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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 4237 to 4248 of 5296
Microsoft Thwarts Record-Breaking 15.72 Tbps DDoS Attack Orchestrated by AISURU Botnet
In November 2025, Microsoft successfully detected and mitigated an unprecedented Distributed Denial-of-Service (DDoS) attack that peaked at 15.72 Tbps, targeting a cloud endpoint in Australia. The attack, orchestrated by the AISURU botnet leveraging TurboMirai-class malware, generated nearly 3.64 billion packets per second. Advanced protections within Microsoft's Azure platform automatically neutralized the threat before it could affect customer availability or data. Microsoft attributed the attack to highly automated botnets leveraging compromised IoT devices and observed a rapid, multi-vector assault designed to test cloud resilience and incident response. This record-breaking event highlights the escalating scale and sophistication of DDoS activity targeting foundational cloud infrastructure. As attackers exploit larger IoT botnets and novel malware strains, defenders face mounting pressure to evolve detection and mitigation at cloud-scale. Organizations must increasingly invest in robust DDoS protection and continuously monitor for emerging threats.
7 months ago
Kill Chain
ShadowRay 2.0: How Ray Cluster Flaws Fueled a Cryptomining Botnet
In June 2024, cybersecurity researchers identified a coordinated global attack campaign dubbed ShadowRay 2.0 targeting exposed Ray clusters—open-source distributed computing environments widely used in AI and machine learning workloads. Attackers exploited an unpatched remote code execution vulnerability in Ray's dashboard service, gaining unauthorized access to cloud and on-premises clusters. Once inside, adversaries deployed self-spreading cryptomining malware, turning infected clusters into part of a large-scale botnet that harnessed high-performance compute resources for illicit cryptocurrency mining, causing potential performance degradation, elevated cloud bills, and risk of further lateral movement. This campaign demonstrates the growing threat surface posed by AI and data infrastructure, as adversaries increasingly automate the exploitation of software supply chain and configuration weaknesses. The incident highlights the urgency of securing east-west traffic, enforcing least privilege, and maintaining continuous vulnerability management in distributed and cloud-native environments.
7 months ago
Kill Chain
npm Supply-Chain Threat: Seven Malicious Packages Cloak Crypto Scams in 2025
In late 2025, cybersecurity researchers uncovered a supply-chain attack involving seven malicious npm packages uploaded by the threat actor 'dino_reborn.' These packages leveraged Adspect cloaking technology to detect if visitors were victims or security researchers. Unsuspecting users were redirected to fraudulent cryptocurrency-themed websites, exposing them to potential scams or malware. The packages were published between September and November 2025 and remained available until detection, highlighting the challenges in securing open-source ecosystems. This incident is part of a growing trend involving supply-chain attacks targeting widely used software repositories. As more attackers adopt advanced evasion measures like traffic cloaking and nuanced social engineering, the risk and complexity of defending modern development pipelines are rapidly increasing.
7 months ago
Kill Chain
Iranian Espionage Campaign Uses DEEPROOT & TWOSTROKE in Aerospace and Defense Breach (2025)
In late 2025, an Iranian-linked threat group known as UNC1549 targeted aerospace and defense organizations in the Middle East, deploying custom backdoors named TWOSTROKE and DEEPROOT. The attackers gained access through spear-phishing and strategic web compromises, establishing persistent footholds and enabling sustained espionage operations. Google-owned Mandiant attributed the campaign to advanced initial access and lateral movement techniques, allowing the threat actors to blend into legitimate network activity while exfiltrating sensitive intellectual property and operational data. The campaign underscored weaknesses in internal segmentation, encrypted traffic oversight, and anomaly detection within high-value verticals. This incident highlights an uptick in sophisticated espionage attacks on critical infrastructure using tailored malware and stealthy, post-compromise tactics. The use of novel backdoors and multi-stage intrusion campaigns demonstrates an evolving threat landscape, emphasizing the need for deeper defense in depth and zero trust approaches among organizations handling sensitive data.
7 months ago
Kill Chain
Researchers Reveal Tuoni C2’s Role in 2025 Real-Estate Cyber Attack
In early November 2025, a prominent U.S.-based real-estate company was targeted in a sophisticated cyber attack utilizing the Tuoni command-and-control (C2) framework, a new red-teaming tool known for implementing stealthy, in-memory payload delivery. The attackers exploited Tuoni C2’s advanced capabilities to infiltrate the network while evading traditional security controls, demonstrating lateral movement and attempting data collection within internal segments. Although swift detection halted major exfiltration, the intrusion highlighted gaps in east-west traffic visibility and segmentation, causing temporary disruption to key business systems and prompting an urgent review of internal controls. This attack underscores the growing trend of adversaries adopting novel, freely available C2 tools to bypass existing enterprise defenses. It reflects broader industry concern as C2 frameworks like Tuoni fuel increased attack sophistication, especially in sectors handling large volumes of sensitive data such as real estate and finance.
7 months ago
Kill Chain
Sneaky 2FA Kit Innovates with BitB Pop-up Phishing: MFA Bypass at Scale
In November 2025, security researchers reported on the evolving Sneaky 2FA Phishing-as-a-Service (PhaaS) kit, which now features sophisticated Browser-in-the-Browser (BitB) pop-ups that convincingly mimic legitimate browser address bars. These enhancements enable threat actors, including low-skilled attackers, to deploy highly realistic phishing attacks at scale and bypass multi-factor authentication (MFA) protections. Victims, typically employees of enterprises and large organizations, are tricked into entering credentials and 2FA codes into deceptive portals, facilitating account compromise and potential unauthorized access to sensitive business assets. This incident highlights a troubling trend of phishing toolkits increasing in sophistication, making advanced attacks accessible to broader criminal audiences. Organizations are now facing growing regulatory and operational pressure to update authentication, identity protection, and detection controls amid a wave of phishing leveraging MFA bypass and deceptive visual TTPs.
7 months ago
Kill Chain
CISA Flags Critical Fortinet FortiWeb Vulnerability: CVE-2025-58034 Joins KEV Catalog
In November 2025, CISA added CVE-2025-58034, a Fortinet FortiWeb OS Command Code Injection vulnerability, to its Known Exploited Vulnerabilities (KEV) Catalog following evidence of in-the-wild exploitation against internet-exposed FortiWeb appliances. Threat actors leveraged this critical flaw to execute arbitrary system commands remotely, enabling them to gain unauthorized access, pivot laterally, or deploy additional malware. The urgency was amplified by ongoing exploitation and a recently published Fortinet security advisory, prompting CISA to recommend an accelerated one-week remediation deadline for federal and enterprise environments. This incident exemplifies the continued targeting of web application infrastructure by attackers exploiting unpatched devices. The rapid exploitation timeline, coupled with directives like BOD 23-02, highlights the increasing regulatory focus and operational risk posed by known—but unremediated—vulnerabilities in public-facing systems.
7 months ago
Kill Chain
Malicious npm Packages Leverage Adspect Cloaking to Fuel Crypto Supply Chain Scam (2024)
In early 2024, a sophisticated supply chain attack was uncovered involving a wave of malicious npm packages that abused Adspect cloaking techniques to avoid detection. Attackers published seemingly benign JavaScript libraries to the official npm registry. Once installed, these packages deployed malware via fake cryptocurrency-related sites, using cloaking to distinguish between legitimate victims and security researchers. The campaign allowed threat actors to evade automated scans, maximize the longevity of their malicious payloads, and target developers and end users with credential theft and crypto scams. This incident highlights the evolving threat landscape around open-source software supply chains. The use of advanced traffic cloaking and victim filtering marks a new escalation in attacker TTPs, forcing organizations to revisit how they vet third-party dependencies and monitor developer ecosystems for hidden threats.
7 months ago
Kill Chain
PowerChute ICS Flaws: Schneider Electric 2025 Vulnerabilities Expose Critical Manufacturing
In November 2025, Schneider Electric disclosed multiple vulnerabilities affecting PowerChute Serial Shutdown version 1.3 and earlier, widely deployed in critical manufacturing. The flaws, reported by security researcher Aleksandar Djurdjevic, include a path traversal (CVE-2025-11565), improper authentication attempt controls (CVE-2025-11566), and insecure default permissions (CVE-2025-11567). Successful exploitation could allow attackers on the local network to gain user or system access, potentially compromising operational technology environments. Immediate mitigation involved updating to version 1.4, securing folder permissions, and implementing network isolation practices to reduce exposure. This incident highlights growing risks to industrial control systems amid increasing convergence of IT/OT and heightened attacker focus on supply chain and infrastructure software weaknesses. Regulatory and business pressures mount as organizations strive to bolster segmentation, logging, and zero trust practices to avoid costly operational disruptions and compliance failures.
7 months ago
Kill Chain
Critical 2025 METZ CONNECT EWIO2 Vulnerabilities: Auth Bypass and RCE Expose Industrial Control Risks
In November 2025, multiple critical vulnerabilities were disclosed in METZ CONNECT EWIO2 industrial control devices, enabling remote attackers to bypass authentication and gain full control, execute arbitrary code, and read sensitive device information. The flaws include authentication bypass (CVE-2025-41733), PHP remote file inclusion (CVE-2025-41734), unrestricted file upload (CVE-2025-41735), path traversal (CVE-2025-41736), and improper access control (CVE-2025-41737), with CVSS v4 scores ranging from 8.7 to 9.3. Affected devices are used globally in critical manufacturing environments, and exploitation could trigger operational disruption or unauthorized control. This incident is highly relevant as it targets the operational technology (OT) sector—a high-value, often less-protected attack surface increasingly sought after by threat actors. As convergence between IT and OT grows, unpatched, internet-exposed devices in critical infrastructure remain susceptible to devastating attacks, underscoring urgent need for robust patching, segmentation, and proactive defense.
7 months ago
Kill Chain
Schneider Electric 2025 SCADA Cryptography Flaw: What It Means for Industrial Cybersecurity
In November 2025, Schneider Electric disclosed a critical vulnerability (CVE-2025-9317) in its EcoStruxure Machine SCADA Expert and Pro-face BLUE Open Studio platforms, widely used across energy, manufacturing, and commercial sectors. The flaw involved the use of a broken or risky cryptographic algorithm within an AVEVA-supplied component, allowing local attackers with read access to project or cache files to reverse-engineer user passwords by brute-forcing weak password hashes. This could result in loss of confidentiality and integrity within impacted environments. No remote exploitation was identified, and there are no public reports of in-the-wild attacks as of the advisory date. This incident underscores persistent risks in ICS/OT software supply chains, where cryptographic weaknesses can enable privilege escalation and lateral movement by adversaries. With global regulators increasingly pressuring critical infrastructure providers on cyber hygiene and segmentation, this advisory highlights the urgency for supply chain and password management reforms.
7 months ago
Kill Chain
CISA Releases Critical ICS Vulnerability Advisories: 2025 Update for Industrial Systems
In November 2025, the Cybersecurity and Infrastructure Security Agency (CISA) released six Industrial Control Systems (ICS) advisories addressing multiple critical vulnerabilities impacting popular ICS products, including Schneider Electric EcoStruxure and Pro-face BLUE Open Studio, Shelly Pro series, METZ CONNECT EWIO2, and PowerChute Serial Shutdown. These advisories alert asset owners, operators, and administrators about exploitation risks and provide detailed technical information and mitigation steps. The vulnerabilities, if left unaddressed, expose essential operational technology environments to risks such as unauthorized access, manipulation, and potential disruption of critical infrastructure services. This disclosure comes amidst a surge in attacks targeting industrial and OT environments, underscoring increased adversary focus on exploiting ICS vulnerabilities. With regulatory pressures mounting and recent attacks on critical infrastructure making headlines, organizations are urged to address these risks with urgency.
7 months ago
Kill Chain
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.
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
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.
