
Read More
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
ai attack
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
Matt Snyder
Matt Snyder

Jul 21, 2026

12 min read
Read More
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
ai-insider
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
Sachin Saurabh
Sachin Saurabh

Jul 07, 2026

14 min read
Read More

Market Perspectives

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

What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust
What Could Have Stopped the 2023 MGM Breach v4
What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust
John Qian
John Qian

Jul 31, 2025

7 min read
Read More
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
Tom Davis
Tom Davis

Jun 25, 2025

7 min read
Read More

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.

Utilize the Network Layer

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.

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.

8
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.

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