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 4657 to 4668 of 6939 threat reports

Computer Software/Engineering8 months ago

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.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Telecommunications8 months ago

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.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Health Care / Life Sciences8 months ago

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.

Critical impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(medium)

IImpact(high)

Read report

Computer Software/Engineering8 months ago

GitHub Codespaces 'RoguePilot' Vulnerability: A Wake-Up Call for AI Security

In February 2026, a critical vulnerability named 'RoguePilot' was discovered in GitHub Codespaces, allowing attackers to inject malicious instructions into GitHub issues. When developers launched a Codespace from such an issue, GitHub Copilot processed these hidden prompts, leading to unauthorized actions, including the exfiltration of sensitive data like the GITHUB_TOKEN. This flaw enabled potential repository takeovers and unauthorized code execution. Microsoft promptly patched the vulnerability following responsible disclosure. ([thehackernews.com](https://thehackernews.com/2026/02/roguepilot-flaw-in-github-codespaces.html?utm_source=openai)) This incident underscores the growing risks associated with integrating AI tools into development workflows, highlighting the need for robust security measures to prevent AI-driven supply chain attacks.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Banking/Mortgage8 months ago

UAC-0050's Expansion: European Financial Institution Targeted with RMS Malware

In February 2026, the Russia-aligned threat actor UAC-0050, also known as Mercenary Akula, targeted a European financial institution involved in regional development and reconstruction initiatives. The attack began with a spear-phishing email that spoofed a Ukrainian judicial domain, directing the recipient—a senior legal and policy advisor—to download a malicious archive file. This file initiated a multi-layered infection chain, ultimately deploying the Remote Manipulator System (RMS), a legitimate remote desktop software, granting the attackers persistent and stealthy access to the victim's system. This incident underscores a significant shift in UAC-0050's operations, expanding their focus beyond Ukraine to entities supporting the nation. The use of legitimate remote access tools like RMS highlights the evolving tactics of threat actors to evade detection. Organizations, especially those involved in sensitive geopolitical areas, must remain vigilant against such sophisticated social engineering attacks.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(medium)

IImpact(low)

Read report

Information Technology/IT8 months ago

Entra ID Applications Requesting Unexpected Permissions: A 2026 Security Alert

In early 2026, security researchers identified a significant vulnerability within Microsoft Entra ID, where certain applications were requesting unexpected and overly permissive access permissions. This issue arose due to misconfigurations in application consent settings, allowing applications to prompt users for extensive permissions without adequate oversight. Exploiting this flaw, threat actors could gain unauthorized access to sensitive organizational data, leading to potential data breaches and compliance violations. This incident underscores the critical importance of stringent application consent policies and regular audits of permission settings. As organizations increasingly adopt cloud-based identity solutions, ensuring that applications request only the necessary permissions is vital to maintaining security and compliance.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Financial Services8 months ago

AI-Powered Cyberattack Compromises 600 FortiGate Firewalls in 2026

Between January 11 and February 18, 2026, a Russian-speaking threat actor compromised over 600 FortiGate firewalls across 55 countries. Utilizing generative AI tools, the attacker scanned for exposed management interfaces on ports such as 443 and 10443, and employed brute-force methods to gain access using weak credentials. Once inside, AI-generated scripts were used to extract and decrypt sensitive data, including SSL-VPN and administrative credentials, firewall policies, and network architectures. The attacker further infiltrated networks using recovered credentials and deployed AI-generated reconnaissance tools. Analysis of these tools revealed signs of AI-assisted coding, such as poor error handling and inefficient code structures. ([techradar.com](https://www.techradar.com/pro/security/russian-hacker-uses-multiple-ai-tools-to-break-hundreds-of-firewalls?utm_source=openai)) This incident underscores the growing accessibility of sophisticated cyberattack capabilities through AI tools, enabling even low-skilled actors to execute large-scale breaches. The reliance on AI for various attack phases, from reconnaissance to exploitation, highlights a significant shift in the cyber threat landscape, emphasizing the need for robust security measures and continuous monitoring to mitigate such AI-assisted threats.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Government Administration8 months ago

MuddyWater's Operation Olalampo: A 2026 Cyberespionage Campaign in MENA

In early 2026, the Iranian state-sponsored threat actor MuddyWater launched a cyberespionage campaign, dubbed Operation Olalampo, targeting organizations across the Middle East and North Africa (MENA) region. The campaign began on January 26, 2026, and involved spear-phishing emails with malicious Microsoft Office attachments. Once opened, these documents executed macros that deployed new malware families, including GhostFetch, CHAR, and HTTP_VIP, providing the attackers with remote control over compromised systems. ([thehackernews.com](https://thehackernews.com/2026/02/muddywater-targets-mena-organizations.html?utm_source=openai)) This incident underscores the evolving tactics of nation-state actors like MuddyWater, who are developing and deploying sophisticated malware to infiltrate critical infrastructure. The use of advanced implants and backdoors highlights the need for organizations to enhance their cybersecurity measures to detect and mitigate such threats effectively.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Banking/Mortgage8 months ago

ATM Jackpotting Attacks Surge in 2025, Resulting in Over $20 Million in Losses

In 2025, the United States experienced a significant surge in ATM "jackpotting" attacks, with over 700 incidents reported, resulting in losses exceeding $20 million. ([thehackernews.com](https://thehackernews.com/2026/02/fbi-reports-1900-atm-jackpotting.html?utm_source=openai)) These attacks involve criminals gaining physical access to ATMs, often using generic keys to open the machines. Once inside, they install or replace hard drives with malware, such as the Ploutus family, which exploits the eXtensions for Financial Services (XFS) API to dispense cash without bank authorization. ([livemint.com](https://www.livemint.com/news/world/fbi-warns-of-rising-atm-jackpotting-cases-reports-20-million-in-losses-in-2025-5-indicators-to-detect-foul-play-11771729139858.html?utm_source=openai)) This alarming trend underscores the evolving tactics of cybercriminals targeting financial institutions. The FBI has issued warnings and recommended mitigation strategies, including enhancing physical security measures, regularly updating ATM software, and monitoring for unauthorized access, to combat this growing threat. ([thehackernews.com](https://thehackernews.com/2026/02/fbi-reports-1900-atm-jackpotting.html?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Banking/Mortgage8 months ago

CEO Deepfake Scam 2019: A Wake-Up Call for Corporate Security

In March 2019, a UK-based energy firm's CEO was deceived by a deepfake audio impersonation of his German parent company's chief executive. The fraudster, using AI-generated voice technology, instructed the CEO to transfer €220,000 (approximately $243,000) to a Hungarian supplier's account. Believing the request was legitimate, the CEO complied. Subsequent attempts for additional transfers raised suspicions, leading to the discovery of the scam. The initial funds were moved from Hungary to Mexico and then dispersed to other locations, making recovery challenging. ([forbes.com](https://www.forbes.com/sites/jessedamiani/2019/09/03/a-voice-deepfake-was-used-to-scam-a-ceo-out-of-243000/?utm_source=openai)) This incident underscores the escalating threat of AI-driven deepfake technologies in corporate fraud. As these tools become more sophisticated and accessible, organizations face increased risks of impersonation attacks targeting financial transactions and sensitive information. The event highlights the urgent need for enhanced security measures and employee training to detect and prevent such advanced social engineering tactics.

Critical 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

CrowdStrike 2025 Global Threat Report: Attackers Moving Through Networks in Under 30 Minutes

In 2025, cyberattacks accelerated significantly, with the average breakout time—the duration for attackers to move from initial intrusion to other network systems—dropping to 29 minutes, a 65% increase in speed from the previous year. Notably, the fastest recorded breakout time was 27 seconds. This rapid progression was facilitated by attackers refining their techniques, leveraging social engineering to access high-privilege systems swiftly, and exploiting gaps across cloud, identity, enterprise, and unmanaged network devices. Consequently, defenders faced increased challenges, including burnout and stress, leading to potential mistakes. Additionally, CrowdStrike identified 281 threat groups by the end of 2025, including 24 new threats named throughout the year, highlighting the expanding and evolving threat landscape. The urgency of this issue is underscored by the 37% year-over-year increase in cloud-focused attacks, with a staggering 266% surge in such activities from nation-state threat groups. Furthermore, 82% of attacks detected in 2025 were malware-free, indicating a shift towards hands-on-keyboard operations and the abuse of legitimate tools and credentials. This trend emphasizes the need for organizations to enhance their security measures, focusing on rapid detection and response capabilities to mitigate the risks posed by increasingly sophisticated and swift cyber adversaries.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering8 months ago

Anthropic's Claude Model Targeted in Large-Scale AI Distillation Attack by Chinese Labs

In February 2026, Anthropic, a U.S.-based AI startup, reported that three Chinese AI laboratories—DeepSeek, Moonshot, and MiniMax—conducted large-scale 'distillation' attacks to extract capabilities from Anthropic's Claude model. These labs utilized 24,000 fraudulent accounts to send approximately 16 million requests to Claude, aiming to enhance their own AI models. This unauthorized extraction of intellectual property not only violated Anthropic's terms of service but also posed significant national security risks by potentially enabling offensive cyber operations and mass surveillance. ([cyberscoop.com](https://cyberscoop.com/anthropic-accuses-chinese-labs-ai-distillation-cyber-risk/?utm_source=openai)) This incident underscores the growing threat of AI model distillation as a method for intellectual property theft. The scale and sophistication of these attacks highlight the urgent need for robust security measures and regulatory frameworks to protect proprietary AI technologies from unauthorized exploitation.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(medium)

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

Anthropic Uncovers Unauthorized Distillation Attacks by Chinese AI Firms in 2026

UnsolicitedBooker's Strategic Shift: Targeting Central Asian Telecoms with Advanced Backdoors

Lazarus Group's Medusa Ransomware Attacks on Healthcare in 2026

GitHub Codespaces 'RoguePilot' Vulnerability: A Wake-Up Call for AI Security

UAC-0050's Expansion: European Financial Institution Targeted with RMS Malware

Entra ID Applications Requesting Unexpected Permissions: A 2026 Security Alert

AI-Powered Cyberattack Compromises 600 FortiGate Firewalls in 2026

MuddyWater's Operation Olalampo: A 2026 Cyberespionage Campaign in MENA

ATM Jackpotting Attacks Surge in 2025, Resulting in Over $20 Million in Losses

CEO Deepfake Scam 2019: A Wake-Up Call for Corporate Security

CrowdStrike 2025 Global Threat Report: Attackers Moving Through Networks in Under 30 Minutes

Anthropic's Claude Model Targeted in Large-Scale AI Distillation Attack by Chinese Labs

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

Anthropic Uncovers Unauthorized Distillation Attacks by Chinese AI Firms in 2026

UnsolicitedBooker's Strategic Shift: Targeting Central Asian Telecoms with Advanced Backdoors

Lazarus Group's Medusa Ransomware Attacks on Healthcare in 2026

GitHub Codespaces 'RoguePilot' Vulnerability: A Wake-Up Call for AI Security

UAC-0050's Expansion: European Financial Institution Targeted with RMS Malware

Entra ID Applications Requesting Unexpected Permissions: A 2026 Security Alert

AI-Powered Cyberattack Compromises 600 FortiGate Firewalls in 2026

MuddyWater's Operation Olalampo: A 2026 Cyberespionage Campaign in MENA

ATM Jackpotting Attacks Surge in 2025, Resulting in Over $20 Million in Losses

CEO Deepfake Scam 2019: A Wake-Up Call for Corporate Security

CrowdStrike 2025 Global Threat Report: Attackers Moving Through Networks in Under 30 Minutes

Anthropic's Claude Model Targeted in Large-Scale AI Distillation Attack by Chinese Labs

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?