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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 4789 to 4800 of 5297
North Korean Hackers Target Job Seekers with Advanced Malware & Blockchain C2 (2024)
In early 2024, cybersecurity researchers from Cisco Talos and Google Threat Intelligence Group uncovered a sophisticated cyber-espionage campaign led by North Korea-aligned groups, Famous Chollima and UNC5342. These actors exploited job recruitment platforms by duping job seekers into downloading malicious code, including new malware strains—namely BeaverTail, OtterCookie, JadeSnow, and InvisibleFerret—during fake interview processes. The attackers leveraged advanced techniques such as blockchain-based command and control (EtherHiding) to exfiltrate credentials, steal cryptocurrency, and deploy ransomware. Information-stealing modules captured keystrokes and screen data, highlighting the ongoing evolution of North Korea’s threat ecosystem while successfully avoiding conventional detections. This incident underscores the persistent risks posed by nation-state threat actors utilizing social engineering and innovative evasion tactics. The convergence of credential theft, ransomware delivery, data exfiltration, and resilient C2 infrastructure signals an escalation in global threat sophistication, especially targeting corporate and finance sectors.
7 months ago
Kill Chain
North Korean Hackers Deploy Blockchain Malware via EtherHiding
In early 2025, North Korean state-backed threat actors, specifically UNC5342, leveraged a new malware distribution technique called 'EtherHiding' to conduct advanced social engineering attacks against software and web developers. Utilizing smart contracts on public blockchains like Ethereum and Binance Smart Chain, the attackers embedded JavaScript payloads, allowing them to deliver and update malware with anonymity and resistance to takedowns. The lures involved fake job interviews that convinced victims to run malicious code, ultimately resulting in the in-memory deployment of the JADESNOW and InvisibleFerret malware for credential theft, financial data exfiltration, and ongoing espionage. This breach is particularly significant as it marks the first known nation-state operation using EtherHiding to evade detection and persistently update attack tools on-chain. The campaign signals a macro shift to blockchain-based malware delivery, complicating threat intelligence, response, and regulatory postures in the face of evolving infostealer and espionage techniques.
7 months ago
Kill Chain
Adobe AEM Forms Zero-Day (CVE-2025-54253) Actively Exploited for Remote Code Execution
In October 2025, a maximum-severity vulnerability (CVE-2025-54253) in Adobe Experience Manager (AEM) Forms was discovered to be actively exploited in the wild. The flaw, allowing unauthenticated remote code execution via authentication bypass, affected AEM Forms on JEE versions 6.5.23 and earlier. Researchers from Searchlight Cyber originally reported the issue in April, but public exploit code and detailed writeups emerged before Adobe issued a patch in August. Attackers were able to exploit the misconfiguration to gain complete control over unpatched systems, endangering both public and private sector organizations. This incident underscores the increasing threat posed by delayed patching and public disclosure of unpatched zero-days. It highlights the importance of rapid vulnerability management, particularly for federal agencies under BOD 22-01, and serves as a warning for organizations to prioritize patching high-impact application flaws to protect critical business operations.
7 months ago
Kill Chain
Exploited Zero-Day in Gladinet CentreStack: Rapid RCE and the Need for Zero Trust
In October 2025, Gladinet patched a critical zero-day vulnerability (CVE-2025-11371) in its CentreStack file-sharing software, which had been exploited by threat actors since late September. The attackers leveraged a local file inclusion flaw to access the application's Web.config file and extract the machine key, subsequently exploiting a chained deserialization vulnerability (CVE-2025-30406) to achieve unauthenticated remote code execution. The service's SYSTEM-level privileges enabled lateral movement and sensitive file access. Gladinet released mitigations and a full patch, urging immediate client upgrades to prevent further compromise of business environments. This incident highlights a continuing trend in targeting widely used business collaboration platforms via sophisticated vulnerability chaining, often bypassing previous mitigations. The exploitation’s speed and public proof-of-concept release underscore the growing urgency for rapid patch management and proactive threat detection across enterprise SaaS deployments.
7 months ago
Kill Chain
Microsoft Disrupts 2025 Ransomware Campaign Using Fake Teams Installers
In October 2025, Microsoft successfully disrupted a ransomware campaign orchestrated by the threat group Vanilla Tempest (also known as Vice Society/VICE SPIDER) targeting Microsoft Teams users. Attackers used malvertising and SEO poisoning to promote websites impersonating the official Teams download page, tricking users into downloading malicious installers. These fake installers delivered the Oyster backdoor, granting attackers remote access for data theft, command execution, and the deployment of Rhysida ransomware. Microsoft responded by revoking over 200 abused code-signing certificates used to legitimize the malicious payloads, effectively hampering the campaign. This attack underscores the growing risk of supply chain compromise via trusted application installers and increasingly sophisticated social engineering techniques. The resurgence of ransomware-as-a-service operators leveraging signed malware highlights the urgent need for identity-driven defenses, vigilant certificate monitoring, and robust endpoint security measures.
7 months ago
Kill Chain
Hackers Exploit Cisco SNMP Zero-Day to Deploy Rootkit on Switches
In October 2025, threat actors exploited a zero-day vulnerability (CVE-2025-20352) in Cisco networking devices, leveraging flaws in the Simple Network Management Protocol (SNMP) to gain remote code execution on affected IOS and IOS XE switches. Trend Micro reported that attackers primarily targeted Cisco 9400, 9300, and legacy 3750G series devices, deploying rootkits on switches and unprotected Linux systems. These rootkits established a persistent backdoor, allowing attackers to control device behavior, evade logging, bypass security controls, and move laterally across VLANs. Cisco acknowledged active exploitation and classified the issue as a zero-day, urging immediate firmware and ROM analysis if compromise is suspected. The incident highlights the continued targeting of network infrastructure via legacy vulnerabilities and sophisticated rootkits, as well as the pressing need for organizations to update detection capabilities, even on older or end-of-life systems. The use of unpatched infrastructure and the absence of robust endpoint detection provided attackers with a broad attack surface, underpinning the current urgency around zero trust networking and east-west traffic monitoring.
7 months ago
Kill Chain
Prosper 2024 Data Breach: What Happened and What's Next for Financial Data Security
In early 2024, Prosper, a leading US-based financial services platform, suffered a significant data breach that compromised the personal information of over 17.6 million users. Attackers reportedly exploited vulnerabilities in Prosper's online systems, gaining unauthorized access to names, addresses, dates of birth, phone numbers, and bank account details. The breach was confirmed after the stolen data appeared in cybercrime forums and data breach repositories, prompting Prosper to notify affected users and regulatory bodies. Although no evidence of financial fraud was immediately reported, the exposed data increases risks such as identity theft and targeted social engineering. This incident underscores the pressing need for robust data protection in the financial sector due to the continued targeting of financial institutions by cybercriminals. It highlights industry-wide challenges with sensitive data security and the growing regulatory focus on rapid breach disclosure and consumer protection.
7 months ago
Kill Chain
Sotheby's 2025 Data Breach: When Sensitive Customer Information Goes Public
In July 2025, Sotheby's, a leading global auction house, suffered a significant data breach in which threat actors exfiltrated sensitive customer data. Discovered on July 24, the breach resulted in the exposure of customers' full names, Social Security numbers, and financial account information. An internal investigation spanned two months, determining the scale and nature of the data affected and the impacted individuals, which included Maine and Rhode Island residents. While the number of victims remains undisclosed, Sotheby's began notifying those affected and offered complimentary identity protection and credit monitoring. No ransomware group has publicly claimed responsibility, and the attack’s vector remains unknown, but similar institutions have faced ransomware- and data-theft-related intrusions in recent years. This incident underscores the rising frequency and impact of data breaches targeting well-known, high-value companies, particularly those handling sensitive customer and financial information. It highlights pressing concerns around regulatory compliance, the need for comprehensive incident detection and response, and growing regulatory scrutiny of data protection practices in sectors beyond traditional financial services.
7 months ago
Kill Chain
Nation-State Breach of F5 Sparks CISA Emergency Directive for Federal Agencies
In mid-2024, F5 Networks disclosed that a sophisticated nation-state attacker gained prolonged, unauthorized access to its internal systems, compromising BIG-IP source code and undisclosed vulnerability details. The breach, detected in August, prompted the US Cybersecurity and Infrastructure Security Agency (CISA) to issue an emergency directive compelling federal agencies to immediately identify, patch, or disconnect thousands of F5 products in their environments. While no direct federal compromises have been reported yet, the theft of sensitive product and security information could facilitate widespread exploitation across both federal agencies and private organizations relying on F5 systems. This incident underscores heightened risks to supply chain integrity and critical infrastructure posed by persistent nation-state campaigns. With attackers targeting widely deployed technology vendors, government and industry face urgent pressure to enhance monitoring, rapid patching, and zero trust defenses to mitigate risks from downstream exploitation of software supply chains.
7 months ago
Kill Chain
Inside the Largest U.S. School Data Breach: PowerSchool’s 2024 Ransomware Attack
In September 2024, PowerSchool, a leading education software provider, suffered a devastating ransomware attack orchestrated by Matthew Lane, who used compromised contractor credentials to access and exfiltrate sensitive records. Nearly 70 million student and teacher records were stolen, with the data held hostage for a $2.9 million ransom, which was ultimately paid. The breach led to subsequent extortion attempts on multiple school districts and resulted in over $14 million of financial losses and lifetime risks of identity theft for millions of affected individuals. Lane was sentenced in October 2024 to four years in prison, three years supervised release, and over $14 million in restitution. This incident highlights the urgency of addressing third-party risks, as threat actors increasingly exploit supply chain weaknesses to orchestrate high-impact ransomware attacks. Regulatory scrutiny and ransomware activity targeting the education sector continue to rise, underscoring the need for robust zero trust, lateral movement prevention, and data protection strategies.
7 months ago
Kill Chain
F5 2025 Breach: Nation-State Attackers Target BIG-IP Source Code
In August 2025, cybersecurity giant F5 detected a sophisticated breach by nation-state hackers who gained unauthorized access to its BIG-IP product development environment and engineering knowledge management platforms. Over an extended period, attackers exfiltrated undisclosed BIG-IP vulnerabilities, product source code, and select customer configuration information. F5 asserts no evidence that the attackers modified software, exploited the stolen vulnerabilities in active attacks, or that critical customer data was exposed. Response actions included credential rotations, hardening of development environments, enhanced threat detection, and external code audits by firms such as CrowdStrike, Mandiant, NCC Group, and IOActive. F5 also proactively issued security updates and guidance to impacted customers. This incident underscores the growing trend of sophisticated, supply-chain-oriented intrusions targeting technology providers with a wide enterprise customer base. It illustrates the strategic value of source code and zero-day exploits to well-resourced threat actors, and raises ongoing concerns about the security of key software infrastructure used widely across industries.
7 months ago
Kill Chain
Microsoft Windows Server 2025 Update Breaks Active Directory Sync
In September 2025, Microsoft’s security updates for Windows Server 2025 triggered Active Directory (AD) Domain Services synchronization issues, specifically affecting environments with large AD security groups exceeding 10,000 members. The incident, stemming from update KB5065426, disrupted vital processes like Microsoft Entra Connect Sync, resulting in incomplete directory synchronization. Microsoft quickly acknowledged the bug, issued a temporary registry-based workaround, and warned that improper registry modifications carried significant risks. The root cause is connected to directory synchronization controls that do not yet officially support Windows Server 2025. This event highlights the increasing operational risk organizations face from software update regressions affecting core identity infrastructure. In an era of widespread cloud adoption and hybrid identity services, such failures can severely impact business continuity and compliance, amplifying the urgency for robust change management and pre-deployment validation.
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.
