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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 4801 to 4812 of 5297
MANGO Data Breach 2024: Third-Party Vendor Incident Exposes Customer Data
In April 2024, Spanish fashion retailer MANGO reported that a data breach exposed customer personal information after one of its marketing vendors was compromised. The incident came to light when MANGO began notifying affected customers, stating that data such as names, contact details, and potentially other identifiers had been accessed without authorization. The intrusion was possible due to attackers breaching the marketing service provider’s environment, reflecting a concerning third-party risk. MANGO responded by collaborating with the vendor, investigating the incident, notifying authorities, and reinforcing security controls. This breach underscores a growing trend in supply-chain attacks where threat actors exploit weaker security in trusted partners. It highlights the urgent need for stringent vendor management, robust segmentation, and continuous monitoring, especially as regulatory focus intensifies on safeguarding consumer data throughout the supply chain.
7 months ago
Kill Chain
F5 2025 Supply Chain Breach: BIG-IP Vulnerabilities Exposed by State Hackers
In August 2025, cybersecurity company F5 detected a sophisticated supply chain attack resulting in the theft of source code and undisclosed vulnerabilities affecting its flagship BIG-IP products. The breach, attributed to state-sponsored hackers, did not lead to immediate exploitation but exposed potentially critical flaws. F5 responded by rapidly developing and releasing security patches for 44 vulnerabilities, proactively urging its global clientele—including many Fortune 500 companies and federal agencies—to update systems and implement enhanced monitoring. No evidence was found of modifications to the supply chain or active use of the stolen information as of disclosure. This incident highlights mounting concerns around supply chain security and zero-day vulnerability exposure, particularly within critical infrastructure and cloud environments. The breach also triggered regulatory intervention, with CISA issuing emergency directives for federal agencies, underscoring rising government attention to third-party risks and broader cybersecurity resilience in the face of advanced persistent threats.
7 months ago
Kill Chain
Fake LastPass & Bitwarden Breach Alerts: Phishing Attack Delivers Malware (2024)
In early June 2024, a sophisticated phishing campaign targeted users of password managers LastPass and Bitwarden. Attackers sent convincing emails, falsely claiming that the services had suffered security breaches and instructing recipients to download a new, supposedly more secure, desktop version. The malicious download actually installed malware, enabling attackers to hijack compromised PCs and potentially steal credentials or other sensitive data. Victims who downloaded the fake app were exposed to significant risks, including credential theft and remote control of their systems. This incident highlights escalating use of credible brand impersonation and urgent alert tactics by cybercriminals. The campaign underscores the vulnerabilities associated with password manager users and demonstrates the growing threat landscape for identity-driven and social engineering attacks.
7 months ago
Kill Chain
Capita Hit by Black Basta Ransomware: 6.6 Million Impacted in 2023 Breach
In March 2023, UK outsourcing giant Capita suffered a major data breach after an employee downloaded a malicious file, giving threat actors access to internal systems. The Black Basta ransomware gang exploited delayed response and weak access controls to maintain persistence for 58 hours, move laterally, and exfiltrate nearly a terabyte of sensitive data covering 6.6 million individuals, including customers of over 325 pension providers. The attackers deployed ransomware, resetting passwords and disrupting access, forcing Capita to take some systems offline and ultimately resulting in a £14 million regulatory fine after failing to meet key security requirements. This breach highlights the growing menace of ransomware operations targeting supply chain and service providers, with regulatory authorities emphasizing rapid response, robust access controls, and continuous security testing. Organizations face increased scrutiny to maintain strong cybersecurity baselines as attackers evolve tactics and exploit internal weaknesses.
7 months ago
Kill Chain
Maverick: How WhatsApp Became the Gateway for Brazil’s Biggest Banking Trojan in 2024
In October 2024, a sophisticated banking Trojan dubbed Maverick was detected actively targeting Brazilian users. The malware was delivered via malicious ZIP files sent through WhatsApp, bypassing platform detection. Victims executed an LNK file that triggered a fully fileless, multi-stage infection chain, utilizing PowerShell, .NET, and encrypted shellcode. Maverick, which shares code similarities with the Coyote Trojan, leverages locale checks to target only Brazilians and uses WPPConnect to automate the spread through hijacked WhatsApp accounts. Once established, the Trojan provides attackers full remote access, including keylogging, screen control, and phishing overlays to harvest banking and cryptocurrency credentials. This incident is notable for its complex multi-stage deployment, worm-like propagation, and use of AI-aided code, reflecting a new evolution in financially motivated malware. The attack demonstrates the increasing convergence of social engineering, sophisticated fileless techniques, and abuse of popular messaging platforms, signaling urgent challenges for both enterprises and end users.
7 months ago
Kill Chain
PowerSchool 2024 Data Breach: College Student Sentenced for Massive Attack
In December 2024, PowerSchool, a major provider of cloud-based education technology, suffered a significant data breach orchestrated by 19-year-old college student Matthew D. Lane from Worcester, Massachusetts. Lane infiltrated PowerSchool’s systems by exploiting a combination of credential theft and vulnerabilities in internal access controls, enabling him to exfiltrate large volumes of sensitive student and faculty data over several weeks. Law enforcement investigation led to his arrest and subsequent sentencing to four years in prison, highlighting both the sophistication of modern attackers and the sensitivity of educational data targeted. The case is especially relevant as threat actors increasingly set their sights on critical SaaS platforms and education technology, exploiting gaps in zero trust implementation and east-west traffic visibility. The incident underscores a rising trend in data breaches against public sector organizations and the urgent need for robust controls in cloud and hybrid environments.
7 months ago
Kill Chain
How Adversaries Used AI CLI Tools for Command & Control in 2024
In early 2024, security researchers identified a new wave of cyber intrusions involving adversaries weaponizing AI-enabled command-line tools to facilitate command and control activities within targeted business environments. Attackers leveraged popular AI code-assistants such as Claude Code, integrating them into CLI workflows to generate and execute malicious payloads, exfiltrate credentials, and bypass conventional security controls. The attack chain typically relied on legitimate processes, enabling lateral movement and credential theft while avoiding detection by traditional endpoint defenses. Unauthorized east-west traffic and encrypted exfiltration allowed threat actors to maintain persistence and evade standard monitoring solutions, impacting both operational continuity and sensitive business data. The incident underscores a rapidly evolving threat landscape where generative AI and shell automation converge, accelerating the sophistication and speed of adversary tactics. As enterprises adopt AI-driven DevOps and operational tooling, the risk of shadow AI and undetected rogue automation increases, compelling a shift towards advanced visibility, zero trust segmentation, and policy enforcement across hybrid environments.
7 months ago
Kill Chain
2025 Mysterious Elephant Attack: Asia-Pacific Government Cyber-Espionage Exposed
In early 2025, the Mysterious Elephant advanced persistent threat group launched a sophisticated campaign targeting government and foreign affairs entities across Pakistan, Bangladesh, Afghanistan, Nepal, and Sri Lanka. Utilizing spear phishing emails, exploit kits, and malicious documents as entry vectors, the group deployed custom and open-source malware—such as BabShell, MemLoader HidenDesk, and ChromeStealer—to gain persistent network access, move laterally, and exfiltrate sensitive data. Their tooling leveraged advanced evasion tactics and targeted WhatsApp data for exfiltration, compromising documents, images, and browser credentials. The operation demonstrates considerable code reuse and customized tooling, posing a significant disruption to national and diplomatic processes in the region. Mysterious Elephant’s shift to tailored malware, WhatsApp-specific exfiltration, and cloud-based infrastructure highlights a broader threat landscape trend: state-sponsored actors refining tactics for targeted governmental espionage. This underscores the importance of proactive monitoring and cross-border information sharing to address escalating nation-state risks.
7 months ago
Kill Chain
Microsoft Patch Tuesday Ring-fences 172 Flaws and Ends Windows 10 Support
In October 2025, Microsoft’s Patch Tuesday delivered critical security updates addressing 172 vulnerabilities in Windows operating systems, including two zero-days actively exploited in the wild. The first, CVE-2025-24990, is a flaw in the long-bundled Agere Modem driver exploited by attackers and removed entirely by Microsoft. The second, CVE-2025-59230, impacted Windows Remote Access Connection Manager (RasMan), risking privilege escalation through compromised VPN and remote access services. Remote code execution bugs in Office Preview Pane and a critical risk to Windows Server Update Services (WSUS) put both endpoints and patching infrastructure at significant risk. This large wave of vulnerabilities coincided with the end of official support for Windows 10, Exchange Server 2016, and other Microsoft products. The combination of zero-day exploitation and the end-of-life for popular products highlights the urgent need for proactive vulnerability management and secure migration paths as cybercriminals increasingly exploit outdated software.
7 months ago
Kill Chain
Microsoft’s October 2025 Patch Tuesday Highlights Critical Vulnerabilities and End-of-Support Urgency
In October 2025, Microsoft released security updates addressing 157 vulnerabilities across several on-premises products as part of its Patch Tuesday initiative. Eight vulnerabilities were rated critical, with impacted platforms including Windows 10, Office 2016/2019, Exchange Server 2016/2019, and various core components (e.g., Excel, Remote Desktop, SharePoint). While no active exploitation was reported at the time of disclosure, the sheer number and severity of these flaws—including several involving remote code execution and privilege escalation—pose significant risks for enterprises relying on legacy or end-of-support software. Organizations dependent on affected Microsoft software are urged to apply patches promptly and consider their exposure, particularly as support for key products ends and attackers often target unpatched environments. This Patch Tuesday is highly relevant as attackers consistently exploit newly disclosed vulnerabilities, especially in widely deployed systems, for lateral movement and data exfiltration. With mainstream support ending for core Microsoft products, the window of exposure and regulatory risk grows for companies slow to adopt updated versions or enhanced security controls.
7 months ago
Kill Chain
Python Infostealer Exposes New Clipboard Image Attack Vector in 2024
In October 2024, a new Python-based infostealer was discovered leveraging the clipboard’s picture functionality to stealthily exfiltrate screenshots and images from victim machines. The malware, observed in the wild using Telegram for command-and-control, exploits the common trust in clipboard features by targeting not only text but also graphical data such as screenshots often exchanged for reporting or documentation. Notably, the malware’s code contained Vietnamese-language comments, and a sample analyzed had a low detection score on VirusTotal, indicating low awareness and potential for widespread impact. This incident highlights the evolution of infostealer tactics as they expand data theft payloads beyond credentials and text, exploiting overlooked vectors like clipboard images. Such techniques present new challenges for organizations as attackers increasingly focus on fileless, cross-platform exfiltration and abuse of trusted collaboration workflows.
7 months ago
Kill Chain
How BlackSuit Ransomware Hit a Global Equipment Manufacturer in 2024
In early 2024, a global equipment manufacturer experienced a significant ransomware attack carried out by the threat actor Ignoble Scorpius, leveraging the BlackSuit ransomware. The attack began with a sophisticated vishing campaign targeting an employee, leading to credential compromise and lateral movement within the company’s network. Attackers bypassed multiple defenses, ultimately deploying the ransomware to encrypt critical business systems and disrupt operations worldwide. The incident required rapid response, threat intelligence analysis, and comprehensive remediation to restore services and protect sensitive data. This incident highlights the growing danger of human-centric social engineering combined with advanced ransomware—a tactic increasingly adopted by organized threat actors. With the resurgence of targeted and blended attacks, organizations face urgent pressure to strengthen security controls and resilience against such evolving 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.
