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 253 to 264 of 6832 threat reports

Armory Castle's BeyondTrust Zero-Day: How a Remote Support Appliance Became a Nation-State Espionage Gateway
Armory Castle's BeyondTrust Zero-Day: How a Remote Support Appliance Became a Nation-State Espionage Gateway

Armory Castle's BeyondTrust Zero-Day: How a Remote Support Appliance Became a Nation-State Espionage Gateway

In late August 2026, China-nexus threat actor Armory Castle (UNC5221/Warp Panda) exploited CVE-2026-102764, a critical zero-day in BeyondTrust Remote Support appliances, to seize full administrative control of targeted self-hosted systems. The group deployed a PHP web shell (SAWFLY) for persistent C2, used a custom SOCKS5 proxy tool (BARECLAW) for traffic tunneling, harvested stored credentials via proprietary CLI utilities, and pivoted laterally to downstream endpoints via the appliance's Jump Item list—exfiltrating sensitive documents while systematically erasing logs to hinder detection. CISA added the vulnerability to its KEV catalog on October 16, 2026, mandating federal remediation by October 19. Armory Castle's campaign exemplifies an accelerating pattern of state-sponsored actors pre-positioning zero-days against high-value remote-access and IT management infrastructure. As enterprises increasingly rely on privileged remote-support platforms spanning hybrid and multicloud environments, attackers who compromise these chokepoints gain instant, credential-rich access to the entire downstream estate—making network segmentation, east-west visibility, and egress control more critical than ever.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
BlockStrap (CVE-2026-103849): The Magento RCE Flaw That Could Hit Before You Patch
BlockStrap (CVE-2026-103849): The Magento RCE Flaw That Could Hit Before You Patch
Retail Industry1 week ago

BlockStrap (CVE-2026-103849): The Magento RCE Flaw That Could Hit Before You Patch

In October 2026, security researchers at Sansec disclosed CVE-2026-103849, a maximum-severity remote code execution vulnerability dubbed BlockStrap, affecting Adobe Commerce and Magento Open Source through version 2.4.9 and Adobe Commerce B2B through 1.5.3. The flaw exploits a second-pass template engine directive injection, allowing attacker-controlled content in a child email template to be re-signed and processed at the root level, executing arbitrary PHP code on the underlying server. Sansec identified four distinct attack paths within 24 hours of patch analysis, warning that AI-assisted reverse engineering could accelerate weaponization. Adobe's initial Priority 2 classification—suggesting a 30-day remediation window—was challenged by Sansec given the precedent set by StyleSmuggler, a comparable flaw that moved from disclosure to mass exploitation within three days. BlockStrap highlights a persistent and escalating risk in e-commerce infrastructure: critical template-engine injection flaws in platforms like Magento remain high-value targets for financially motivated threat actors. The use of AI agents to rapidly reverse-engineer patches into working exploits is compressing the window between disclosure and mass exploitation, rendering standard patch cadences dangerously inadequate for production commerce environments.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
AdFection: How Targeted Ads Became a Zero-Click Pipeline for Candiru Spyware
AdFection: How Targeted Ads Became a Zero-Click Pipeline for Candiru Spyware
Broadcast Media1 week ago

AdFection: How Targeted Ads Became a Zero-Click Pipeline for Candiru Spyware

Between March and June 2026, Israeli mercenary spyware vendor Candiru was deployed against at least 45 devices at Al Jazeera Media Network through a zero-click advertising attack technique dubbed AdFection by Citizen Lab researchers. The operation was orchestrated by Discover-Tech, a company acting as a broker between the surveillance industry and programmatic ad networks. Malicious JavaScript embedded in purchased ad placements contacted a NOAS server upon rendering, silently fingerprinting and selecting high-value targets for Candiru DevilsTongue spyware delivery—no user interaction required. The campaign placed 3.77 billion ad bids and won 442 million auctions, touching 75,373 mobile apps and 120,768 websites. AdFection marks the first publicly confirmed instance of commercial spyware delivered via targeted advertising infrastructure at scale, blurring the line between the ad-tech ecosystem and state-grade surveillance tooling. As mercenary spyware operators increasingly weaponize legitimate digital channels, organizations in media, civil society, and regulated industries face a novel and nearly invisible initial-compromise vector that bypasses traditional endpoint and perimeter defenses.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Drupal's Critical RCE Flaws (CVE-2026-108097 & CVE-2026-108099): What Security Teams Must Do Now
Drupal's Critical RCE Flaws (CVE-2026-108097 & CVE-2026-108099): What Security Teams Must Do Now

Drupal's Critical RCE Flaws (CVE-2026-108097 & CVE-2026-108099): What Security Teams Must Do Now

In October 2026, Drupal disclosed two critical remote code execution vulnerabilities—CVE-2026-108097 in the core Field UI module and CVE-2026-108099 in the contributed Entity List module—affecting all supported versions of the widely deployed open-source CMS. Both flaws can be exploited through contributed or custom modules, with at least one unauthenticated exploitation path confirmed for each. Drupal's Security Team issued an advance warning urging administrators to patch immediately, citing the likelihood of working exploits appearing within hours or days of disclosure. Over one million websites, including those run by government agencies, universities, and nonprofits, are potentially at risk. Critical unauthenticated RCE vulnerabilities in widely deployed CMS platforms historically trigger mass exploitation campaigns within days. The Drupal ecosystem's prevalence in public-sector and educational institutions amplifies the blast radius, as threat actors increasingly automate opportunistic scanning for unpatched web applications to establish persistent footholds or deploy ransomware.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
CVE-2026-106931: When Your WAF Becomes the Attack Surface
CVE-2026-106931: When Your WAF Becomes the Attack Surface

CVE-2026-106931: When Your WAF Becomes the Attack Surface

In October 2026, attackers began actively exploiting CVE-2026-106931, a critical OS command-injection vulnerability in the SiteGuard Server Edition web application firewall. The flaw resides in the product's statistics feature—enabled by default—and affects versions 2.20 through pre-8.00 Update 5 across Apache, Nginx, and IIS deployments on Linux and Windows. Successful exploitation allows unauthenticated or low-privileged attackers to execute arbitrary operating-system commands with root or SYSTEM privileges, effectively granting full host control. SiteGuard protects an estimated 1.5 million websites globally, including roughly 500,000 active WordPress installations, amplifying the potential blast radius of this campaign. This incident underscores a growing attacker pattern of targeting the security tools themselves—WAFs, VPNs, and gateways—as high-value pivot points. When the defensive perimeter becomes the attack surface, organizations that rely on perimeter-only controls without internal segmentation, anomaly detection, or east-west traffic inspection face compounding risk once the outer layer is bypassed.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
Critical NGINX Flaws Put Cloud-Native Infrastructure at Risk: What Security Teams Must Do Now
Critical NGINX Flaws Put Cloud-Native Infrastructure at Risk: What Security Teams Must Do Now

Critical NGINX Flaws Put Cloud-Native Infrastructure at Risk: What Security Teams Must Do Now

In October 2026, F5 released out-of-band emergency patches addressing three critical vulnerabilities in NGINX—CVE-2026-15176 and CVE-2026-97205 in the ngx_http_v3_module, and CVE-2026-93479 in the NGINX map directive. These flaws expose NGINX Plus, NGINX Open Source, NGINX Ingress Controller, NGINX Gateway Fabric, and NGINX Instance Manager to remote code execution and denial-of-service attacks via heap-based buffer overflow and use-after-free conditions. Exploitation requires no credentials and can succeed on systems with ASLR disabled or bypassable, affecting enterprises across cloud-native and hybrid environments. F5 has not confirmed active in-the-wild exploitation, but interim mitigations are available for organizations unable to patch immediately. This disclosure follows a pattern of sustained targeting of F5 infrastructure by cybercriminal and nation-state actors, including a 2025 breach of F5's own systems in which source code and undisclosed BIG-IP vulnerability data were stolen. With NGINX powering a significant share of global web infrastructure and Kubernetes ingress layers, the blast radius of unpatched deployments is substantial, making rapid patch adoption a board-level concern.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(high)
Read report
UAT-11985: How AI-Powered Fake Event Invites Bypassed MFA to Compromise Taiwan Research Accounts
UAT-11985: How AI-Powered Fake Event Invites Bypassed MFA to Compromise Taiwan Research Accounts

UAT-11985: How AI-Powered Fake Event Invites Bypassed MFA to Compromise Taiwan Research Accounts

In mid-2026, a threat actor tracked as UAT-11985 launched a sophisticated spear-phishing campaign targeting individuals affiliated with Taiwan research organizations. The operation used AI-assisted content generation to craft convincing fake event invitations impersonating legitimate academic and policy institutions, including the Taiwan European Union Centre and NCCU Institute of International Relations. Victims were lured to an adversary-in-the-middle (AitM) phishing framework that spoofed Google login pages, harvesting credentials and MFA codes in real time via obfuscated JavaScript and WebSocket connections. The campaign also embedded malicious QR codes into legitimate event posters to extend the attack surface beyond email recipients. This incident reflects a broader and accelerating trend of AI-augmented phishing operations targeting geopolitically sensitive organizations. The combination of AitM proxy techniques, MFA bypass, and QR code phishing (quishing) represents a significant evolution in credential theft tradecraft, making traditional perimeter defenses and user awareness training insufficient on their own.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
Five Minutes Was All It Took: How UNC7017 Weaponized AOMEI Backupper's Update Channel to Backdoor Organizations in 11 Countries
Five Minutes Was All It Took: How UNC7017 Weaponized AOMEI Backupper's Update Channel to Backdoor Organizations in 11 Countries

Five Minutes Was All It Took: How UNC7017 Weaponized AOMEI Backupper's Update Channel to Backdoor Organizations in 11 Countries

Between May and July 2026, a threat actor tracked as UNC7017 conducted a precision supply-chain attack against AOMEI Backupper, a widely deployed Windows backup and disk-cloning tool. Attackers gained write access to AOMEI's update servers and swapped two unsigned configuration files—down_html.ini and Notifycfg.ini—during three windows lasting five to ten minutes each. Any copy of the software that polled for updates during those windows silently downloaded and executed a backdoor called SHINYROAD, delivered via a DLL-sideloading chain using a signed Radmin binary. Affected organizations span IT services, telecommunications, and higher education across 11 countries, and a secondary WebDAV trick enabled NetNTLMv2 credential theft with no code execution required. This incident crystallizes a maturing attacker playbook: compromise the trusted update mechanism of a legitimate vendor, operate in sub-ten-minute windows to defeat point-in-time scanning, and leave no exploited CVE to patch. As software supply-chain intrusions grow more ephemeral and harder to triage, organizations face mounting pressure from CISA, NIST CSF 2.0, and PCI DSS 4.0 to enforce cryptographic verification of software updates and apply zero-trust network controls around all outbound software delivery paths.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
MALFEX 2026: How a Nine-Line npm Package Smuggled a Shellcode Loader into Windows Developer Environments
MALFEX 2026: How a Nine-Line npm Package Smuggled a Shellcode Loader into Windows Developer Environments

MALFEX 2026: How a Nine-Line npm Package Smuggled a Shellcode Loader into Windows Developer Environments

In late September 2026, threat researchers uncovered a sustained software supply-chain campaign dubbed MALFEX, in which an unknown threat actor published a series of malicious npm packages—most recently 'imgdecode'—targeting Windows developers. The package conceals a compiled Windows DLL inside a Node.js native addon; when loaded, the DLL fetches encrypted shellcode from a GitHub repository, decrypts it, and injects it into a legitimate dllhost.exe process. The malware deploys both the Overlord RAT and a Go-based Node.js infostealer ('movinlike') capable of harvesting browser credentials, crypto wallets, Discord, Telegram, seed phrases, SSH keys, and gaming platform tokens, while establishing a persistent WebSocket C2 channel and evading sandbox detection. Active since August 2023, the campaign has cycled through at least eleven package identities in direct response to npm takedowns. This incident underscores an accelerating attacker pattern of weaponizing open-source package ecosystems to reach enterprise CI/CD pipelines and developer workstations. The adversary's rapid republishing cadence—replacing removed packages within hours—highlights the inadequacy of reactive registry enforcement and reinforces urgent demand for proactive supply-chain controls, network egress enforcement, and east-west segmentation in cloud-native environments.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(low)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
One Stolen Credential, 173 Breached Tenants: Inside the ConnectWise Cloud Backup OAuth Attack
One Stolen Credential, 173 Breached Tenants: Inside the ConnectWise M365 Supply Chain Attack

One Stolen Credential, 173 Breached Tenants: Inside the ConnectWise Cloud Backup OAuth Attack

On October 15, 2026, unknown threat actors exploited a compromised OAuth credential belonging to ConnectWise Cloud Backup (formerly SkyKick) to gain unauthorized access to 173 Microsoft 365 tenants. Operating from IP address 144.172.64.128 between 06:13 and 08:34 UTC, attackers scripted through tenants in sorted GUID order, harvesting Microsoft Graph tokens and inheriting the application's broad permissions—full mailbox access, OneDrive, SharePoint, Teams, and directory data. In at least one tenant, a ConnectWise app elevated itself to Global Administrator and injected credentials into trusted third-party applications, extending the blast radius across the MSP customer ecosystem. This incident underscores the accelerating abuse of trusted OAuth applications and MSP supply-chain vectors as force-multipliers for attackers. A single compromised vendor credential cascaded across 173 organizations simultaneously, illustrating how identity-centric supply-chain attacks are rapidly displacing traditional network-based intrusions as the dominant enterprise threat pattern in 2026.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
37 Years in the Kernel: How a Legacy BSD Integer Overflow Was Chained Into a Full OpenBSD Root Exploit
37 Years in the Kernel: How a Legacy BSD Integer Overflow Was Chained Into a Full OpenBSD Root Exploit

37 Years in the Kernel: How a Legacy BSD Integer Overflow Was Chained Into a Full OpenBSD Root Exploit

In October 2026, security firm Calif published a working local privilege escalation exploit against OpenBSD 7.9 that chains a 37-year-old signed 16-bit integer overflow in the shmat() shared-memory attachment counter with a separate kernel use-after-free, ultimately bypassing OpenBSD's KARL kernel-address randomization and hardware SMAP/SMEP protections to achieve root. The attack requires no information-disclosure vulnerability, exploiting deterministic kernel memory allocators to locate function pointers at predictable addresses. OpenBSD shipped patches in September 2026 via errata 018 and 026, available through syspatch across all architectures. No CVE was assigned and no in-the-wild exploitation has been observed. This disclosure highlights how legacy type definitions inherited across decades of BSD lineage can survive in security-hardened operating systems, and how layered exploit chains increasingly neutralize multiple independent mitigations simultaneously. The research underscores growing attacker sophistication in local privilege escalation techniques targeting hardened Unix-family kernels—a trend increasingly relevant to cloud workloads, container escape scenarios, and shared multi-tenant infrastructure.

Medium impact

Kill Chain

ICInitial Compromise(medium)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(low)
IImpact(low)
Read report
Inside the AOMEI Supply-Chain Attack: How UNC7017 Hijacked Update Servers to Silently Deploy Backdoors
Inside the AOMEI Supply-Chain Attack: How UNC7017 Hijacked Update Servers to Silently Deploy Backdoors

Inside the AOMEI Supply-Chain Attack: How UNC7017 Hijacked Update Servers to Silently Deploy Backdoors

Between April and July 2026, threat actor UNC7017 conducted a stealthy supply-chain attack against AOMEI Backupper, a widely deployed Windows backup application, by compromising the vendor's update and notification server infrastructure. Attackers briefly modified two configuration files—down_html.ini and Notifycfg.ini—during three narrow windows lasting five to ten minutes each, redirecting the software to download a malicious ZIP archive and silently execute a novel downloader (CROSSROAD) and backdoor (SHINYROAD) without user interaction. SHINYROAD leveraged legitimate Radmin components to establish outbound C2 connectivity. Affected organizations spanned IT services, telecommunications, and higher education across the United States, Australia, India, Singapore, Spain, and Switzerland. This incident illustrates a growing attacker preference for ephemeral, low-dwell-time supply-chain tampering that evades traditional perimeter and endpoint defenses. By operating inside trusted vendor delivery channels and restoring malicious files within minutes, UNC7017 exploited the implicit trust organizations place in signed, vendor-distributed software updates—a pattern increasingly observed across enterprise software ecosystems in 2025–2026.

High impact

Kill Chain

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