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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 4549 to 4560 of 6939 threat reports

Starkiller Phishing Kit: A New Era of MFA Bypass Attacks
Banking/Mortgage8 months ago

Starkiller Phishing Kit: A New Era of MFA Bypass Attacks

In early 2026, cybersecurity researchers uncovered 'Starkiller,' a sophisticated phishing-as-a-service (PhaaS) platform developed by the cybercrime group Jinkusu. Unlike traditional phishing kits that rely on static HTML clones, Starkiller employs a headless Chrome browser within a Docker container to proxy legitimate login pages in real-time. This adversary-in-the-middle (AiTM) approach allows attackers to intercept user credentials and session tokens, effectively bypassing multi-factor authentication (MFA) mechanisms. The platform's user-friendly control panel enables even low-skilled cybercriminals to launch advanced phishing campaigns, posing a significant threat to organizations relying solely on conventional MFA for security. ([abnormal.ai](https://abnormal.ai/blog/starkiller-phishing-kit?utm_source=openai)) The emergence of Starkiller underscores a critical shift in the cyber threat landscape, highlighting the limitations of traditional MFA solutions against evolving phishing techniques. Organizations must adopt phishing-resistant authentication methods, such as FIDO2/WebAuthn-based hardware security keys, and implement continuous monitoring for anomalous session behaviors to mitigate the risks posed by such advanced phishing platforms. ([bytearchitect.io](https://bytearchitect.io/network-security/Starkiller-Phishing-Kit-Why-MFA-Fails-Against-Real-Time-Reverse-Proxies/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Microsoft Warns of OAuth Redirect Abuse Delivering Malware to Government Targets
Government Administration8 months ago

Microsoft Warns of OAuth Redirect Abuse Delivering Malware to Government Targets

In March 2026, Microsoft identified phishing campaigns exploiting OAuth's standard redirection mechanisms to deliver malware to government and public-sector organizations. Attackers created malicious applications with redirect URLs pointing to rogue domains hosting malware. They distributed OAuth phishing links prompting recipients to authenticate via these applications using intentionally invalid scopes. This process redirected users to attacker-controlled pages, leading to inadvertent malware downloads. The payloads, often in ZIP archives, executed PowerShell commands upon opening, resulting in host reconnaissance, DLL side-loading, and connections to external command-and-control servers. Phishing emails employed lures such as e-signature requests, Teams recordings, and financial themes, sent through mass-sending tools and custom solutions developed in Python and Node.js. Microsoft has since removed several malicious OAuth applications and advises organizations to limit user consent, periodically review application permissions, and remove unused or overprivileged apps. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/03/02/oauth-redirection-abuse-enables-phishing-malware-delivery/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(medium)
Read report
AI-Assisted FortiGate Breach 2026: A Wake-Up Call for Network Security
Computer/Network Security8 months ago

AI-Assisted FortiGate Breach 2026: A Wake-Up Call for Network Security

Between January 11 and February 18, 2026, a Russian-speaking, financially motivated threat actor utilized multiple commercial generative AI services to compromise over 600 Fortinet FortiGate firewalls across more than 55 countries. The attacker exploited exposed management interfaces and weak credentials lacking multi-factor authentication, without leveraging any known FortiGate vulnerabilities. This campaign underscores the growing trend of cybercriminals employing AI tools to automate and scale attacks, significantly reducing the technical expertise required to execute large-scale intrusions. The incident highlights the urgent need for organizations to secure management interfaces, enforce strong authentication mechanisms, and stay vigilant against AI-assisted cyber threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Cybercriminals Exploit Fake Tech Support to Deploy Havoc C2 Framework
Financial Services8 months ago

Cybercriminals Exploit Fake Tech Support to Deploy Havoc C2 Framework

In February 2026, a sophisticated cyberattack campaign was identified targeting multiple organizations. Threat actors impersonated IT support personnel, initiating contact through spam emails followed by phone calls. They convinced victims to grant remote access via tools like AnyDesk, leading to the deployment of a customized version of the Havoc command-and-control (C2) framework. This allowed rapid lateral movement within networks, with the attackers compromising multiple endpoints within hours, indicating objectives of data exfiltration or ransomware deployment. This incident underscores the evolving tactics of cybercriminals, combining social engineering with advanced malware to infiltrate organizations. The use of open-source C2 frameworks like Havoc, customized to evade detection, highlights the need for enhanced vigilance and updated security protocols to counter such multifaceted threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(medium)
IImpact(medium)
Read report
Project Compass: Unveiling the Arrests in 'The Com' Cybercrime Network
Banking/Mortgage8 months ago

Project Compass: Unveiling the Arrests in 'The Com' Cybercrime Network

In January 2025, Europol initiated Project Compass, a coordinated international operation targeting 'The Com,' a decentralized cybercriminal collective known for engaging in ransomware attacks, financial extortion, and the exploitation of minors. Over the course of the year, the operation led to the arrest of 30 individuals and the identification of 179 additional suspects across 28 countries. Investigators also identified 62 victims, with four being directly safeguarded from further harm. 'The Com' primarily consists of English-speaking individuals aged 16 to 25, who utilize social media platforms, messaging applications, and online gaming environments to recruit and exploit young people. The group's decentralized structure and use of various online platforms have made it particularly challenging for law enforcement to disrupt their activities. The success of Project Compass underscores the importance of international collaboration in combating cybercrime and highlights the ongoing threat posed by such decentralized networks. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/02/27/europol-the-com-network-arrests/?utm_source=openai)) The significance of this operation is underscored by the increasing prevalence of cybercriminal groups targeting vulnerable populations through online platforms. The arrest of key members of 'The Com' serves as a critical reminder of the need for continuous vigilance and proactive measures to protect minors from online exploitation. Additionally, the operation highlights the evolving tactics of cybercriminals, who are increasingly leveraging decentralized networks and social engineering techniques to perpetrate their crimes. ([darkreading.com](https://www.darkreading.com/threat-intelligence/30-alleged-members-the-com-arrested-project-compass/?utm_source=openai))

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
OpenClaw Vulnerability Highlights AI Agent Security Risks
Computer Software/Engineering8 months ago

OpenClaw Vulnerability Highlights AI Agent Security Risks

In February 2026, a critical vulnerability (CVE-2026-25253) was discovered in OpenClaw, an open-source AI agent platform, allowing attackers to execute arbitrary code on users' systems via malicious web pages. This flaw exposed over 42,000 instances globally, leading to unauthorized access, data exfiltration, and potential system compromise. The vulnerability was promptly patched in version 2026.1.29, but the incident highlighted significant security concerns inherent in AI agent architectures. ([taoapex.com](https://taoapex.com/en/guides/deploy-personal-ai-assistant-openclaw/?utm_source=openai)) The rapid adoption of AI agents like OpenClaw has outpaced the development of robust security measures, making them attractive targets for cybercriminals. This incident underscores the urgent need for comprehensive security frameworks and best practices to mitigate risks associated with autonomous AI systems.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
Pro-Iranian Cyberattacks 2026: Unveiling the Threat to Critical Infrastructure
Oil/Energy/Solar/Greentech8 months ago

Pro-Iranian Cyberattacks 2026: Unveiling the Threat to Critical Infrastructure

In early 2026, amid escalating geopolitical tensions, pro-Iranian cyber actors launched a series of coordinated cyberattacks targeting critical infrastructure in the United States and allied nations. These attacks aimed to disrupt essential services, including utilities and transportation systems, and were characterized by sophisticated techniques such as ransomware deployment and data exfiltration. The cyber offensive resulted in significant operational disruptions and financial losses, highlighting the evolving threat landscape posed by nation-state-sponsored cyber activities. This incident underscores the persistent and adaptive nature of cyber threats from nation-state actors, particularly in the context of geopolitical conflicts. Organizations are urged to enhance their cybersecurity posture by implementing robust defense mechanisms, conducting regular threat assessments, and fostering information-sharing partnerships to mitigate the risks associated with such sophisticated cyberattacks.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Understanding OAuth Redirection Abuse in Phishing Attacks
Government Administration8 months ago

Understanding OAuth Redirection Abuse in Phishing Attacks

In March 2026, Microsoft identified a sophisticated phishing campaign exploiting OAuth's redirection mechanisms to deliver malware. Attackers crafted URLs using legitimate identity providers like Microsoft Entra ID and Google Workspace, embedding them in phishing emails with themes such as e-signature requests and financial documents. When recipients clicked these links, they were redirected through trusted domains to attacker-controlled sites, leading to malware downloads. This method effectively bypassed traditional email and browser security defenses, resulting in significant compromises across government and public-sector organizations. ([microsoft.com](https://www.microsoft.com/en-us/security/blog/2026/03/02/oauth-redirection-abuse-enables-phishing-malware-delivery/?utm_source=openai)) This incident underscores a growing trend where threat actors leverage legitimate protocol features to conduct malicious activities. The abuse of OAuth redirection highlights the need for organizations to enhance monitoring of authentication flows and implement stricter controls over third-party application permissions to mitigate such evolving threats.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
IBM Bob's 2026 Prompt Injection Vulnerability Exposes AI Security Risks
Financial Services8 months ago

IBM Bob's 2026 Prompt Injection Vulnerability Exposes AI Security Risks

In January 2026, security researchers at Prompt Armor identified a critical vulnerability in IBM's generative AI tool, Bob, which was in its beta phase. The flaw allowed for indirect prompt injection attacks, enabling malicious actors to embed hidden commands within emails or calendar entries. When Bob processed these inputs, it could be manipulated to perform unauthorized actions such as data exfiltration, malware execution, or establishing persistent system access. This vulnerability was particularly concerning due to Bob's integration capabilities with other applications, amplifying the potential attack surface. The incident underscores the inherent risks associated with AI systems that process untrusted data sources. As AI tools become more integrated into business workflows, the potential for such vulnerabilities increases, highlighting the need for robust security measures. Organizations must prioritize the development and implementation of safeguards to prevent prompt injection attacks and ensure the secure deployment of AI technologies.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(medium)
Read report
CrushFTP 2025 Brute-Force Attack Highlights Credential Vulnerabilities
Financial Services8 months ago

CrushFTP 2025 Brute-Force Attack Highlights Credential Vulnerabilities

In March 2025, CrushFTP servers were targeted by brute-force attacks exploiting default or weak credentials, particularly the 'crushadmin' account with the password 'crushadmin'. These attacks originated from IP address 5.189.139.225, a French IP with a history of exploit attempts targeting simple vulnerabilities. The attackers aimed to gain unauthorized administrative access, potentially leading to data exfiltration and system compromise. This incident underscores the critical importance of enforcing strong password policies and regularly updating default credentials to prevent unauthorized access. Organizations are advised to review their authentication mechanisms and implement multi-factor authentication where possible to mitigate such risks.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
March 2026 Iranian Cyberattacks: A Wake-Up Call for Critical Infrastructure Security
Government Administration8 months ago

March 2026 Iranian Cyberattacks: A Wake-Up Call for Critical Infrastructure Security

In early March 2026, Iranian state-sponsored cyber actors launched a series of coordinated cyberattacks targeting critical infrastructure and government entities across the United States and its allies. These attacks included sophisticated phishing campaigns, deployment of data-exfiltrating malware, and disruptive operations attributed to Iranian-aligned hacktivist groups. The cyber offensive coincided with heightened geopolitical tensions following military strikes in the region, leading to significant disruptions in services and raising concerns over national security vulnerabilities. The escalation underscores the persistent threat posed by nation-state actors leveraging cyber capabilities to achieve strategic objectives. Organizations are urged to enhance their cybersecurity posture, as the current geopolitical climate suggests a continued risk of similar cyber operations targeting critical infrastructure and sensitive data.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Google's March 2026 Android Security Update Addresses Critical Qualcomm Zero-Day
Telecommunications8 months ago

Google's March 2026 Android Security Update Addresses Critical Qualcomm Zero-Day

In March 2026, Google disclosed a high-severity zero-day vulnerability (CVE-2026-21385) affecting an open-source Qualcomm display component in Android devices. This memory-corruption flaw, reported to Qualcomm on December 18, 2025, impacts 234 chipsets. Qualcomm notified its customers on February 2, 2026, and provided fixes in January 2026. The vulnerability has been under limited, targeted exploitation, though specific details on the extent and impact remain undisclosed. ([cyberscoop.com](https://cyberscoop.com/android-security-update-march-2026/?utm_source=openai)) This incident underscores the critical importance of timely security updates and coordinated disclosure practices. The surge in Android vulnerabilities, with 129 defects addressed in this update—the highest since April 2018—highlights the evolving threat landscape and the necessity for robust vulnerability management strategies. ([cyberscoop.com](https://cyberscoop.com/android-security-update-march-2026/?utm_source=openai))

High impact

Kill Chain

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