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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 2905 to 2916 of 5196

L3Harris Executive Sentenced for Selling Zero-Day Exploits to Russian Broker
Impact· HIGH
L3Harris Executive Sentenced for Selling Zero-Day Exploits to Russian Broker

In February 2026, Peter Williams, a former executive at L3Harris's cyber division Trenchant, was sentenced to 87 months in prison for selling eight zero-day exploits to a Russian broker, Operation Zero. Over a three-year period, Williams stole proprietary cyber tools intended for exclusive use by the U.S. government and its allies, causing an estimated $35 million in losses to L3Harris. He received approximately $1.3 million in cryptocurrency for the stolen exploits, which he used to purchase luxury items. This case underscores the severe risks posed by insider threats within defense contracting firms, especially concerning sensitive cybersecurity tools. The incident highlights the critical need for robust internal security measures and monitoring to prevent unauthorized access and exfiltration of proprietary information. Additionally, the U.S. Department of the Treasury sanctioned Operation Zero and its founder, Sergey Zelenyuk, for their role in acquiring and distributing cyber tools harmful to U.S. national security.

5 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(high)
Read Report
VulnCheck 2025 Exploit Intelligence Report: Key Findings
Impact· CRITICAL
VulnCheck 2025 Exploit Intelligence Report: Key Findings

In 2025, VulnCheck identified over 40,000 newly published vulnerabilities, yet only 1% (approximately 422) were exploited in the wild. This highlights a significant challenge in vulnerability management, as defenders struggle to prioritize amidst the overwhelming volume of disclosed vulnerabilities. Notably, network edge devices accounted for 28% of the top targeted technologies, underscoring their critical role in organizational security. The rapid exploitation of vulnerabilities, with nearly a third being weaponized within 24 hours of disclosure, emphasizes the need for organizations to enhance their patch management processes and adopt proactive security measures to mitigate emerging threats effectively. ([vulncheck.com](https://www.vulncheck.com/blog/state-of-exploitation-2026?utm_source=openai))

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(medium)
I
Impact(high)
Read Report
Unveiling the 2025 Chinese ChatGPT Harassment Campaign
Impact· MEDIUM
Unveiling the 2025 Chinese ChatGPT Harassment Campaign

In 2025, OpenAI identified and disrupted a Chinese state-sponsored influence operation that utilized ChatGPT to orchestrate a global online harassment campaign targeting critics of the Chinese government. The operation involved generating and disseminating propaganda, crafting phishing emails, and impersonating U.S. officials to intimidate dissidents. The actors employed ChatGPT to create content in multiple languages, including English, Chinese, and Urdu, and to draft internal performance reviews detailing their activities. This campaign underscores the evolving use of AI tools in state-sponsored cyber operations, highlighting the need for vigilant monitoring and robust countermeasures to protect against such sophisticated threats.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(high)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(high)
Read Report
Lazarus Group's Medusa Ransomware Attacks on Healthcare in 2026
Impact· CRITICAL
Lazarus Group's Medusa Ransomware Attacks on Healthcare in 2026

In early 2026, the North Korean state-sponsored Lazarus Group initiated a series of cyberattacks targeting healthcare organizations in the United States and the Middle East using Medusa ransomware. These attacks involved deploying the ransomware to encrypt critical data, followed by ransom demands averaging $260,000. Notably, the group targeted a mental health nonprofit and an educational facility for autistic children in the U.S. ([theregister.com](https://www.theregister.com/2026/02/24/north_koreas_lazarus_group_healthcare_medusa_ransomware/?utm_source=openai)). The attackers utilized a suite of tools, including the Comebacker backdoor and Blindingcan remote access trojan, to infiltrate and compromise systems. ([scworld.com](https://www.scworld.com/news/north-koreas-lazarus-group-targets-us-middle-east-healthcare-sectors?utm_source=openai)) This incident underscores the Lazarus Group's continued evolution and adaptability in cyber warfare, highlighting the persistent threat posed by state-sponsored actors to critical infrastructure sectors. The healthcare industry's vulnerability to such attacks emphasizes the urgent need for enhanced cybersecurity measures and international cooperation to mitigate the risks associated with sophisticated ransomware campaigns.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(high)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(high)
Read Report
ShinyHunters Breach Exposes 6.2 Million Odido Customers in 2026
Impact· HIGH
ShinyHunters Breach Exposes 6.2 Million Odido Customers in 2026

In February 2026, Dutch telecommunications provider Odido suffered a significant data breach orchestrated by the cybercriminal group ShinyHunters. The attackers infiltrated Odido's customer service system, compromising sensitive personal information of approximately 6.2 million customers. The stolen data included full names, home addresses, email addresses, phone numbers, bank account numbers (IBAN), dates of birth, and identity document details such as passport and driver's license numbers. ShinyHunters threatened to release this data on the dark web unless a ransom was paid. Odido confirmed the breach and advised customers to remain vigilant for potential misuse of their personal information. ([scancomply.com](https://scancomply.com/blog/february-2026-data-breach-report?utm_source=openai)) This incident underscores the escalating threat posed by sophisticated cybercriminal groups like ShinyHunters, who have previously targeted major organizations worldwide. The breach highlights the critical need for robust cybersecurity measures, especially in sectors handling vast amounts of personal data. Organizations must prioritize the implementation of advanced security protocols and employee training to mitigate the risks associated with such targeted attacks.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(high)
Read Report
Critical Vulnerabilities in SolarWinds Serv-U Require Immediate Attention
Impact· HIGH
Critical Vulnerabilities in SolarWinds Serv-U Require Immediate Attention

In February 2026, SolarWinds disclosed four critical vulnerabilities in its Serv-U file transfer software, including CVE-2025-40538, a broken access control flaw allowing attackers with administrative privileges to create system admin users and execute arbitrary code as root. These vulnerabilities, each assigned a CVSS score of 9.1, could lead to full system compromise if exploited. SolarWinds released version 15.5.4 to address these issues. The disclosure underscores the persistent targeting of file transfer solutions by threat actors due to their access to sensitive data. Organizations are urged to promptly apply patches and review access controls to mitigate potential exploitation risks.

5 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
1Campaign: The Cloaking Service Fueling Malicious Google Ads
Impact· MEDIUM
1Campaign: The Cloaking Service Fueling Malicious Google Ads

In February 2026, cybersecurity researchers uncovered '1Campaign,' a sophisticated cloaking service that enables threat actors to run malicious Google Ads while evading detection. Managed by a developer known as 'DuppyMeister,' 1Campaign has been active for at least three years. The platform allows attackers to display benign content to security researchers and automated scanners, while serving malicious content to real users. This technique prolongs the lifespan of malicious ads, facilitating phishing and crypto-draining campaigns. The service offers a user-friendly dashboard for real-time visitor filtering based on geography, ISP, and device characteristics, effectively blocking over 99% of non-targeted traffic. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/1campaign-platform-helps-malicious-google-ads-evade-detection/?utm_source=openai)) The emergence of 1Campaign highlights a growing trend in cybercrime where attackers leverage advanced cloaking techniques to bypass traditional security measures. This development underscores the need for enhanced detection capabilities and adaptive security strategies to counteract increasingly sophisticated malvertising campaigns.

5 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
CarGurus Data Breach 2026: A Wake-Up Call for Cybersecurity
Impact· HIGH
CarGurus Data Breach 2026: A Wake-Up Call for Cybersecurity

In February 2026, CarGurus, a prominent online automotive marketplace, experienced a significant data breach orchestrated by the ShinyHunters hacking group. The attackers employed sophisticated voice phishing (vishing) techniques to deceive employees into providing access credentials, leading to the exfiltration of approximately 12.5 million customer records. The compromised data included names, email addresses, phone numbers, physical addresses, user account IDs, finance pre-qualification application data, finance application outcomes, dealer account details, and subscription information. This breach underscores the persistent threat posed by social engineering attacks and highlights the critical need for robust cybersecurity measures and employee training to prevent unauthorized access to sensitive information. The incident also reflects a broader trend of cybercriminals targeting large-scale databases through advanced social engineering tactics, emphasizing the importance of vigilance and proactive security strategies in safeguarding organizational and customer data.

5 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
Wynn Resorts Data Breach 2026: ShinyHunters' Latest Target
Impact· HIGH
Wynn Resorts Data Breach 2026: ShinyHunters' Latest Target

In February 2026, Wynn Resorts, a prominent Las Vegas-based hospitality company, confirmed a data breach involving unauthorized access to employee information. The cybercriminal group ShinyHunters claimed responsibility, alleging the theft of data affecting over 800,000 individuals. The compromised information reportedly includes names, email addresses, phone numbers, positions, salaries, start dates, and birth dates. ShinyHunters demanded a ransom of 23.34 Bitcoin (approximately $1.55 million) by February 23, 2026, threatening to release the data on the dark web if their demands were not met. Analysts suggest the breach may have exploited a vulnerability in Oracle PeopleSoft software, potentially through a compromised employee account. ([techradar.com](https://www.techradar.com/pro/security/top-las-vegas-hotel-is-the-latest-shinyhunters-ransomware-victim-hackers-demand-usd1-5-million-to-not-leak-data?utm_source=openai)) This incident underscores the escalating threat posed by sophisticated cybercriminal groups like ShinyHunters, who employ advanced social engineering techniques such as voice phishing (vishing) to infiltrate organizations. The breach highlights the critical need for robust cybersecurity measures, including regular system updates, comprehensive employee training on phishing tactics, and the implementation of multi-factor authentication to safeguard sensitive data.

5 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
Anthropic Uncovers Unauthorized Distillation Attacks by Chinese AI Firms in 2026
Impact· HIGH
Anthropic Uncovers Unauthorized Distillation Attacks by Chinese AI Firms in 2026

In February 2026, Anthropic, a U.S.-based AI company, reported that three Chinese AI firms—DeepSeek, Moonshot AI, and MiniMax—conducted large-scale distillation attacks to extract capabilities from its Claude AI model. These companies generated over 16 million interactions using approximately 24,000 fraudulent accounts, violating Anthropic's terms of service and regional access restrictions. The attacks focused on Claude's advanced features, including reasoning, coding, and tool use, aiming to enhance their own AI models without proper authorization. This incident underscores the escalating risks of intellectual property theft in the AI sector, particularly through distillation techniques. Such activities not only compromise proprietary technologies but also pose significant national security concerns, as models developed through illicit means may lack essential safety measures, potentially facilitating malicious applications.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(high)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(high)
Read Report
UnsolicitedBooker's Strategic Shift: Targeting Central Asian Telecoms with Advanced Backdoors
Impact· HIGH
UnsolicitedBooker's Strategic Shift: Targeting Central Asian Telecoms with Advanced Backdoors

In late 2025 and early 2026, the China-aligned threat actor UnsolicitedBooker targeted telecommunications companies in Kyrgyzstan and Tajikistan. The group employed sophisticated phishing campaigns to deploy two distinct backdoors, LuciDoor and MarsSnake, enabling unauthorized access and data exfiltration. These attacks signify a strategic shift from UnsolicitedBooker's previous focus on Saudi Arabian entities to Central Asian infrastructure. This incident underscores the evolving tactics of state-sponsored cyber-espionage groups and highlights the critical need for enhanced cybersecurity measures within the telecommunications sector. The use of rare tools of Chinese origin and the targeting of critical infrastructure emphasize the importance of vigilance and proactive defense strategies.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(medium)
Read Report
Lazarus Group's Medusa Ransomware Attacks on Healthcare in 2026
Impact· CRITICAL
Lazarus Group's Medusa Ransomware Attacks on Healthcare in 2026

In early 2026, the North Korean state-sponsored Lazarus Group initiated ransomware attacks using the Medusa ransomware variant, targeting healthcare organizations in the Middle East and the United States. These attacks involved data encryption and exfiltration, with ransom demands averaging $260,000. The group employed tools such as RP_Proxy, Mimikatz, and BLINDINGCAN to facilitate their operations. The healthcare sector's critical role and sensitive data made it a prime target, leading to significant operational disruptions and potential patient data breaches. This incident underscores a concerning trend of state-sponsored actors leveraging ransomware-as-a-service platforms to conduct financially motivated attacks. The collaboration between nation-state groups and established cybercriminal infrastructures highlights the evolving threat landscape, necessitating enhanced cybersecurity measures and international cooperation to mitigate such risks.

5 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(high)
LM
Lateral Movement(high)
C&C
Command & Control(high)
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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