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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 3997 to 4008 of 6931 threat reports

FBI's 2025 Internet Crime Report: A 26% Surge in Cybercrime Losses
Health Care / Life Sciences7 months ago

FBI's 2025 Internet Crime Report: A 26% Surge in Cybercrime Losses

In 2025, the FBI's Internet Crime Complaint Center (IC3) reported a significant surge in cybercrime, with total losses reaching $20.9 billion—a 26% increase from the previous year. The center received over one million complaints, marking a 17% rise compared to 2024. Investment-related fraud led to losses of nearly $8.65 billion, while business email compromise accounted for almost $3.05 billion. Phishing remained the most reported cybercrime, followed by extortion and personal data breaches. ([cyberscoop.com](https://cyberscoop.com/fbi-internet-crime-complaint-center-annual-cybercrime-report/?utm_source=openai)) This escalation underscores the growing sophistication of cybercriminals, who are increasingly leveraging artificial intelligence to enhance their attacks. The trend highlights the urgent need for organizations to bolster their cybersecurity measures and stay vigilant against evolving threats. ([forbes.com](https://www.forbes.com/sites/timkeary/2026/04/07/fbi-reports-208-billion-lost-to-cybercrime-as-hackers-turn-to-ai/?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Anthropic's Project Glasswing: Revolutionizing Cybersecurity with AI
Computer Software/Engineering7 months ago

Anthropic's Project Glasswing: Revolutionizing Cybersecurity with AI

In April 2026, Anthropic launched Project Glasswing, a collaborative initiative with major technology companies including Amazon, Apple, Microsoft, and Cisco, to enhance cybersecurity defenses using advanced AI. Central to this project is Claude Mythos Preview, an unreleased AI model that has identified thousands of previously undetected vulnerabilities across critical software systems, including a 27-year-old bug in OpenBSD and a 16-year-old flaw in FFmpeg. To mitigate potential misuse, Anthropic has restricted access to this powerful model to select partners and has committed significant resources to support open-source security organizations. ([anthropic.com](https://www.anthropic.com/project/glasswing?utm_source=openai)) This initiative underscores the growing importance of AI in cybersecurity, highlighting both its potential to fortify defenses and the risks associated with its misuse. As AI capabilities advance, the industry faces the dual challenge of leveraging these tools for protection while preventing their exploitation by malicious actors. ([cyberscoop.com](https://cyberscoop.com/project-glasswing-anthropic-ai-open-source-software-vulnerabilities/?utm_source=openai))

Low impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Forest Blizzard 2026: Unveiling and Neutralizing a Global Espionage Threat
Government Administration7 months ago

Forest Blizzard 2026: Unveiling and Neutralizing a Global Espionage Threat

In early 2026, the Russian state-sponsored group Forest Blizzard (APT28) compromised over 18,000 routers across 120 countries, exploiting known vulnerabilities in TP-Link and MikroTik devices. By hijacking DNS settings, they conducted adversary-in-the-middle attacks, intercepting credentials and tokens for services like Microsoft Outlook Web Access. This extensive espionage campaign targeted more than 200 organizations, including government agencies and critical infrastructure sectors. A collaborative effort led by the FBI, known as Operation Masquerade, successfully neutralized the threat by resetting DNS settings and preventing further exploitation. This incident underscores the persistent threat posed by state-sponsored cyber actors and highlights the critical need for robust network security measures. Organizations must remain vigilant, regularly update and patch network devices, and implement comprehensive monitoring to detect and mitigate 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
German Authorities Unmask Leaders Behind REvil and GandCrab Ransomware Attacks
Financial Services7 months ago

German Authorities Unmask Leaders Behind REvil and GandCrab Ransomware Attacks

In April 2026, Germany's Federal Criminal Police Office (BKA) identified Russian nationals Daniil Maksimovich Shchukin and Anatoly Sergeevitsch Kravchuk as the leaders of the GandCrab and REvil ransomware operations between 2019 and 2021. Operating under aliases such as 'UNKN' or 'UNKNOWN,' Shchukin and Kravchuk orchestrated at least 130 cyberattacks targeting German companies, resulting in over $40 million in damages and approximately $2.2 million in ransom payments. Their operations popularized the 'double extortion' tactic, demanding payment for decrypting data and additional sums to prevent public release of stolen information. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/german-authorities-identify-revil-and-gangcrab-ransomware-bosses/?utm_source=openai)) This identification underscores the persistent threat posed by sophisticated ransomware groups and highlights the importance of international cooperation in combating cybercrime. The GandCrab and REvil models have influenced current ransomware tactics, emphasizing the need for robust cybersecurity measures and proactive threat intelligence to mitigate such risks.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
FrostArmada: Unveiling APT28's DNS Hijacking Tactics Targeting Microsoft 365
Government Administration7 months ago

FrostArmada: Unveiling APT28's DNS Hijacking Tactics Targeting Microsoft 365

In April 2026, an international law enforcement operation, in collaboration with private companies, successfully disrupted 'FrostArmada,' a cyber espionage campaign orchestrated by the Russian state-sponsored group APT28 (also known as Fancy Bear or Forest Blizzard). The campaign involved compromising small office/home office (SOHO) routers, primarily from MikroTik and TP-Link, to alter DNS settings and redirect traffic through attacker-controlled servers. This allowed APT28 to intercept authentication traffic and steal Microsoft 365 credentials and OAuth tokens. At its peak in December 2025, FrostArmada infected 18,000 devices across 120 countries, targeting government agencies, law enforcement, IT and hosting providers, and organizations operating their own servers. The operation to neutralize the malicious infrastructure was supported by Microsoft, Lumen's Black Lotus Labs, the FBI, the U.S. Department of Justice, and the Polish government. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/authorities-disrupt-dns-hijacks-used-to-steal-microsoft-365-logins/?utm_source=openai)) This incident underscores the evolving tactics of state-sponsored threat actors in exploiting network infrastructure vulnerabilities to conduct large-scale credential theft. The use of DNS hijacking via compromised routers highlights the need for organizations to secure network devices, implement robust monitoring, and adopt zero-trust principles to mitigate such sophisticated attacks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
Flowise 2026 RCE Vulnerability Exploitation
Computer Software/Engineering7 months ago

Flowise 2026 RCE Vulnerability Exploitation

In April 2026, security researchers identified active exploitation of a critical remote code execution (RCE) vulnerability, CVE-2025-59528, in Flowise, an open-source platform for building AI agents and large language model (LLM) workflows. This flaw, residing in the CustomMCP node, allows attackers to execute arbitrary JavaScript code without security validation, leading to potential full system compromise. Despite a patch being available since September 2025, many instances remain unpatched, exposing organizations to significant risks. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/max-severity-flowise-rce-vulnerability-now-exploited-in-attacks/?utm_source=openai)) The exploitation of this vulnerability underscores the persistent threat posed by unpatched software in widely used AI development tools. Organizations leveraging Flowise must prioritize immediate updates to mitigate potential breaches and safeguard sensitive data. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/max-severity-flowise-rce-vulnerability-now-exploited-in-attacks/?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Snowflake Data Breach 2026: Lessons in Third-Party Integration Security
Financial Services7 months ago

Snowflake Data Breach 2026: Lessons in Third-Party Integration Security

In April 2026, over a dozen companies experienced data theft attacks following a breach at a SaaS integration provider, leading to the theft of authentication tokens. The majority of these attacks targeted Snowflake, a cloud-based data platform. Snowflake detected unusual activity in a small number of customer accounts linked to a specific third-party integration and promptly initiated an investigation, securing the affected accounts and notifying impacted customers. The attacks did not involve any vulnerability or compromise of Snowflake's systems. The ShinyHunters extortion group claimed responsibility for the attacks, stating they had stolen data from dozens of companies and were demanding ransom payments to prevent the release of the stolen data. The group also attempted to steal data from Salesforce but were thwarted by AI detection mechanisms. This incident underscores the critical importance of securing third-party integrations and the growing threat posed by sophisticated cybercriminal groups like ShinyHunters.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Storm-1175's Rapid Exploitation of Zero-Days Leads to Medusa Ransomware Attacks
Financial Services7 months ago

Storm-1175's Rapid Exploitation of Zero-Days Leads to Medusa Ransomware Attacks

In early April 2026, the China-based cybercriminal group Storm-1175 executed a series of high-velocity attacks targeting vulnerable internet-facing systems across sectors such as healthcare, education, professional services, and finance in Australia, the United Kingdom, and the United States. By exploiting a combination of zero-day and N-day vulnerabilities, including CVE-2025-10035 in Fortra's GoAnywhere MFT and CVE-2026-23760 in SmarterMail, the group rapidly gained initial access. Post-compromise activities involved deploying web shells, creating new user accounts, and utilizing remote monitoring and management tools like SimpleHelp and MeshAgent for persistence and lateral movement. Within as little as 24 hours, Storm-1175 exfiltrated data and deployed Medusa ransomware, leading to significant operational disruptions for the affected organizations. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/04/06/storm-1175-focuses-gaze-on-vulnerable-web-facing-assets-in-high-tempo-medusa-ransomware-operations/?utm_source=openai)) This incident underscores the increasing sophistication and speed of financially motivated threat actors in exploiting newly disclosed vulnerabilities. The rapid transition from initial access to ransomware deployment highlights the critical need for organizations to promptly apply security patches, monitor for unauthorized activities, and implement robust incident response strategies to mitigate such high-tempo cyber threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Iranian Hackers Exploit PLC Vulnerabilities in U.S. Critical Infrastructure
Utilities7 months ago

Iranian Hackers Exploit PLC Vulnerabilities in U.S. Critical Infrastructure

In March 2026, Iranian-affiliated Advanced Persistent Threat (APT) actors initiated cyberattacks targeting internet-exposed Rockwell/Allen-Bradley programmable logic controllers (PLCs) within U.S. critical infrastructure sectors, including Government Services, Water and Wastewater Systems, and Energy. These attacks involved unauthorized access to PLCs, manipulation of project files, and alteration of data displayed on Human-Machine Interface (HMI) and Supervisory Control and Data Acquisition (SCADA) systems, leading to operational disruptions and financial losses. This incident underscores the escalating cyber threat landscape, particularly in the context of geopolitical tensions. Organizations must prioritize securing internet-facing operational technology assets to mitigate risks associated with state-sponsored cyber activities.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Critical Remote Code Execution Vulnerability in Flowise AI: CVE-2025-59528
Computer Software/Engineering7 months ago

Critical Remote Code Execution Vulnerability in Flowise AI: CVE-2025-59528

In September 2025, a critical remote code execution (RCE) vulnerability, identified as CVE-2025-59528, was discovered in Flowise AI's version 3.0.5. This flaw resided in the CustomMCP node, which improperly executed user-supplied JavaScript code without validation, granting attackers full Node.js runtime privileges. Exploitation of this vulnerability could lead to complete system compromise, unauthorized command execution, and data exfiltration. Flowise addressed this issue by releasing version 3.0.6, which rectified the vulnerability. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/CVE-2025-59528?utm_source=openai)) As of April 2026, active exploitation of CVE-2025-59528 has been observed, with over 12,000 Flowise instances exposed to potential attacks. This resurgence underscores the critical need for organizations to ensure their systems are updated to the latest secure versions to mitigate such high-severity threats. ([thehackernews.com](https://thehackernews.com/2026/04/flowise-ai-agent-builder-under-active.html?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Critical Security Flaw in Ninja Forms Plugin Puts WordPress Sites at Risk
Computer Software/Engineering7 months ago

Critical Security Flaw in Ninja Forms Plugin Puts WordPress Sites at Risk

In early 2026, a critical vulnerability (CVE-2026-0740) was discovered in the Ninja Forms File Uploads plugin for WordPress, affecting versions up to 3.3.26. This flaw allowed unauthenticated attackers to upload arbitrary files, including malicious PHP scripts, leading to potential remote code execution and complete site takeover. The vulnerability stemmed from inadequate validation of file types and extensions during the file upload process. The issue was reported on January 8, 2026, and a full patch was released on March 19, 2026, with version 3.3.27. Despite the availability of a fix, exploitation attempts surged, with over 3,600 attacks blocked in a single day. This incident underscores the critical importance of timely software updates and robust security practices in mitigating emerging threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
FBI's 2025 Cybercrime Report: A 26% Surge to $21 Billion in Losses
Financial Services7 months ago

FBI's 2025 Cybercrime Report: A 26% Surge to $21 Billion in Losses

In 2025, the FBI's Internet Crime Complaint Center (IC3) reported that Americans lost nearly $21 billion to cyber-enabled crimes, marking a 26% increase from the previous year. The most prevalent incidents included phishing attacks, extortion, and investment scams, with cryptocurrency-related fraud accounting for over $11 billion in losses. Notably, individuals over the age of 60 were disproportionately affected, reporting $7.7 billion in losses, a 37% rise from 2024. Additionally, the FBI highlighted the emergence of AI-driven scams, which resulted in 22,300 complaints and $893 million in losses, involving tactics such as voice cloning and deepfake videos. This surge underscores the evolving sophistication of cybercriminals, who are increasingly leveraging advanced technologies like artificial intelligence to enhance the effectiveness of their schemes. The significant financial impact on older adults highlights the urgent need for targeted education and robust cybersecurity measures to protect vulnerable populations from these emerging threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report

Security Research & Insights

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

All Research Articles

Market Perspectives

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

Read All Blogs

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.

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 CenterQuick AssessmentAssess My Blast Radius
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.

Free Containment AssessmentUnder Active Attack?
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