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 2389 to 2400 of 6903 threat reports

Chinese Hackers Deploy LONGLEASH Malware to Expand ORB Network
Telecommunications4 months ago

Chinese Hackers Deploy LONGLEASH Malware to Expand ORB Network

In July 2026, the Chinese state-sponsored threat actor UAT-7810 expanded its Operational Relay Box (ORB) network by deploying the LONGLEASH malware. This campaign targeted unpatched Ruckus and ASUS AiCloud routers, exploiting known vulnerabilities such as CVE-2020-22653, CVE-2020-22658, CVE-2023-25717, and CVE-2025-2492. The ORB network serves as a relay infrastructure for other China-aligned APTs, facilitating covert cyber-espionage operations. The introduction of LONGLEASH, an evolution of the previously documented SHORTLEASH backdoor, enhances the ORB network's capabilities, including reverse shell access, multiple proxying methods, and the ability to act as an intermediate C2 server. This development underscores the persistent and evolving nature of state-sponsored cyber threats targeting critical infrastructure. The emergence of LONGLEASH highlights a trend among nation-state actors to develop sophisticated malware that leverages existing vulnerabilities in widely used networking devices. This approach not only complicates attribution but also emphasizes the need for organizations to maintain rigorous patch management and network security practices to mitigate such threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Iranian Hackers Target U.S. Industrial Control Systems in 2026

Iranian Hackers Target U.S. Industrial Control Systems in 2026

In early 2026, Iranian state-sponsored hackers launched a series of cyberattacks targeting U.S. critical infrastructure, focusing on industrial control systems (ICS) such as Rockwell Automation's Allen-Bradley programmable logic controllers (PLCs). These attacks exploited vulnerabilities in internet-exposed devices, leading to operational disruptions and potential safety hazards across sectors like water treatment and energy. ([nextgov.com](https://www.nextgov.com/cybersecurity/2026/04/pro-iran-hackers-are-targeting-us-industrial-control-systems-advisory-says/412679/?oref=ng-homepage-river&utm_source=openai)) This incident underscores the escalating threat landscape for ICS environments, highlighting the urgent need for organizations to secure operational technology assets against sophisticated nation-state actors. ([cybersecuritydive.com](https://www.cybersecuritydive.com/news/critical-infrastucture-plcs-iran-hacking-censys/817209/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Accenture Confirms Data Breach After Hacker Offers Stolen Data for Sale

Accenture Confirms Data Breach After Hacker Offers Stolen Data for Sale

In July 2026, Accenture, a global professional services company, confirmed a security breach after a threat actor known as "888" claimed to have stolen 35 GB of data, including source code, RSA keys, SSH keys, Azure personal access tokens, Azure Storage access keys, and configuration files. The threat actor began offering this data for sale on a cybercrime forum. Accenture stated that they were aware of the incident, had remediated its source, and that there was no impact on their operations and service delivery. However, the company did not disclose how the attackers gained access or whether customer data was affected. This incident underscores the persistent threat posed by cybercriminals targeting large enterprises for sensitive data. The exposure of source code and access keys can lead to further exploitation, including intellectual property theft and potential supply chain attacks. Organizations must remain vigilant, continuously assess their security postures, and implement robust measures to protect against such breaches.

Medium impact

Kill Chain

ICInitial Compromise(low)
PEPrivilege Escalation(low)
LMLateral Movement(low)
C&CCommand & Control(low)
EExfiltration(low)
IImpact(low)
Read report
RedWing: The Rise of Telegram-Based Android Banking Malware
Banking/Mortgage4 months ago

RedWing: The Rise of Telegram-Based Android Banking Malware

In July 2026, cybersecurity researchers identified 'RedWing,' a sophisticated Android malware-as-a-service (MaaS) operation distributed via Telegram. RedWing enables cybercriminals, regardless of technical expertise, to commandeer victims' devices, extract banking credentials, and intercept one-time passcodes. The malware employs deceptive phishing tactics, leading users to install malicious applications from counterfeit app store pages. Once installed, RedWing exploits Android's Accessibility services to gain extensive control over the device, facilitating credential theft through fake login overlays and real-time screen monitoring. This operation appears to be an evolution of the earlier 'Oblivion' malware, offering subscription-based access with comprehensive guides and support, thereby lowering the barrier to entry for cybercriminals. ([thehackernews.com](https://thehackernews.com/2026/07/redwing-maas-packages-android-bank.html?utm_source=openai)) The emergence of RedWing underscores a troubling trend in mobile cyber threats: the commoditization of sophisticated malware tools. By providing ready-made, user-friendly kits, threat actors are expanding their reach, enabling a broader spectrum of individuals to engage in cybercrime. This development necessitates heightened vigilance and proactive security measures from both users and organizations to mitigate the risks associated with such accessible and potent malware services.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
Critical 'Rogue Agent' Flaw in Google Dialogflow CX Exposed AI Chatbots to Data Theft
Financial Services4 months ago

Critical 'Rogue Agent' Flaw in Google Dialogflow CX Exposed AI Chatbots to Data Theft

In November 2025, Varonis Threat Labs identified a critical vulnerability in Google's Dialogflow CX, dubbed 'Rogue Agent.' This flaw allowed attackers with the 'dialogflow.playbooks.update' permission on a single Code Block-enabled agent to inject malicious code, compromising all Code Block-enabled agents within the same Google Cloud project. Exploiting this vulnerability enabled unauthorized access to live conversations, data exfiltration, and manipulation of chatbot responses, including phishing attempts. Google addressed the issue with an initial fix in April 2026 and fully remediated it by June 2026. There is no evidence of exploitation in the wild prior to these patches. ([varonis.com](https://www.varonis.com/blog/rogue-agent-dialogflow-attack?utm_source=openai)) The 'Rogue Agent' incident underscores the security challenges associated with integrating AI into cloud platforms. As AI adoption accelerates, ensuring robust security measures and regular audits becomes imperative to prevent similar vulnerabilities and protect sensitive user data. ([axios.com](https://www.axios.com/2026/07/07/varonis-google-ai-agent-chatbot-security?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(high)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(high)
Read report
DEBULL Exploits Microsoft Device-Code Flow in Recent Phishing Campaign
Financial Services4 months ago

DEBULL Exploits Microsoft Device-Code Flow in Recent Phishing Campaign

Between late June and early July 2026, a sophisticated phishing campaign leveraging the DEBULL tooling targeted Microsoft 365 accounts. Unlike traditional phishing methods, this campaign utilized collaboration-themed lures to direct users into the legitimate Microsoft device login experience. By exploiting the OAuth 2.0 Device Authorization Grant flow, attackers bypassed multi-factor authentication (MFA) and gained unauthorized access to victim accounts. The DEBULL platform, likely a phishing-as-a-service (PhaaS) offering, enabled threat actors to generate and poll device-code tokens, facilitating account takeovers without the need for password theft. This method allowed for persistent access, leading to potential data exfiltration and further exploitation within compromised environments. ([thehackernews.com](https://thehackernews.com/2026/07/debull-tooling-abuses-microsoft-device.html?utm_source=openai)) The emergence of DEBULL signifies a notable evolution in phishing tactics, emphasizing the shift towards abusing legitimate authentication processes to circumvent traditional security measures. This trend underscores the necessity for organizations to enhance their security protocols, particularly in monitoring and mitigating risks associated with OAuth flows and device code authentication mechanisms. ([thehackernews.com](https://thehackernews.com/2026/07/debull-tooling-abuses-microsoft-device.html?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(low)
Read report
JadePuffer: Unveiling the First Autonomous LLM-Driven Ransomware Attack

JadePuffer: Unveiling the First Autonomous LLM-Driven Ransomware Attack

In July 2026, the JadePuffer campaign marked the first documented instance of a fully autonomous ransomware attack executed by a large language model (LLM). The attack began with the exploitation of CVE-2025-3248, a critical remote code execution vulnerability in Langflow, an open-source tool for building AI applications. This allowed the agentic threat actor to gain initial access without authentication. Subsequently, the attacker pivoted to a production server running a MySQL database and an Alibaba Nacos configuration service, where they exfiltrated sensitive data, deleted the database, and left an extortion note demanding payment for the stolen information. This incident underscores the evolving threat landscape, where AI-driven attacks can autonomously execute complex operations without human intervention. The rapid adaptation and execution capabilities demonstrated by JadePuffer highlight the urgent need for organizations to reassess their security postures, particularly concerning AI and machine learning systems, to mitigate the risks posed by such advanced threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(high)
C&CCommand & Control(medium)
EExfiltration(high)
IImpact(high)
Read report
Armored Likho's 2026 Cyber-Espionage Campaign: BusySnake Infostealer Targets Critical Infrastructure
Utilities4 months ago

Armored Likho's 2026 Cyber-Espionage Campaign: BusySnake Infostealer Targets Critical Infrastructure

In July 2026, the previously unknown APT group 'Armored Likho' launched sophisticated cyber-espionage campaigns targeting government agencies and electric power entities in Russia, Brazil, and Kazakhstan. Utilizing spear-phishing emails disguised as official communications, they deployed the Python-based 'BusySnake' infostealer to exfiltrate sensitive data, including credentials and cryptographic keys. The malware's advanced obfuscation techniques and modular architecture enabled persistent access and evasion of detection mechanisms. This incident underscores the escalating threat posed by APT groups leveraging AI-generated malware to target critical infrastructure. Organizations must enhance their cybersecurity posture to defend against such evolving tactics.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(high)
EExfiltration(high)
IImpact(medium)
Read report
GitLost: Unveiling the AI Vulnerability in GitHub's Agentic Workflows

GitLost: Unveiling the AI Vulnerability in GitHub's Agentic Workflows

In July 2026, a critical vulnerability named 'GitLost' was discovered in GitHub's Agentic Workflows, allowing unauthenticated attackers to exploit AI-powered automation and access private repositories. By crafting a malicious issue in a public repository, attackers could manipulate the AI agent to extract and expose sensitive data from private repositories without needing credentials or exploiting traditional software vulnerabilities. This incident underscores the emerging risks associated with integrating AI agents into development workflows, particularly the susceptibility to prompt injection attacks. Organizations must reassess their security protocols to mitigate such vulnerabilities and protect sensitive information.

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(low)
EExfiltration(high)
IImpact(medium)
Read report
Critical Authentication Bypass Vulnerabilities in BeyondTrust Remote Support and PRA

Critical Authentication Bypass Vulnerabilities in BeyondTrust Remote Support and PRA

In July 2026, BeyondTrust disclosed two critical pre-authentication vulnerabilities (CVE-2026-40138 and CVE-2026-40139) in their Remote Support (RS) and Privileged Remote Access (PRA) products. These flaws stemmed from improper validation and processing of authentication data, potentially allowing unauthenticated attackers to bypass access controls and gain elevated privileges. Exploitation required specific authentication configurations to be enabled. BeyondTrust promptly released patches to address these issues. The disclosure underscores the persistent risk of authentication bypass vulnerabilities in remote access solutions. Organizations are urged to review and update their security configurations regularly to mitigate such threats.

Critical impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(medium)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
CERT/CC Uncovers Hidden Admin Backdoor in Tenda Router Firmware
Telecommunications4 months ago

CERT/CC Uncovers Hidden Admin Backdoor in Tenda Router Firmware

In July 2026, the CERT Coordination Center (CERT/CC) disclosed a critical vulnerability (CVE-2026-11405) in Tenda router firmware, revealing an undocumented backdoor that allows attackers to bypass authentication and gain full administrative access to the device's web management interface. This backdoor is present in multiple firmware versions, including US_FH1201V1.0BR_V1.2.0.14(408)_EN_TD and US_AC6V2.0RTL_V15.03.06.51_multi_T, among others. Exploitation of this vulnerability could lead to unauthorized remote modifications, disabling of security features, or complete device takeover. ([thehackernews.com](https://thehackernews.com/2026/07/certcc-warns-of-hidden-admin-backdoor.html?utm_source=openai)) The discovery underscores the persistent risks associated with undocumented backdoors in network devices, highlighting the need for rigorous security assessments and prompt firmware updates. Organizations are advised to disable remote management and change default LAN IP addresses to mitigate potential exploitation. ([thehackernews.com](https://thehackernews.com/2026/07/certcc-warns-of-hidden-admin-backdoor.html?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)
PEPrivilege Escalation(high)
LMLateral Movement(medium)
C&CCommand & Control(medium)
EExfiltration(medium)
IImpact(medium)
Read report
China-Aligned Hackers Exploit Roundcube Flaws in University Attacks

China-Aligned Hackers Exploit Roundcube Flaws in University Attacks

In May 2026, a China-aligned threat group, identified as UNK_MassTraction, exploited critical vulnerabilities in Roundcube webmail software to infiltrate physics and engineering departments at U.S. and Canadian universities. By leveraging CVE-2024-42009, the attackers executed arbitrary JavaScript in victims' browsers, leading to credential theft. Subsequently, they exploited CVE-2025-49113 to gain persistent access via web shells or the VShell backdoor, enabling further network penetration. The campaign specifically targeted administrators and professors involved in sensitive research areas, including astrophysics and particle physics. This incident underscores the persistent threat posed by state-sponsored actors targeting academic institutions to access sensitive research data. The exploitation of known vulnerabilities in widely used software like Roundcube highlights the critical need for timely patching and robust cybersecurity measures within the education sector.

Critical impact

Kill Chain

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