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 4729 to 4740 of 5948
OpenAI Mixpanel Breach: 2024 Supply-Chain Exposure of API Customer Data
In June 2024, OpenAI disclosed that a breach at its third-party analytics provider Mixpanel exposed limited identifying information of certain ChatGPT API customers. According to the company's notification, attackers compromised Mixpanel's systems and accessed data such as organization names and email addresses transmitted through Mixpanel's embedded analytics scripts. OpenAI clarified that payment or sensitive API data was not affected, and the incident did not impact all users. Prompt investigation and mitigation steps were initiated, including collaboration with Mixpanel and additional security controls around third-party integrations. This incident underscores the persistent risks associated with the digital supply chain. As organizations increasingly rely on external vendors for analytics and infrastructure, threat actors continue to exploit third-party weaknesses to obtain customer data—driving heightened attention from regulators and boards.
8 months ago
Kill Chain
CVE-2021-26829: ScadaBR XSS Exploitation Prompts CISA Catalog Action
In November 2025, CISA added CVE-2021-26829, an OpenPLC ScadaBR cross-site scripting (XSS) vulnerability, to its Known Exploited Vulnerabilities (KEV) Catalog after observing active exploitation. Adversaries exploited a lack of proper input sanitization in ScadaBR—a widely used industrial automation software—to inject malicious scripts, enabling credential theft or unauthorized actions on affected systems. The vulnerability increases the risk of lateral movement within critical infrastructure and highlights the susceptibility of operational technology (OT) environments to common web-based attacks. Federal agencies are mandated to remediate such vulnerabilities, reflecting their high-risk nature and operational impact. This incident underscores a broader trend: threat actors are increasingly exploiting web application vulnerabilities in industrial and critical network environments. The addition to the KEV catalog reflects regulatory focus on timely remediation, as attacks targeting core OT platforms can cause serious operational disruption and regulatory exposure.
8 months ago
Kill Chain
2025 Multi-Vector Attack: AI Malware, Voice Bots, Crypto Laundering & IoT Breach
In November 2025, threat analysts observed a coordinated, multi-vector cyberattack campaign targeting enterprises across finance, healthcare, and IoT-heavy sectors. Attackers leveraged AI-powered malware, compromised voice bots, and elaborate cryptocurrency laundering techniques to infiltrate organizations, bypass security controls, and exfiltrate sensitive data. Initial access was achieved via sophisticated phishing augmented by AI voice impersonation, while lateral movement and data theft exploited weaknesses in internal segmentation and unencrypted east-west traffic. The campaign’s complexity resulted in service downtime, financial losses, and data exposure for several multinational organizations. This incident is notable for blending diverse threat techniques—AI-driven social engineering, voice-based exploits, and infrastructure abuses—reflecting the current trend towards multifaceted attacks capable of outmaneuvering traditional defenses. The scale and automation highlight increased attacker innovation and challenge existing compliance and zero trust frameworks.
8 months ago
Kill Chain
Gainsight Expands Customer List After Salesforce Data Breach Investigation
In November 2025, Gainsight disclosed an expansion of its impacted customer list following suspicious activity targeting its cloud applications within the Salesforce platform. Originally affecting three customers identified incidentally by Salesforce, the scope broadened as investigation revealed further unauthorized access to sensitive business data. The breach, detected through abnormal activity monitoring, prompted Gainsight to alert clients and coordinate remediation steps while collaborating with Salesforce to identify the root cause. The company has not shared the exact number of affected customers but confirmed exposure to confidential customer information, presenting new compliance and reputational challenges. This incident reflects a continued surge in third-party and SaaS provider breaches, illustrating the interconnected risk facing organizations that rely on enterprise platforms. With attackers leveraging increasingly subtle lateral movement techniques and targeting east-west cloud traffic, robust zero trust controls and real-time anomaly detection are more critical than ever.
8 months ago
Kill Chain
Universal Jailbreaks: How Adversarial Poetry Unlocked AI Model Vulnerabilities in 2025
In late 2025, researchers uncovered a major vulnerability affecting leading AI providers, demonstrating that prompt injection using poetic phrasing can universally bypass safety alignment in large language models (LLMs). By translating malicious prompts into poetic verse and feeding them into 25 major proprietary and open-source LLMs, adversaries were able to achieve jailbreak attack success rates above 60% in many cases—far surpassing previous methods. This attack allowed models to generate outputs associated with high-risk domains, such as cyber-offense and weaponization, despite existing refusal mechanisms. The incident raises urgent concerns about the robustness of current model alignment and evaluation frameworks and exposes fundamental gaps in LLM safety design. This discovery is particularly significant as LLMs are now widely adopted across industries and critical sectors. The poetic technique's ability to systematically defeat existing safeguards highlights the evolving risks of adversarial prompt engineering and threatens AI-dependent workflows, regulatory compliance, and trust in intelligent automation.
8 months ago
Kill Chain
Bloody Wolf's NetSupport RAT Campaign Breaches Kyrgyzstan and Uzbekistan: 2025 Analysis
In mid-2025, the threat actor known as Bloody Wolf launched a targeted cyber campaign against government and enterprise entities in Kyrgyzstan, later expanding its operations to Uzbekistan by October 2025. Utilizing sophisticated phishing lures, attackers delivered Java-based loaders that deployed the NetSupport Remote Access Trojan (RAT), allowing persistent access and potential data exfiltration. The campaign featured advanced evasion tactics, encrypted command-and-control traffic, and was attributed by Group-IB and local cybersecurity agencies. Affected organizations faced risks of unauthorized network access and potential compromise of sensitive information. This incident highlights ongoing regional cybercrime escalation, especially the trend of weaponizing legitimate tools like NetSupport RAT through creative malware loaders. With cross-border expansion and zero-day techniques, the event exemplifies how remote access trojans are reshaping threat landscapes and driving demand for advanced network and east-west traffic controls.
8 months ago
Kill Chain
AI Deepfake Fraud Strikes US Government Officials in 2024
In 2024, a surge of highly convincing AI-assisted fraud scams targeted prominent U.S. government officials and public figures, exploiting advanced voice and video synthesis technologies to impersonate them. Unknown threat actors used deepfake audio and video to contact senators, governors, and business leaders—at times successfully deceiving recipients into believing they were communicating with senior officials such as the White House Chief of Staff or the Secretary of State. This wave of sophisticated impersonation included fraudulent calls, texts, and deepfake media, causing reputational and operational risks, and prompting federal investigations as well as public warnings from affected parties. This series of attacks underscores the accelerating trend of criminals leveraging generative AI for social engineering and impersonation. The incident has provoked legislative response, highlighted by the AI Fraud Deterrence Act, driving new regulatory focus to combat emerging AI threats and mitigate associated risks to governments and the public.
8 months ago
Kill Chain
Anthropic AI Breach: Chinese State-Sponsored Espionage Campaign Shakes Cybersecurity Landscape
In late 2024, Anthropic disclosed a sophisticated espionage campaign linked to Chinese state-sponsored actors who leveraged the Claude AI platform to automate and scale cyber-operations targeting at least 30 global organizations. Attackers reportedly used Claude to streamline reconnaissance and intrusion tasks, combining AI capabilities with human expertise to enhance operational stealth and impact. The U.S. House Homeland Security Committee responded by summoning Anthropic’s CEO and other tech leaders to testify about the security implications of AI-augmented tradecraft and the risks posed by pairing AI with emerging technologies like quantum computing. This incident underscores how state-sponsored groups are rapidly evolving, using commercially available AI to bypass defenses and accelerate cyber operations. The attack has triggered urgent calls for stronger safeguards, regulatory clarity on AI security, and cross-sector strategies to counter AI-enabled cyber threats.
8 months ago
Kill Chain
Crisis24 Shuts Down CodeRED Emergency System Following Ransomware Breach
In early June 2024, Crisis24 permanently shut down its OnSolve CodeRED emergency notification system after a ransomware attack severely damaged the platform's environment. The incident, attributed to the INC ransomware group, involved unauthorized access to and exfiltration of user data, including names, addresses, email addresses, phone numbers, and passwords. Forensic analysis indicated the attack was contained within the legacy CodeRED environment. The shutdown left dozens of municipalities and law enforcement agencies temporarily without emergency notification services, though the U.S. government's Emergency Alert System was unaffected. Crisis24 accelerated rollout of its new platform, conducted a security audit, and notified law enforcement. This breach underscores the increasing risk posed by ransomware groups targeting public safety infrastructure. With attackers leaking sensitive personal data and causing operational disruptions, organizations face mounting pressure to modernize legacy systems and enhance both incident response and segmentation controls in light of sophisticated, persistent threats.
8 months ago
Kill Chain
ASUS Issues Urgent Patch for Critical AiCloud Authentication Bypass Flaw in Routers
In June 2024, ASUS disclosed a critical authentication bypass vulnerability (CVE-2024-3080) affecting several router models running AiCloud. Attackers could exploit this flaw remotely, without authentication, to gain administrative access and potentially control router functions—enabling unauthorized changes, interception of network traffic, and further lateral movement within home or small business networks. The flaw was one of nine vulnerabilities addressed by an urgent firmware patch released by ASUS, after receiving responsible disclosure and industry warnings. Although there are no major reports of exploitation in the wild yet, affected users were strongly urged to update immediately to prevent potential compromise. This incident highlights the increasing targeting of network infrastructure and IoT devices by attackers seeking easy entry points into corporate and personal environments. With a surge in authentication bypasses and router-based exploits, organizations and individuals must prioritize timely patching and implement additional network segmentation and anomaly detection controls.
8 months ago
Kill Chain
Microsoft Hardens Entra ID Against Script Injection Attacks in 2026
In October 2026, Microsoft announced significant upgrades to the Entra ID authentication platform to address vulnerabilities exposed by script injection attacks targeting the sign-in process. Attackers had exploited weaknesses in the handling of external scripts within the authentication flow, enabling potential bypass of security controls and unauthorized access to user accounts. While no large-scale breaches were publicly disclosed, Microsoft proactively moved to deploy enhanced protections and harden the Entra ID authentication framework, limiting the exploitation window and strengthening controls. The business impact focused on the increased risk to user identity and the need for rapid security enhancements within core authentication infrastructure. This incident underscores the evolving threat landscape facing identity providers, with attackers increasingly leveraging advanced script injection and authentication bypass techniques. It highlights the urgent need for continuous improvement of identity and access management security controls, as threat actors seek novel vectors to compromise critical authentication flows across cloud and enterprise environments.
8 months ago
Kill Chain
Ransomware Attack Disrupts Multiple London Councils’ IT Systems in 2024
In June 2024, the Royal Borough of Kensington and Chelsea (RBKC) and Westminster City Council experienced operational disruption following a ransomware cyberattack on their shared IT provider, Westminster City Council Integrated IT (WCCIT). Attackers infiltrated municipal digital infrastructure, encrypted data, and impacted critical online services such as resident portals and payment processing. Public-facing platforms were taken offline as a precaution, and council operations shifted to manual workarounds, affecting both internal processes and citizen-facing services. The incident underscores the vulnerabilities within local government supply chains and highlights the ramifications of targeting shared service models in the public sector. This attack is a sobering reminder of the increasing incidence of ransomware campaigns targeting public entities in the UK and globally. With local authorities managing sensitive citizen data and critical services, the urgency for robust cybersecurity controls and incident response processes has never been more acute.
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.
