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.
Recent Breaches, Security Incidents & Vulnerabilities
AI-Powered Threat Analysis
Agentic AI that analyzes real-world attacks — across security incidents, breaches, and exploited vulnerabilities — to produce structured, actionable intelligence.
Displaying 4141 to 4152 of 5957
How ConsentFix OAuth Phishing Redefined Microsoft Cloud Account Threats in 2024
In early 2024, security researchers uncovered 'ConsentFix,' a sophisticated OAuth phishing campaign targeting Microsoft account holders across multiple sectors. Attackers leveraged consent phishing techniques, using malicious OAuth applications and browser-based authorization flows to trick users into granting access to their Microsoft 365 data—bypassing traditional credential-based defenses. Victims, believing they were authorizing legitimate apps, inadvertently permitted attackers to persistently access mail, files, and other sensitive resources. The campaign quickly evolved, with new variants adopting evasive tactics and leveraging cloud application trust models. Consent phishing's rise highlights a worrying trend: attackers increasingly exploit identity platforms and legitimate authorization mechanisms, rather than relying on malware or password theft. As organizations accelerate cloud adoption and remote collaboration, monitoring and mitigating application consent attacks is paramount for regulatory compliance and security posture.
8 months ago
Kill Chain
Pax8’s 2026 MSP Partner Data Exposure: Lessons from a Cloud Email Mishap
In January 2026, cloud marketplace giant Pax8 disclosed that it inadvertently exposed sensitive business information related to approximately 1,800 managed service provider (MSP) partners. The incident occurred when a Pax8 EMEA account manager mistakenly emailed a spreadsheet—intended for internal use—to under 40 UK-based partners. The file contained details such as partner and customer organization IDs, Microsoft product SKUs, license counts, renewal dates, booking data, and internal pricing. While the leaked data reportedly did not include personally identifiable information, it revealed confidential customer portfolios and licensing metrics, with over 56,000 entries potentially providing valuable intelligence to competitors or cybercriminals. Pax8 moved quickly to recall the emails, directly requested deletion, and launched an internal review to address the flaw. This breach highlights the persistent risks linked to accidental data disclosures, especially within cloud ecosystems and partner networks. Data leaks through misdirected emails are increasingly exploited by threat actors for social engineering, competitive maneuvering, and phased cyberattacks, driving renewed urgency for zero trust controls and robust data-handling processes.
8 months ago
Kill Chain
Victorian Department of Education Student Data Breach: Supply Chain Risk in Focus
In early June 2024, the Victorian Department of Education in Australia disclosed a major data breach impacting thousands of current and former students. Attackers exploited a third-party file transfer platform, gaining unauthorized access to sensitive personal information, including names, addresses, dates of birth, and potentially other contact and identification details. The breach prompted direct notifications to affected families and led to an immediate investigation in collaboration with cybersecurity partners and law enforcement. The department took affected systems offline, bolstered security controls, and assessed the scale of data compromise. This incident comes amid a global surge in attacks exploiting third-party platforms and supply chain vendors, as seen in recent mass hacks targeting educational and government sectors. It underlines the urgent need for robust data segmentation, encrypted traffic, and continuous anomaly detection to protect critical personal information from increasingly sophisticated threat actors.
8 months ago
Kill Chain
Active Exploitation of Gogs CVE-2025-8110: Path Traversal Risks in DevOps Platforms
In January 2026, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) issued an alert regarding the active exploitation of a critical path traversal vulnerability (CVE-2025-8110, CVSS 8.7) in Gogs, a widely used self-hosted Git service. Attackers bypassed prior security controls using symbolic links within the repository editor and abused the PutContents API to overwrite sensitive files on a server, effectively achieving code execution. Over 700 Gogs instances were reported compromised, with thousands of internet-exposed installations at risk worldwide. The exploitation allowed adversaries to gain control over affected servers, posing serious risks to intellectual property, credentials, and sensitive data. This incident is particularly significant as it highlights the continued targeting of critical DevOps infrastructure through zero-day attacks, especially when rapid patching is not possible. The Gogs event reflects wider trends of supply-chain vulnerability exploitation and underlines the urgency for defense-in-depth and active monitoring.
8 months ago
Kill Chain
SHADOW#REACTOR: 2026’s Multi-Layered Remcos RAT Attack on Windows Systems
In January 2026, cybersecurity researchers uncovered an evasive malware campaign dubbed SHADOW#REACTOR that delivered Remcos RAT via a sophisticated, multi-stage Windows attack chain. Attackers used obfuscated VBS scripts initiated through user interaction to invoke PowerShell downloaders that fetched fragmented text-based payloads. These were assembled and decrypted in memory using .NET Reactor–protected loaders, eventually launching the Remcos RAT through MSBuild.exe to gain covert, persistent access. The campaign primarily targeted enterprises and SMBs, leveraging modular loaders and living-off-the-land binaries for stealth, resilience, and evasiveness, with a clear design to complicate detection and incident response. The campaign’s blending of text-only stagers, in-memory decoding, and LOLBin abuse demonstrates the ongoing evolution of malware delivery tactics. It highlights the rising sophistication of opportunistic attackers serving as initial access brokers, reflecting a broader trend toward modular, easily adaptable attack frameworks that challenge defensive controls in both enterprise and midmarket environments.
8 months ago
Kill Chain
Critical FortiSIEM Command Injection Exploit Puts Enterprises at Risk in 2024
In June 2024, a critical remote code execution (RCE) vulnerability was publicly disclosed for Fortinet's FortiSIEM solution (CVE-2024-23108/CVE-2024-23109). Public exploit code was released, enabling remote, unauthenticated attackers to execute arbitrary commands on affected systems. The flaw, rated CVSS 10.0, exposes organizations using FortiSIEM to the risk of full system compromise and data exfiltration, with security teams scrambling to identify exposure and deploy patches. Fortinet has released urgent security updates, while threat intelligence sources report active scanning and attempted exploitation in the wild within days of disclosure. This incident underscores an accelerating trend of attackers exploiting zero-day or n-day flaws rapidly after public disclosure, often leveraging weaponized PoCs released on open-source platforms. Enterprises with lagging patch cycles or poor internal segmentation remain at heightened risk amid regulatory scrutiny and increased lateral movement by threat actors.
8 months ago
Kill Chain
How the Free Mobile 2024 Data Breach Exposed Millions: Lessons in Telecom Security
In October 2024, Free Mobile—France's second-largest ISP—suffered a significant data breach when hackers compromised its management tool, exposing information of up to 23 million current and former subscribers. Attackers leveraged weak VPN authentication and exploited inadequate detection controls to exfiltrate sensitive customer data, including banking details (IBANs). The breach then led to data being offered for sale on a hacker forum, with later regulatory investigations confirming extensive security lapses, leading to a €42 million fine by CNIL for violations of GDPR related to security, breach notification, and data retention. This incident highlights the growing risk facing telecom providers from targeted attacks utilizing credential compromise and weak internal controls. It underscores regulatory attention and penalties for organizations that fail to meet cybersecurity and data protection obligations, particularly under GDPR.
8 months ago
Kill Chain
ServiceNow Patches Critical AI Platform Vulnerability Exposing Unauthenticated User Impersonation Risk
In January 2025, ServiceNow disclosed a critical security vulnerability (CVE-2025-12420, dubbed 'BodySnatcher') in its AI Platform allowing unauthenticated attackers to impersonate legitimate users and perform arbitrary actions with their privileges. The flaw, which received a CVSS score of 9.3, provided a simple attack vector for adversaries to exploit publicly accessible ServiceNow environments, potentially leading to widespread data exposure, privilege escalation, and compromise of sensitive workflows. No authentication was required to leverage this bug, amplifying its risk across enterprises leveraging ServiceNow AI for automation and service management. This breach highlights the increasing dangers posed by identity-based exploits in cloud SaaS applications, especially as organizations accelerate AI and automation initiatives. Attacker interest in identity manipulation has surged, putting pressure on SaaS security postures and regulatory compliance, making timely patching and identity-centric controls non-negotiable.
8 months ago
Kill Chain
Kyowon 2026 Ransomware Attack: Lessons from a Massive Data Breach
In January 2026, Kyowon Group, a major South Korean conglomerate specializing in education and consumer services, suffered a disruptive ransomware attack impacting approximately 600 out of 800 servers. The attack resulted in significant operational outages and the confirmed exfiltration of internal data, with the potential exposure of information tied to over 9.6 million registered user accounts. While the full scope of compromised customer data is under investigation, Kyowon immediately notified authorities and began working with security experts to contain the breach and restore services. No ransomware group has publicly claimed responsibility as of now. This incident highlights an ongoing trend of large-scale cyberattacks against major South Korean enterprises, with mounting pressure from regulatory bodies to improve cyber resilience. The Kyowon case exemplifies how attackers are increasingly targeting critical service infrastructure and customer databases for extortion, making robust endpoint protection and incident response capabilities more essential than ever.
8 months ago
Kill Chain
China-Linked VoidLink Malware Hits Linux Cloud and Container Workloads
In December 2025, security researchers identified a sophisticated, modular malware framework called VoidLink, engineered by a China-linked APT group to target Linux-based cloud and container environments. This threat leverages advanced rootkit features, credential harvesting, anti-forensics modules, and a modular plugin system to maintain long-term, stealthy access. The malware natively detects and adapts to Docker, Kubernetes, and major cloud service providers such as AWS, Azure, GCP, Alibaba, and Tencent, with its operators able to control it remotely via a web-based dashboard. VoidLink is believed to be used for espionage, data exfiltration, and potentially supply chain attacks affecting software developers and cloud-native infrastructure. VoidLink exemplifies a rapidly growing threat to cloud and DevOps ecosystems, where attackers increasingly favor Linux malware frameworks capable of evading modern detection. Organizations should note the malware’s cloud awareness, lateral movement abilities, and automated risk-adaptive evasions as they re-evaluate Linux and cloud security controls amidst a surge in advanced APT targeting of critical infrastructure.
8 months ago
Kill Chain
PLUGGYAPE Malware Campaign Exposes Messenger Security Gaps in Ukraine’s Defense Sector
Between October and December 2025, Ukrainian defense forces were targeted by cyber espionage campaigns conducted by the Russian-linked group known as Void Blizzard (aka Laundry Bear or UAC-0190). Using popular messaging platforms Signal and WhatsApp, attackers posed as charity organizations and tricked victims into downloading password-protected archives containing a Python-based backdoor, PLUGGYAPE. The malware, distributed through well-crafted social engineering and employing techniques such as obfuscated payloads and anti-analysis, enabled remote command execution and data theft. Attackers further enhanced operational security using external paste services for command-and-control server updates, rendering infrastructure takedowns less effective while maintaining persistent access on compromised hosts. This breach underscores the growing sophistication of social engineering and the exploitation of widely trusted communication platforms for initial access. The incident highlights not only ongoing threat activity against critical state functions but also the evolving nature of cyber threats adapting to countermeasures, necessitating enhanced vigilance and reformulated defense postures across the public and private sectors.
8 months ago
Kill Chain
How CVE-2025-6514 Unleashed AI Agents: The 2026 MCP Security Crisis
In January 2026, a critical security incident exposed systemic risks in agentic AI environments after threat actors exploited CVE-2025-6514—a vulnerability in a widely used OAuth proxy underpinning Machine Control Protocols (MCPs). By leveraging misconfigured or compromised MCP servers, attackers gained remote code execution across automation pipelines affecting over 500,000 developer environments and AI-driven workflows. The breach enabled malicious actors to execute unauthorized actions, abuse privileged APIs, and proliferate shadow API keys, resulting in substantial risks to source code integrity, business operations, and broader cloud infrastructures. This incident highlights the evolving threat landscape of autonomous AI agents and demonstrates how traditional identity models fail when automation drives execution at scale. The proliferation of agentic AI, coupled with insufficient visibility and control over MCP interactions, calls for urgent adoption of new governance frameworks, detection measures, and AI-specific access controls.
8 months ago
Kill Chain
Security Research & Insights
Security Research & Insights with human-led deep dives into campaigns and cloud-native TTPs
The Edge Device Isn't Your Last Line of Defense. It's Their First Target.
AI Trust Abuse: A Detection Engineer's Field Guide to Agent-Abuse Attacks
Aug 18, 2026
OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
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
The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
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.
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.
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.
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.
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.
