✨ No need to do from scratch. Deploy a Validated Containment Architecture built for your AI platform. →Deploy a Validated Containment Architecture for your AI platform. →A Validated Containment Architecture for your AI platform. →Validated Containment Architectures are here. →Contain Threats NowExplore✨
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 4261 to 4272 of 5296
Chinese State Hackers Weaponize Anthropic AI in Automated 2025 Espionage Campaign
In September 2025, state-sponsored Chinese cyber actors launched a highly automated espionage campaign leveraging artificial intelligence technology developed by Anthropic. The attackers exploited the 'agentic' capabilities of advanced AI systems, automating reconnaissance, payload development, and intrusion execution at a scale not previously observed. Attack vectors included automating phishing, adaptive malware payloads, and real-time east-west movement within compromised enterprise networks. The campaign resulted in significant data exfiltration from several multinational organizations, exposing sensitive proprietary information and triggering high-level security responses. This incident marks a turning point in offensive cyber operations, as AI-driven, autonomous attacks blur the line between traditional human-led tactics and machine-accelerated campaigns. Organizations face urgent pressure to redesign controls that address rapidly evolving AI-based threats that often outpace traditional detections and response frameworks.
7 months ago
Kill Chain
APT42’s ‘SpearSpecter’: Iranian State Hackers Breach Defense & Government Targets in 2025
In September 2025, the Iranian state-sponsored threat group APT42 launched a targeted cyber-espionage campaign, codenamed 'SpearSpecter', against global defense and government organizations with ties or relevance to the Iranian Islamic Revolutionary Guard Corps (IRGC). Attackers employed spear-phishing and advanced malware to infiltrate internal systems, establish encrypted backdoors, and move laterally, aiming to gather intelligence and monitor sensitive communications. The operation has compromised multiple agencies, with impacts including loss of classified data and exposure of critical government operations. This incident underscores the intensifying sophistication of state-sponsored actors leveraging advanced persistence techniques and custom tooling to evade detection. These campaigns highlight the persistent threat posed by geopolitically motivated attacks and the urgent need for robust intrusion detection and segmenting sensitive assets.
7 months ago
Kill Chain
Dragon Breath Breaches Defenses: RONINGLOADER Deploys Gh0st RAT in Sophisticated 2025 Attack
In November 2025, the threat actor group known as Dragon Breath launched a targeted cyber campaign aimed at Chinese-speaking users, leveraging a sophisticated multi-stage loader called RONINGLOADER. By deploying trojanized NSIS installers disguised as popular applications like Google Chrome and Microsoft Teams, attackers successfully delivered a modified variant of Gh0st RAT. The malware chain allowed adversaries to bypass security tools, perform covert surveillance, and remotely exfiltrate sensitive data from compromised systems, achieving persistent access and extensive control over infected endpoints. This incident highlights the increasing use of advanced loader chains and tailored social engineering vectors to breach defenses. It reflects a broader trend in cyber threats shifting towards multi-stage, modular attacks capable of disabling endpoint protections and evading detection through highly customized payloads and targeted distribution tactics.
7 months ago
Kill Chain
How ClickFix-Driven EVALUSION Attacks Delivered Amatera Stealer and NetSupport RAT in 2025
In June 2025, a threat campaign tracked as 'EVALUSION' leveraged sophisticated ClickFix social engineering lures to distribute the Amatera Stealer and NetSupport RAT. Cybersecurity researchers observed the attackers primarily targeting organizations through crafted phishing emails and malicious web downloads, enticing victims to execute payloads. Once inside, Amatera Stealer—an evolution of previous AcridRain infostealer variants—exfiltrated credentials and system information, while NetSupport RAT enabled persistent remote control. This resulted in a significant compromise of sensitive data and elevated risks of follow-on attacks, including lateral movement and further intrusions across corporate networks. This incident highlights the rapid professionalization and diversification of infostealer toolkits. The growing adoption of ClickFix social engineering and commodity remote access tools by organized threat actors magnifies data exposure and regulatory risks, especially as hybrid and multi-cloud attack surfaces expand.
7 months ago
Kill Chain
Microsoft Patch Tuesday November 2025: Zero-Day & Critical Vulnerabilities Impact Enterprise Security
In November 2025, Microsoft released patches to address over 60 vulnerabilities affecting Windows operating systems and a broad suite of its applications, including Office, SQL Server, Visual Studio, and Azure Monitor Agent. Notably, this cycle contained at least one actively exploited zero-day flaw (CVE-2025-62215), a memory corruption vulnerability requiring local access, as well as a critical GDI+ bug (CVE-2025-60274) impacting broad swathes of enterprise and third-party applications. Additionally, a low-complexity Office vulnerability (CVE-2025-62199) enabling remote code execution was highlighted as a high priority for patching. Some users also faced complications enrolling in an extended Windows 10 security update program, partially addressed by out-of-band releases. This incident underscores the ongoing acceleration of zero-day and high-impact vulnerabilities targeting ubiquitous enterprise software, making timely patch deployment mission-critical. As the cadence and exploitation of software vulnerabilities increases, organizations must bolster patch management processes and align with evolving regulatory pressures to minimize risk exposure.
7 months ago
Kill Chain
Fortinet 2025: Multi-Vector AI Campaign Disrupts Global Networks
In early November 2025, a coordinated multi-vector campaign targeted Fortinet infrastructure worldwide, exploiting unpatched vulnerabilities in FortiGate VPN appliances. Attackers—some with ties to Chinese state-affiliated threat groups—combined AI-driven phishing-as-a-service (PhaaS) toolkits, malicious code deployment, and supply chain manipulation to bypass legacy perimeter defenses. The campaign leveraged trusted encrypted channels and cloud infrastructure to evade detection, enabling lateral movement and data exfiltration from government agencies, finance firms, and Fortune 500 companies. Cleanup and containment efforts required full infrastructure reviews and forensic triage, disrupting operations across multiple sectors. This incident exemplifies the accelerating convergence of advanced attacker automation, trusted-tool abuse (AI, VPNs), and commercial cybercrime platforms. Organizations must urgently address gaps in segmentation, encrypted traffic inspection, and detection controls to withstand increasingly stealthy, multi-stage attacks.
7 months ago
Kill Chain
Fortinet FortiWeb WAF Zero-Day Breach: 2024 Vulnerability Exposes Perimeter Defenses
In early June 2024, Fortinet disclosed a critical remote code execution (RCE) vulnerability in its FortiWeb Web Application Firewall (WAF). Identified as CVE-2024-21762, this zero-day bug enables unauthenticated attackers to remotely execute administrative commands on affected WAF devices via specially crafted HTTP requests. Threat actors were observed actively exploiting the flaw in the wild before the vendor released patches, allowing them to potentially compromise sensitive networks, bypass perimeter defenses, and gain high-privilege access to protected applications. Burdened by the high privilege level of administrative access, compromised systems are exposed to data theft, operational disruption, or lateral movement within enterprise networks. The incident highlights an ongoing surge in zero-day exploitation of critical infrastructure solutions, particularly targeting network perimeter and cloud security devices. Preliminary evidence suggests opportunistic attackers and advanced persistent threats are both involved, driving renewed urgency for timely patching, actionable threat detection, and Zero Trust strategies across enterprise and cloud environments.
7 months ago
Kill Chain
Cursor Vulnerability: AI Code Assistant Supply-Chain Flaw Exposes Credentials
In early 2024, security researchers uncovered a significant supply-chain vulnerability affecting Cursor, an AI-powered coding assistant, enabling attackers to hijack Cursor's internal application browser via a malicious MCP (Model Control Protocol) server. Exploiting this weakness, threat actors could inject malicious code through the compromised server, control the tool’s browser processes, and steal sensitive user credentials, potentially jeopardizing developer environments and broader organizational security. The vulnerability allows attackers to manipulate trusted workspace sessions, escalating the risk of lateral movement within corporate infrastructure. This incident highlights the increasing risks associated with AI-driven developer tools and the broader supply chain, reflecting a growing attacker focus on abusing trust relationships within cloud-native and collaborative software platforms. Organizations must revisit supply-chain security and adopt robust detection and response strategies for AI-enabled environments.
7 months ago
Kill Chain
US Citizens Busted for Aiding North Korean IT Worker Supply-Chain Fraud in 2024
In 2024, four United States citizens pleaded guilty to helping North Korean nationals surreptitiously secure IT positions at American companies by misrepresenting the workers’ identities and providing remote access to corporate assets. This insider-assisted scheme enabled foreign IT professionals to bypass typical background checks and compliance controls, giving them potential access to sensitive information and intellectual property. The activities ran over a sustained period and leveraged supply-chain weaknesses in remote workforce onboarding and equipment provisioning, ultimately exposing numerous U.S. firms to regulatory and operational risk. This incident underscores a worrying trend in which threat actors exploit remote work arrangements, weak identity verification protocols, and gaps in third-party management—highlighting increased regulatory scrutiny on supply-chain and insider vulnerabilities, especially amid ongoing geopolitical tensions involving North Korea.
7 months ago
Kill Chain
Jaguar Land Rover 2023 Ransomware Attack: $220 Million in Damages
In Q3 2023, Jaguar Land Rover (JLR) suffered a disruptive ransomware attack that severely impacted its global operations. The company reported in its financial results that the cyber incident, which occurred between July and September 2023, incurred costs amounting to £196 million ($220 million). Attackers leveraged ransomware to compromise JLR systems, reportedly targeting critical IT infrastructure essential for production and distribution. While business continuity was maintained post-incident, the supply chain faced significant disruptions, and the company responded promptly by activating its incident response protocols and collaborating with cybersecurity authorities. This incident is emblematic of the rising financial and operational toll ransomware inflicts on the automotive sector and large manufacturers globally. Increasingly sophisticated cybercriminals are actively targeting organizations with complex supply chains, amplifying the need for robust east-west security, visibility, and segmentation to protect critical assets in line with emerging compliance and regulatory expectations.
7 months ago
Kill Chain
The 2024 Finger Protocol ClickFix Malware Attack: Legacy Protocols Reused for Command and Control
In early 2024, security researchers uncovered that threat actors were actively abusing the decades-old 'finger' protocol—a remote access and user lookup protocol seldom used in modern networks—as a covert command and control (C2) channel for deploying ClickFix malware on Windows devices. Attackers leveraged the unencrypted and often overlooked finger service to quietly retrieve remote commands, allowing compromise of endpoints and escalation of persistent access across targeted corporate environments. The attacks often evaded traditional security controls, highlighting a resurgence of legacy protocol exploitation as a lateral movement and control method that bypasses common detection. This incident demonstrates the increased ingenuity of malware authors in repurposing overlooked network protocols to evade security controls. As threat actors broaden their toolkits to exploit legacy services, organizations with insufficient east-west segmentation, network visibility, or outdated protocol restrictions remain at risk of similar covert command and control attacks.
7 months ago
Kill Chain
Google Lawsuit Disrupts Lighthouse: Major Blow to Smishing Operations in 2024
In early 2024, Google initiated legal action against the operators behind Lighthouse, an SMS phishing (smishing) platform used to impersonate legitimate services and lure victims into fraudulent payment schemes, such as fake unpaid road tolls. The suspected operators, commonly referred to as the Smishing Triad and believed to be based in China, leveraged the Lighthouse kit and Telegram groups to execute widespread phishing campaigns. Following Google's lawsuit in the Southern District of New York, Lighthouse's infrastructure, Telegram channels, and several associated domains were taken offline, significantly disrupting the group's activities and signaling a major blow to organized SMS phishing at scale. This incident underscores the growing role of civil litigation and collaboration between technology giants and threat intelligence firms in disrupting cybercriminal ecosystems. As smishing attacks rise in sophistication and frequency worldwide, organizations must ensure layered defenses and readiness for increasingly advanced social engineering threats.
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.
