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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 2641 to 2652 of 5175

Salesforce Experience Cloud Guest User Misconfiguration Breach 2026
Impact· HIGH
Salesforce Experience Cloud Guest User Misconfiguration Breach 2026

In March 2026, the cybercriminal group ShinyHunters exploited misconfigured guest user profiles in Salesforce's Experience Cloud, leading to unauthorized access to sensitive customer data. By utilizing a modified version of the open-source tool AuraInspector, the attackers scanned public-facing Experience Cloud sites and extracted data without authentication. This breach impacted approximately 400 organizations, including high-profile companies such as Snowflake, Okta, LastPass, Sony, AMD, and Salesforce itself. The compromised data included names, phone numbers, and other CRM information, which were subsequently used for social engineering and voice phishing campaigns. Salesforce confirmed that the issue stemmed from customer-configured settings rather than a vulnerability in its platform. ([techradar.com](https://www.techradar.com/pro/security/shinyhunters-claims-its-behind-ongoing-salesforce-aura-data-theft-assault-warns-more-attacks-to-come?utm_source=openai)) This incident underscores the critical importance of proper configuration and regular auditing of cloud-based services. Misconfigurations, especially in widely used platforms like Salesforce, can lead to significant data breaches, emphasizing the need for organizations to adhere to security best practices and continuously monitor their systems for potential vulnerabilities.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(high)
Read Report
Chinese APT Group Exploits Middle East Tensions to Target Qatar with PlugX Malware
Impact· HIGH
Chinese APT Group Exploits Middle East Tensions to Target Qatar with PlugX Malware

In early March 2026, the Chinese-linked Advanced Persistent Threat (APT) group known as Camaro Dragon launched a cyber-espionage campaign targeting entities in Qatar. Within 24 hours of the escalation of Middle East tensions, the group deployed PlugX malware using war-themed lure documents that mimicked legitimate communications related to the regional conflict. The infection chain involved malicious LNK files leading to DLL hijacking of a legitimate Baidu NetDisk binary, ultimately installing the PlugX backdoor. This malware enables remote command execution, keystroke logging, screen capture, and data exfiltration. The rapid deployment and contextually relevant lures highlight the group's ability to swiftly adapt to geopolitical events for intelligence gathering purposes. This incident underscores the increasing trend of state-sponsored cyber actors exploiting current geopolitical crises to enhance the effectiveness of their campaigns. Organizations, especially those in geopolitically sensitive regions, must remain vigilant against such rapidly evolving threats and ensure robust cybersecurity measures are in place to detect and mitigate sophisticated intrusion attempts.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(medium)
I
Impact(low)
Read Report
AWS Data Centers in Middle East Targeted by Drone Strikes in 2026
Impact· HIGH
AWS Data Centers in Middle East Targeted by Drone Strikes in 2026

In early March 2026, Iranian drone strikes targeted Amazon Web Services (AWS) data centers in the United Arab Emirates (UAE) and Bahrain, causing significant structural damage and service disruptions. Two facilities in the UAE were directly hit, while a third in Bahrain sustained damage from a nearby strike. These attacks led to outages across multiple AWS services, including EC2, S3, and RDS, affecting businesses, financial institutions, and government entities in the region. AWS reported that recovery efforts would be prolonged due to the extent of the physical damage. ([thenationalnews.com](https://www.thenationalnews.com/business/2026/03/03/drone-strikes-damage-amazon-data-centres-in-uae-and-bahrain-disrupting-services/?utm_source=openai)) This incident underscores the vulnerability of cloud infrastructure to physical attacks, especially in geopolitically volatile regions. Organizations relying on cloud services must reassess their disaster recovery and data sovereignty strategies to ensure resilience against both cyber and kinetic threats. ([apnews.com](https://apnews.com/article/71066b0a822c4cfd88b61e3fe79af917?utm_source=openai))

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(high)
Read Report
Critical Vulnerabilities in Lantronix EDS3000PS and EDS5000 Devices Threaten Infrastructure Security
Impact· HIGH
Critical Vulnerabilities in Lantronix EDS3000PS and EDS5000 Devices Threaten Infrastructure Security

In March 2026, multiple critical vulnerabilities were identified in Lantronix EDS3000PS and EDS5000 devices, including OS command injection and authentication bypass issues. Exploitation of these vulnerabilities could allow attackers to execute code with root-level privileges, potentially compromising critical infrastructure sectors such as Communications, Information Technology, and Critical Manufacturing. ([cisa.gov](https://www.cisa.gov/news-events/bulletins/sb22-108?utm_source=openai)) This incident underscores the ongoing risks associated with unpatched vulnerabilities in network devices, highlighting the necessity for organizations to implement robust vulnerability management and regular system updates to mitigate potential threats.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Critical Security Flaws in Apeman Cameras: A 2025 Analysis
Impact· CRITICAL
Critical Security Flaws in Apeman Cameras: A 2025 Analysis

In late 2025, multiple critical vulnerabilities were identified in Apeman ID71 cameras, including hard-coded credentials (CVE-2025-11126), cross-site scripting (CVE-2025-11851), and missing authentication for critical functions (CVE-2025-11852). These flaws could allow remote attackers to gain unauthorized access, manipulate device settings, or intercept camera feeds. Despite early notifications, Apeman did not respond to these disclosures, leaving devices exposed to potential exploitation. The prevalence of IoT devices with unpatched vulnerabilities underscores the urgent need for manufacturers to implement robust security measures and for users to apply timely updates. This incident highlights the critical importance of proactive vulnerability management in safeguarding connected devices against emerging threats.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(high)
Read Report
Microsoft's March 2026 Patch Tuesday: Addressing 83 Vulnerabilities, Including Two Zero-Days
Impact· CRITICAL
Microsoft's March 2026 Patch Tuesday: Addressing 83 Vulnerabilities, Including Two Zero-Days

In March 2026, Microsoft released security updates addressing 83 vulnerabilities across its product suite, including Windows, Office, SQL Server, Azure, and .NET. Among these, eight were rated as critical, and two vulnerabilities—CVE-2026-26127 and CVE-2026-21262—were publicly disclosed prior to patch release, though neither had been exploited in the wild. CVE-2026-21536, a remote code execution flaw in Microsoft's Devices Pricing Program, received the highest severity rating with a CVSS score of 9.8. Microsoft has proactively mitigated this issue within its cloud infrastructure, requiring no customer action. ([anonhaven.com](https://anonhaven.com/en/news/microsoft-march-2026-patch-tuesday-83-cves/?utm_source=openai)) This update marks the first Patch Tuesday in six months without any actively exploited zero-day vulnerabilities. The absence of active exploitation provides organizations a crucial window to apply patches without the immediate pressure of ongoing attacks. However, the disclosure of vulnerabilities like CVE-2026-26127 and CVE-2026-21262 underscores the importance of timely patch management to preempt potential exploitation. ([cyberscoop.com](https://cyberscoop.com/microsoft-patch-tuesday-march-2026/?utm_source=openai))

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Critical Unauthenticated Access Vulnerability in Honeywell IQ4x BMS Controllers (2026)
Impact· HIGH
Critical Unauthenticated Access Vulnerability in Honeywell IQ4x BMS Controllers (2026)

In March 2026, a critical vulnerability (CVE-2026-3611) was identified in Honeywell's IQ4x Building Management System (BMS) controllers. The flaw allows unauthenticated access to the web-based Human-Machine Interface (HMI) in factory-default configurations, enabling remote attackers to create administrative accounts, manipulate building controls, and potentially lock out legitimate operators. This vulnerability affects multiple models, including IQ4E, IQ412, IQ422, IQ4NC, IQ41x, IQ3, and IQECO, across firmware versions from v3.50_3.44 to v4.36_build_4.3.7.9. ([community.itbible.org](https://community.itbible.org/t/honeywell-iq4x-bms-controller/2685?utm_source=openai)) The discovery underscores the critical need for secure default configurations in industrial control systems. With thousands of these controllers potentially exposed online, the risk of unauthorized access to critical infrastructure is heightened, emphasizing the importance of immediate remediation and robust security practices in operational technology environments. ([cybersecuritynews.com](https://cybersecuritynews.com/thousand-of-honeywell-controllers-exposed/?utm_source=openai))

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Critical Vulnerability in Ceragon and Siklu's EtherHaul and MultiHaul Devices (CVE-2025-57176)
Impact· CRITICAL
Critical Vulnerability in Ceragon and Siklu's EtherHaul and MultiHaul Devices (CVE-2025-57176)

In September 2025, a critical vulnerability (CVE-2025-57176) was identified in Ceragon Networks and Siklu Communication's EtherHaul and MultiHaul series devices. The 'rfpiped' service on TCP port 555 allowed unauthenticated file uploads to any writable location on the device. This flaw, present in firmware versions 7.4.0 through 10.7.3, utilized weak encryption for metadata and transmitted file contents in cleartext, lacking authentication and path validation. Exploitation could lead to unauthorized access and control over affected devices. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/CVE-2025-57176?utm_source=openai)) This incident underscores the persistent risks associated with inadequate authentication mechanisms in network devices. Organizations must prioritize regular firmware updates and implement robust access controls to mitigate such vulnerabilities.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Unveiling Critical Reverse Proxy Header Vulnerabilities in 2025
Impact· CRITICAL
Unveiling Critical Reverse Proxy Header Vulnerabilities in 2025

In 2025, critical vulnerabilities were identified in reverse proxy applications, notably Fabio and OAuth2-Proxy, exposing significant security risks. CVE-2025-48865 in Fabio allowed attackers to manipulate or remove security-critical headers like X-Forwarded-Host and X-Real-IP by exploiting the HTTP Connection header, potentially leading to access control bypasses. Similarly, CVE-2025-64484 in OAuth2-Proxy enabled authenticated users to inject underscore variants of X-Forwarded-* headers, bypassing the proxy's filtering logic and potentially escalating privileges in upstream applications. These vulnerabilities underscore the importance of stringent header validation and normalization practices in reverse proxy configurations. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/CVE-2025-48865?utm_source=openai)) The discovery of these vulnerabilities highlights a systemic issue in how reverse proxies handle HTTP headers, emphasizing the need for organizations to reassess and fortify their security measures to prevent similar exploits.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
SolarWinds Web Help Desk 2025 AjaxProxy RCE Vulnerability
Impact· CRITICAL
SolarWinds Web Help Desk 2025 AjaxProxy RCE Vulnerability

In September 2025, a critical vulnerability (CVE-2025-26399) was identified in SolarWinds Web Help Desk, allowing unauthenticated remote attackers to execute arbitrary code on affected systems. This flaw, rooted in insecure deserialization within the AjaxProxy component, enables attackers to run commands on the host machine without authentication. Despite previous patches for related vulnerabilities (CVE-2024-28986 and CVE-2024-28988), this issue persisted, leading to active exploitation in the wild. Organizations using versions up to 12.8.7 are at significant risk and should apply the latest hotfix immediately. The recurrence of such vulnerabilities underscores the importance of comprehensive security reviews and prompt patch management. As attackers increasingly exploit deserialization flaws, organizations must prioritize securing their software supply chains and implementing robust monitoring to detect and respond to such threats promptly.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Sednit's Resurgence: Advanced Cyber Espionage Targeting Ukrainian Military (2024-2026)
Impact· HIGH
Sednit's Resurgence: Advanced Cyber Espionage Targeting Ukrainian Military (2024-2026)

Between April 2024 and March 2026, the Russian state-sponsored group Sednit (also known as APT28 or Fancy Bear) reactivated its advanced development team, deploying sophisticated implants named BeardShell and Covenant to conduct prolonged surveillance on Ukrainian military personnel. These tools, leveraging legitimate cloud services for command and control, demonstrate a direct code lineage to Sednit's earlier malware from the 2010s, indicating a resurgence in their cyber espionage capabilities. This resurgence underscores the persistent threat posed by nation-state actors employing advanced techniques to infiltrate and monitor critical military infrastructures, highlighting the need for continuous vigilance and adaptive cybersecurity measures.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(medium)
Read Report
UniPass Wallet's 2023 Account Abstraction Vulnerability: A Critical Security Lesson
Impact· MEDIUM
UniPass Wallet's 2023 Account Abstraction Vulnerability: A Critical Security Lesson

In October 2023, Fireblocks researchers identified a critical vulnerability in UniPass's ERC-4337 smart contract wallets, allowing attackers to take full control by replacing the trusted EntryPoint. This flaw exposed hundreds of wallets to potential fund drainage. The UniPass team promptly executed a white-hat operation to secure all affected wallets and implemented necessary fixes to prevent future exploits. This incident underscores the importance of rigorous security audits in the rapidly evolving landscape of smart contract wallets. As account abstraction gains traction, ensuring the integrity of foundational components like EntryPoint is paramount to safeguard user assets.

5 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(high)
Read Report

Security Research & Insights

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

OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
anthropic
OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
Matt Snyder
Matt Snyder

Jul 31, 2026

12 min read
Read More
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
ai attack
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
Matt Snyder
Matt Snyder

Jul 21, 2026

12 min read
Read More
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
ai-insider
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
Sachin Saurabh
Sachin Saurabh

Jul 07, 2026

14 min read
Read More

Market Perspectives

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

What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust
What Could Have Stopped the 2023 MGM Breach v4
What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust
John Qian
John Qian

Jul 31, 2025

7 min read
Read More
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
Tom Davis
Tom Davis

Jun 25, 2025

7 min read
Read More

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.

Cta pattren Image