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 325 to 336 of 6836 threat reports

CISA Issues KEV Alert for Microsoft Windows and Ivanti Vulnerabilities Under Active Attack
CISA Issues KEV Alert for Microsoft Windows and Ivanti Vulnerabilities Under Active Attack

CISA Issues KEV Alert for Microsoft Windows and Ivanti Vulnerabilities Under Active Attack

CISA added two critical vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog based on evidence of active exploitation in the wild. CVE-2026-96951 affects Microsoft Windows systems through command injection flaws, while CVE-2026-104935 targets Ivanti Connect Secure appliances via authentication bypass through spoofing mechanisms. These vulnerabilities are being actively exploited by threat actors to gain initial access and establish persistence in enterprise environments, posing significant risks to federal and private sector organizations. This incident highlights the ongoing trend of attackers targeting network infrastructure and authentication systems to bypass perimeter defenses. With the rise of sophisticated threat actors exploiting zero-day and recently disclosed vulnerabilities at an accelerated pace, organizations face increasing pressure to implement rapid patch management and zero-trust security models.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
Hirudo Android Trojan Escalates Mobile Banking Threats with Patched App Replacement Attack
Hirudo Android Trojan Escalates Mobile Banking Threats with Patched App Replacement Attack
Banking/Mortgage2 weeks ago

Hirudo Android Trojan Escalates Mobile Banking Threats with Patched App Replacement Attack

In October 2026, cybersecurity researchers discovered Hirudo, a sophisticated Android banking trojan that represents a significant escalation in mobile financial fraud. Unlike traditional banking malware that overlays fake interfaces, Hirudo replaces legitimate banking applications with patched versions designed to bypass built-in security checks from within the app itself. The malware targets eight Indonesian banking apps and credentials across Indonesia, China, India, Mexico, Morocco, and Thailand. Distributed through fake shopping, entertainment, and adult video apps via Meta advertisements, Hirudo combines credential theft, device takeover, screen capture, and SMS interception capabilities with a mature backend infrastructure. This incident demonstrates the evolution of Android banking trojans toward more sophisticated application tampering techniques that challenge traditional mobile security assumptions. The shift from external overlays to internal app manipulation represents a new threat vector that requires enhanced server-side verification and integrity checking mechanisms.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
AI Revolutionizes Cyber Attacks: Chrome Zero-Day Chain Built in 6 Days
AI Revolutionizes Cyber Attacks: Chrome Zero-Day Chain Built in 6 Days

AI Revolutionizes Cyber Attacks: Chrome Zero-Day Chain Built in 6 Days

In August 2026, security firm XBOW demonstrated a critical advancement in AI-assisted vulnerability research by using OpenAI's GPT-5.6 Sol model to develop a full-chain Chrome exploit in just six days. The team chained three zero-day vulnerabilities (CVE-2026-85045, CVE-2026-78952, and an animated WebP decoder bug) to achieve remote code execution on Windows systems through Chrome's nested sandbox protections. Google confirmed all vulnerabilities, implemented fixes in Chrome versions 152.0.7977.65 and 152.0.7977.82, and awarded XBOW the maximum $250,000 bounty reward. The exploit required only loading a malicious webpage, affecting an estimated 1 billion Chrome users on Windows before patching. This incident highlights the rapidly evolving threat landscape where AI-powered vulnerability research dramatically reduces the time and resources needed to develop sophisticated exploits from months to days, fundamentally lowering the barrier for advanced cyber attacks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(low)
IImpact(low)
Read report
CISA Issues Emergency Alert for Actively Exploited Ivanti Connect Secure Zero-Day
CISA Issues Emergency Alert for Actively Exploited Ivanti Connect Secure Zero-Day

CISA Issues Emergency Alert for Actively Exploited Ivanti Connect Secure Zero-Day

In October 2026, CISA disclosed active exploitation of CVE-2026-104935, a zero-day authentication bypass vulnerability in Ivanti Connect Secure VPN appliances affecting versions 25.1.1.1 and prior. Cyber threat actors exploited this remote code execution vulnerability to conduct credential theft and data exfiltration operations, executing commands directly in memory to evade detection by Ivanti's Integrity Checker Tool. The vulnerability allows unauthenticated attackers to execute arbitrary commands on affected systems, representing a critical threat to organizations relying on these widely-deployed enterprise VPN solutions. This incident highlights the continuing trend of VPN infrastructure targeting by sophisticated threat actors, following similar campaigns against Pulse Secure, Fortinet, and other remote access solutions. With hybrid work models making VPN security critical, organizations face mounting pressure to implement comprehensive monitoring and rapid patch management for internet-facing infrastructure.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Deepfake Voice Attacks Target Executive Impersonation: Your 2026 Defense Strategy
Deepfake Voice Attacks Target Executive Impersonation: Your 2026 Defense Strategy

Deepfake Voice Attacks Target Executive Impersonation: Your 2026 Defense Strategy

Deepfake voice cloning attacks have escalated dramatically, with 62% of cybersecurity leaders reporting incidents in 2025 according to Gartner research. Threat actors now leverage AI-generated voice synthesis to impersonate executives, requesting fraudulent wire transfers, MFA resets, and privileged access modifications. These sophisticated social engineering campaigns bypass traditional detection methods, exploiting trust relationships and organizational hierarchies. The FBI warned that cloned voices can sound nearly identical to targets, making detection extremely difficult. Organizations report successful deepfake incidents targeting finance teams, help desks, and identity administrators, with some attacks remaining undetected for months. The surge in deepfake attacks coincides with increasingly accessible AI voice generation tools and growing remote work dependencies on voice communications. Traditional security awareness training proves insufficient against high-fidelity voice synthesis, requiring process-based verification controls rather than relying on human detection capabilities.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Critical Privilege Escalation Flaw Discovered in Inductive Automation Ignition SCADA Software
Critical Privilege Escalation Flaw Discovered in Inductive Automation Ignition SCADA Software

Critical Privilege Escalation Flaw Discovered in Inductive Automation Ignition SCADA Software

A critical privilege escalation vulnerability (CVE-2026-92817) was discovered in Inductive Automation's Ignition software, affecting versions 8.1.0-8.1.54 and 8.3.0-8.3.8. The flaw allows authenticated low-level users to exploit improper session validation in the Perspective module to gain Designer-level privileges and execute arbitrary code within the Ignition Gateway process. This vulnerability impacts critical infrastructure sectors including manufacturing and energy systems worldwide, with CVSS scores of 8.8 (v3.1) and 8.7 (v4.0). This incident highlights the growing threat to industrial control systems and the urgent need for robust privilege validation in SCADA environments. As critical infrastructure becomes increasingly connected, vulnerabilities like this demonstrate the potential for devastating operational disruptions and the importance of implementing zero trust architectures in OT environments.

High impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Critical Ivanti VPN Flaw Under Active Attack: What CISOs Need to Know About CVE-2026-104935
Critical Ivanti VPN Flaw Under Active Attack: What CISOs Need to Know About CVE-2026-104935

Critical Ivanti VPN Flaw Under Active Attack: What CISOs Need to Know About CVE-2026-104935

In October 2026, CISA issued urgent warnings after threat actors actively exploited CVE-2026-104935, a critical authentication bypass vulnerability in Ivanti Connect Secure VPN appliances. The zero-day flaw allowed remote attackers to execute arbitrary commands without authentication, leading to credential theft and data exfiltration. Security researchers documented over 105 exploitation attempts from coordinated attackers, with the criminal group UTA0576 conducting sophisticated post-exploitation activities including Active Directory metadata theft, Kerberos attacks, and BitLocker recovery key harvesting while evading detection through selective log tampering. This incident highlights the accelerating trend of VPN infrastructure targeting by cybercriminals who are increasingly focusing on legitimate remote access solutions as primary attack vectors, exploiting the expanded attack surface created by hybrid work environments and the critical trust boundaries that VPN appliances represent in modern enterprise networks.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
curl's Critical HTTP/2 Vulnerability: When Clients Become Targets
curl's Critical HTTP/2 Vulnerability: When Clients Become Targets

curl's Critical HTTP/2 Vulnerability: When Clients Become Targets

A critical use-after-free vulnerability (CVE-2026-92392) in curl versions 8.12.0 through 8.22.0 allows malicious servers to corrupt client memory during HTTP/2 file uploads, potentially leading to remote code execution. The flaw occurs when a malicious server stalls an upload, resets the stream while keeping the connection open, causing curl to mishandle memory references during retry operations. While exploitation requires precise knowledge of the client's build and memory layout, making successful attacks unlikely, the vulnerability affects both the curl command-line tool and libcurl library used by numerous applications. The curl project expedited their release cycle to ship version 8.23.0 with a fix on October 14, 2026. This vulnerability represents a significant escalation in client-side attack vectors, demonstrating how AI-powered vulnerability research is uncovering complex memory corruption flaws in widely-deployed networking libraries. With HTTP/2 becoming the default protocol for most applications, such vulnerabilities pose substantial risks to enterprise software supply chains and require immediate attention from security teams.

Medium impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
Inside Storm-3119: How a Chinese Cybercriminal Marketplace Weaponized Cloud Infrastructure for Global Phishing
Inside Storm-3119: How a Chinese Cybercriminal Marketplace Weaponized Cloud Infrastructure for Global Phishing

Inside Storm-3119: How a Chinese Cybercriminal Marketplace Weaponized Cloud Infrastructure for Global Phishing

Microsoft uncovered a sophisticated Chinese-language cybercriminal ecosystem centered around YAM Store (Storm-3119), an initial access broker selling fraudulently obtained Microsoft 365 and Google cloud environments to phishing kit operators. The operation, tracked as Storm-2990, includes three major phishing kits (CoGUI, Haozi, and Iron Man System) that have facilitated over one billion phishing emails and SMS messages targeting 75,000 organizations worldwide since January 2026. The threat actors primarily targeted healthcare, financial services, wholesale distribution, and IT sectors across Japan, the United States, Australia, and India, using sophisticated evasion techniques including geofencing, anti-detection configurations, and real-time victim interaction through Telegram bots. This incident highlights the evolving threat landscape where cybercriminal infrastructure has become commoditized through phishing-as-a-service platforms, significantly lowering barriers to entry for less skilled attackers. The discovery comes amid increased regulatory scrutiny on cloud security and the growing sophistication of social engineering attacks targeting multi-factor authentication bypass techniques.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
Critical Security Flaws Found in 25 Popular Package Managers
Critical Security Flaws Found in 25 Popular Package Managers

Critical Security Flaws Found in 25 Popular Package Managers

A comprehensive security analysis of 25 popular package managers revealed widespread vulnerabilities in supply chain integrity protection. Trail of Bits researchers discovered that fewer than half use lockfiles that check for tampering by default, and only two package managers verify the integrity of every downloaded package. The study exposed critical weaknesses including unencrypted HTTP connections in cpanminus, insufficient cryptographic hash validation across multiple platforms, and missing signature verification in most systems. These vulnerabilities could allow malicious package repositories to inject compromised code into legitimate software dependencies, potentially affecting millions of applications worldwide. This research highlights the urgent need for stronger package manager security as supply chain attacks continue to evolve and target increasingly sophisticated infrastructure components.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
How Poor Third-Party VPN Configuration Led to Months-Long Bank Infiltration
How Poor Third-Party VPN Configuration Led to Months-Long Bank Infiltration
Banking/Mortgage2 weeks ago

How Poor Third-Party VPN Configuration Led to Months-Long Bank Infiltration

In 2026, a European bank experienced a months-long credential-based intrusion through a misconfigured third-party managed VPN gateway that lacked proper authentication controls. The opportunistic threat actor conducted extensive network reconnaissance, brute-force authentication attempts against administrator accounts, and systematic data scraping from internal documentation systems. The attack culminated in an attempt to exploit a Windows Server Update Services vulnerability for persistence, which was successfully contained by Cortex XDR before lateral movement could occur. Unit 42's investigation confirmed no persistent backdoors were established, and the incident was fully remediated through credential rotation and security control improvements. This incident highlights the growing trend of opportunistic threat actors exploiting basic security hygiene gaps rather than sophisticated zero-day techniques, emphasizing the critical importance of foundational controls like multi-factor authentication and timely patching in an era where third-party risk management has become a primary attack vector.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical OCI Identity Domains Vulnerability: When Cloud Authorization Models Collide
Critical OCI Identity Domains Vulnerability: When Cloud Authorization Models Collide

Critical OCI Identity Domains Vulnerability: When Cloud Authorization Models Collide

In March 2026, security researchers at NetSPI discovered a critical permission bypass vulnerability in Oracle Cloud Infrastructure (OCI) Identity Domains that allowed lower-privileged User Manager roles to escalate privileges and create API keys for Identity Domain Administrators. The vulnerability exploited a disconnect between two separate authorization models within OCI - traditional IAM policies and Identity Domain application roles - where different API endpoints failed to consistently enforce the same security boundaries. This allowed attackers with minimal User Manager permissions to gain full administrative control over identity domains, bypassing intended role separation controls. Oracle patched the vulnerability in June 2026 after a three-month disclosure process. This incident highlights the growing complexity of cloud identity and access management systems, where multiple authorization models can create unexpected privilege escalation paths. As organizations increasingly adopt multi-cloud strategies and complex identity architectures, understanding the intersection of different permission systems becomes critical for preventing similar bypass vulnerabilities.

Medium impact

Kill Chain

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

Security Research & Insights

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

Market Perspectives

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

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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