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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 4177 to 4188 of 5296
GlobalProtect VPN Portals Probed by 2.3 Million Malicious Scan Sessions
Beginning on November 14, 2025, cybersecurity researchers detected an unprecedented surge in malicious scanning activity targeting Palo Alto Networks GlobalProtect VPN portals worldwide. Over 2.3 million scan sessions were recorded within days, emanating from a diverse array of global IP addresses and employing automated tools to probe for vulnerabilities and gather intelligence on remote-access infrastructure. While no large-scale exploitations or breaches have yet been confirmed, the scanning phase indicates advanced reconnaissance tactics that precede exploitation, raising significant concern for organizations relying on GlobalProtect for secure remote access. This event highlights a sharp escalation in mass automated reconnaissance against widely deployed VPN systems, following recent critical vulnerabilities in VPN technologies and a growing attacker focus on initial access vectors. The trend reinforces the urgency for improved monitoring, swift patching, and modern segmentation controls in remote-access environments.
7 months ago
Kill Chain
Google Uncovers BadAudio Malware in Chinese APT24 Espionage Campaign
In early 2024, Google’s Threat Analysis Group uncovered a sophisticated, years-long cyber espionage campaign orchestrated by the China-linked APT24 threat group. The attackers leveraged a newly discovered malware dubbed BadAudio to infiltrate government agencies, research institutions, and select private organizations. Initial access was obtained via spear-phishing campaigns, progressing to persistent lateral movement within compromised environments. BadAudio’s deployment enabled covert data exfiltration over encrypted channels, evading standard security controls and providing unmatched visibility and persistence for the attackers. The incident highlights the advanced tradecraft and evolving toolsets in use by nation-state threat actors, with business impacts centered on the loss of sensitive data and the undermining of critical organizational trust. The exposure of BadAudio signals a notable escalation in cyber espionage tactics, utilizing bespoke malware and encrypted traffic to circumvent modern defenses. Organizations across sectors are at risk as threat groups adopt similar methods, prompting increased scrutiny from regulators and heightened awareness around securing east-west traffic and anomaly detection.
7 months ago
Kill Chain
Supply Chain Breach Hits Italian Rail Group via Almaviva: 2.3TB Data Stolen in 2024
In early June 2024, a threat actor claimed responsibility for breaching the Italian railway operator FS Italiane Group by targeting its IT services provider, Almaviva, resulting in the exfiltration of 2.3TB of sensitive data. The attackers reportedly gained initial access through compromised internal systems and leveraged this infiltration to move laterally, eventually accessing and downloading a vast trove of corporate documents, contracts, and possibly personal information related to employees and customers. The incident exposed Italy's transportation sector to significant risk of espionage, operational disruption, and data loss, igniting widespread concern among critical infrastructure operators. This breach highlights the mounting threat posed by attacks on trusted IT service providers, which serve as gateways to high-value targets. With the proliferation of supply chain and third-party compromise incidents globally, organizations in critical industries must reassess their lateral movement controls, segmentation, and third-party risk governance.
7 months ago
Kill Chain
Iran-Linked Hackers Fuse Cyber Espionage and Kinetic Strikes with Ship AIS Breach
In November 2025, state-sponsored hackers tied to Iran conducted a sophisticated cyber operation targeting maritime assets by mapping Automatic Identification System (AIS) data of commercial ships transiting a volatile region. Advanced reconnaissance and cyber infiltration enabled the attackers to gather real-time ship movement and metadata, informing a coordinated missile strike days later. The breach demonstrated tight integration between cyber-enabled intelligence collection and traditional kinetic attacks, raising alarm within global shipping, defense, and infrastructure sectors. The incident highlights a dangerous evolution in the use of cyber capabilities to directly amplify physical-world conflict and disruption. The rapid fusion of cyber warfare with real-world military operations signals a new era of threats that transcend digital boundaries. As geopolitical tensions escalate and critical infrastructure remains vulnerable, robust cyber and operational defenses are imperative for organizations at risk of becoming targets in hybrid war campaigns.
7 months ago
Kill Chain
TamperedChef Malware: Fake Software Installers Fuel a Global Attack Wave
In late 2025, a widespread malvertising campaign dubbed 'TamperedChef' was uncovered by Acronis Threat Research Unit. Threat actors distributed fake installers of popular software through fraudulent ads and compromised websites to trick users into deploying malicious payloads. Once installed, the malware established persistence, deployed JavaScript-based remote access tools, and enabled lateral movement within enterprise and individual networks. The campaign demonstrated sophisticated social engineering tactics and leveraged encrypted command-and-control channels to evade traditional detection mechanisms, resulting in compromise of endpoints across multiple countries. This incident highlights a surge in supply chain and software installer threats, with attackers exploiting user trust and sophisticated malvertising techniques. As ransomware groups and financially motivated actors increasingly target software distribution vectors, organizations face mounting regulatory scrutiny and operational risk without multilayered defenses and advanced endpoint monitoring.
7 months ago
Kill Chain
Tsundere Botnet: How Blockchain-Powered Node.js Malware Threatened Global Supply Chains in 2025
In mid-2025, the Tsundere botnet, attributed to a Russian-speaking threat actor known as "koneko," emerged as a new and flexible malware campaign. It primarily targeted Windows users by disguising itself as installers for popular games or using Remote Monitoring and Management (RMM) tools to deliver its payload. The malware leveraged MSI and PowerShell-based installers to deploy malicious Node.js scripts, establishing persistence and communicating with its command-and-control (C2) infrastructure by dynamically retrieving C2 addresses from Ethereum blockchain smart contracts. This adaptive technique, along with a marketplace-enabled control panel, facilitated operational resilience and monetization among cybercriminals. This incident is significant due to the combination of modern supply chain manipulation, blockchain-based C2 address obfuscation, and pay-per-build business models. Tsundere highlights a trend toward malware leveraging decentralized platforms for better survivability against take-downs and rapid evolution, posing ongoing challenges for traditional defenses and compliance frameworks.
7 months ago
Kill Chain
Sturnus: New Android Trojan Hijacks Devices & Captures Encrypted Chats
In late 2025, cybersecurity researchers discovered a sophisticated Android banking trojan dubbed Sturnus, which enables credential theft and full device takeover for financial fraud. Sturnus stands out by bypassing encrypted messaging protections, capturing decrypted content directly from the device screen to monitor sensitive apps and intercept confidential chats. Threat actors leveraged phishing campaigns and malicious app distribution to compromise victims, ultimately gaining unauthorized access to financial information and conducting unauthorized transactions. The attack demonstrates the growing ingenuity of malware targeting mobile banking and highlights the challenges of relying solely on network-level encryption. This incident is especially timely due to the rapid evolution of mobile banking threats and attackers' increasing focus on defeating application-layer defenses. Sturnus's capability to monitor encrypted communications at the device level sets a worrying new precedent in malware TTPs, urging organizations to reassess endpoint and messaging security controls.
7 months ago
Kill Chain
Global WhatsApp Hack: CTM360 Exposes HackOnChat Social Engineering Campaign
In late 2025, cybersecurity firm CTM360 revealed 'HackOnChat,' a sophisticated, large-scale social engineering campaign targeting WhatsApp users globally. Threat actors orchestrated the attack via fake authentication portals and impersonation webpages, tricking victims into divulging credentials that enabled account hijacking. The operation weaponized WhatsApp's familiar interface, leveraging psychological manipulation and deception, and resulted in thousands of compromised accounts and malicious URLs. Disruption of user communications and risk of further abuse (such as account-based impersonation or fraud) were observed. This breach underscores the accelerating use of social engineering tactics in messaging platforms, reflecting a surge in identity-based attacks that exploit user trust in familiar interfaces. Security teams are increasingly alert to evolving credential-phishing methods that bypass traditional controls, especially as regulatory scrutiny of digital identity security intensifies.
7 months ago
Kill Chain
ThreatsDay 2025: Multi-Vector Attacks Redefine the Global Breach Landscape
In November 2025, a coordinated wave of multi-vector cyberattacks swept across organizations worldwide, leveraging zero-day exploits, LinkedIn spear-phishing, cryptocurrency theft, and vulnerabilities in IoT devices. Attackers exploited both east-west and egress traffic to evade detection, compromise sensitive data in transit, and establish persistent remote access. Prominent threat groups utilized unencrypted and encrypted traffic, weaponized browser extensions, and abused legitimate remote monitoring tools like AnyDesk. The result was disruption to business operations, regulatory investigations, and an uptick in ransomware and crypto-related financial crimes traced to state-sponsored and criminal actors. This incident underscores the escalating risk posed by attackers who blend diverse TTPs across cloud, hybrid, and enterprise networks. The convergence of espionage motives, cybercrime, and advanced ransomware strains highlights the need for real-time visibility, layered segmentation, and updated anomaly detection strategies.
7 months ago
Kill Chain
ShadowRay 2.0 Turns Ray AI Framework Flaw into GPU-Powered Cryptomining Botnet
In November 2025, the 'ShadowRay 2.0' campaign was uncovered actively exploiting an unpatched, two-year-old vulnerability in the Ray open-source AI framework. Threat actors leveraged this flaw to compromise cloud-hosted and on-premises Ray clusters equipped with NVIDIA GPUs, deploying a self-spreading botnet targeting large-scale cryptomining. The attackers automated lateral movement within cloud environments and data centers, rapidly enrolling new nodes into the botnet, and using high-performance GPUs for illicit cryptocurrency mining, resulting in significant resource abuse, potential data exposure, and increased operational costs for targets. ShadowRay 2.0 highlights the rising trend of adversaries abusing vulnerable AI/ML infrastructure for financially motivated campaigns. The incident underlines the security risks facing organizations using open-source workloads, as attackers increasingly automate botnet propagation, and reinforces the urgency of addressing software supply chain and east-west traffic security gaps.
7 months ago
Kill Chain
JustAskJacky 2025: AI/ML Exploitation Drives Major User Data Exposure
In November 2025, the AI-driven platform JustAskJacky was compromised, exposing sensitive user prompts and data after adversaries exploited weaknesses in encrypted traffic controls and inadequate egress security. Attackers orchestrated lateral movements across internal AI/ML workloads, leveraging insufficient segmentation and lack of effective visibility to siphon proprietary inputs and outputs through encrypted but poorly-monitored channels. The breach remained undetected for weeks, putting affected businesses and consumers at risk of prompt leakage, IP loss, and possible regulatory infractions in industries reliant on AI automation. This incident underscores a surge in sophisticated AI/ML exploitation techniques and highlights systemic gaps in east-west traffic security, zero trust segmentation, and anomaly detection across multicloud and hybrid environments. As organizations accelerate their adoption of AI-powered platforms, the need for robust compliance and zero trust frameworks has reached critical urgency.
7 months ago
Kill Chain
Tsundere Botnet: How Blockchain-Powered C2 Supercharged Windows-Based Attacks in 2025
In mid-2025, researchers identified a rapidly expanding botnet dubbed "Tsundere" specifically targeting Windows users. This malware, active since at least June 2025, leverages game-themed lures to infect systems, enabling attackers to execute arbitrary JavaScript code via a sophisticated command-and-control (C2) infrastructure built on the Ethereum blockchain for resilient communications. Tsundere’s propagation tactics remain opaque, but evidence indicates an advanced, multi-functional platform designed to maintain persistence, evade detection, and potentially facilitate lateral movement within victim networks. The business impact includes increased exposure to data theft, possible ransomware deployment, and widespread compromise of user endpoints. The Tsundere botnet exemplifies the rising trend of attackers exploiting blockchain technology for C2 communications, making conventional takedown efforts far more difficult. This incident underscores the urgency for organizations to enhance east-west threat visibility, strengthen endpoint defenses, and adopt zero-trust policies as botnets grow more evasive and robust.
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.
