✨ 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 3769 to 3780 of 5272
AI Deepfake Geospatial Maps Incident Exposes New Security Frontier (2025)
In December 2025, a high-profile security research initiative revealed significant risks in the unchecked proliferation of AI-generated deepfake satellite maps. Sparked by the personal experience of a deepfake attack, a 17-year-old cybersecurity researcher demonstrated how adversaries could blend or fabricate satellite imagery using advanced GANs and diffusion models. These manipulations, undetectable to the naked eye, could mislead governments and emergency responders, mask critical infrastructure weaknesses, or facilitate large-scale misinformation campaigns with potentially catastrophic consequences on national security and public trust. The incident highlights a rising threat: geospatial deepfakes are evolving rapidly, outpacing current detection solutions and exposing new vulnerabilities in organizations' data and decision pipelines. Growing reliance on AI-generated imagery and the lack of robust verification frameworks make this an urgent issue for security leaders and risk managers in both public and private sectors.
7 months ago
Kill Chain
AWS IAM Credential Theft Drives Massive Cloud Cryptomining in 2024
In early 2024, threat actors exploited stolen Amazon Web Services (AWS) Identity and Access Management (IAM) credentials to launch an extensive cryptomining campaign. Attackers gained unauthorized access to multiple customer environments, leveraging compromised IAM keys to provision and operate Amazon EC2 instances at scale. This unauthorized infrastructure was then used to mine cryptocurrency, resulting in significant financial losses, increased resource utilization, and additional operational overhead for affected organizations. The incident exposed critical gaps in cloud credential management and highlighted the attackers’ agility in abusing cloud-native services for illicit profit. This attack underscores a growing trend where cybercriminals are rapidly pivoting to cloud environments, exploiting mismanaged or stolen credentials. As more businesses migrate workloads to multi-cloud platforms, identity-driven threats and cryptojacking incidents are rising, urging organizations to reexamine their cloud security postures and access controls.
7 months ago
Kill Chain
ESET H2 2025 Report: Multi-Vector Cyberattacks Disrupt Enterprise Defenses
In the second half of 2025, ESET’s telemetry detected a significant uptick in multi-vector cyberattacks targeting enterprises across cloud, hybrid, and on-premises environments. Adversaries leveraged sophisticated tactics such as encrypted traffic evasion, lateral movement through east-west traffic, and exploitation of cloud misconfigurations to bypass traditional security controls and exfiltrate sensitive data. These campaigns combined advanced persistent threat (APT) techniques, ransomware deployment, and the abuse of shadow AI tools, often resulting in business disruption, regulatory exposure, and reputational harm for affected organizations. This incident reflects an intensifying trend: cyber actors are increasingly combining multiple techniques to evade detection, overwhelm defenses, and exploit both legacy and cloud-native infrastructure. With regulatory scrutiny mounting and a surge in identity-driven and AI-enabled threats, proactive segmentation and real-time threat detection are now vital for enterprise resilience.
7 months ago
Kill Chain
How RansomHouse's 2025 Encryption Upgrade Disrupted Critical Sectors
In December 2025, the RansomHouse ransomware-as-a-service (RaaS) group, operated by the Jolly Scorpius threat actor, was observed deploying a significantly upgraded encryption process against high-value victims. Attackers exploited compromised credentials and ESXi server vulnerabilities to infiltrate enterprise environments, moving laterally and using tools like MrAgent to disable firewalls and maintain persistent access. Once established, they deployed the enhanced Mario encryptor, which used multi-layered, two-stage file encryption and selective chunk processing to maximize data disruption. This double extortion campaign resulted in data theft, operational outages, and public leaks for at least 123 organizations across healthcare, finance, government, and transportation sectors. This incident highlights both the increasing technical sophistication of ransomware operations and the rapid evolution of RaaS offerings. The shift to more complex encryption makes detection, containment, and recovery far more challenging, calling for organizations to adopt dynamic, layered security controls and anticipate future trends in ransomware capabilities.
7 months ago
Kill Chain
Sandworm Shifts Tactics: How Misconfigured AWS Edge Devices Enabled State Espionage in 2025
In early 2025, Amazon Threat Intelligence disclosed a sustained campaign by Russia's GRU-linked Sandworm (APT44) targeting Western critical infrastructure, with a focus on the energy sector. The threat actors shifted tactics from exploiting software vulnerabilities to exploiting misconfigured network edge devices hosted on AWS as their primary entry vector. Once inside, attackers intercepted sensitive network traffic to steal credentials and leveraged these to expand and maintain access across enterprise and critical infrastructure environments, including electric utilities, energy providers, and managed security providers. Remediation included notification of affected customers, removal of compromised AWS EC2 instances, and intelligence sharing with partners. This incident marks a concerning evolution in nation-state attack tradecraft: adversaries are prioritizing misconfigurations over traditional exploits, highlighting the need for organizations to reassess cloud and hybrid network security. The prevalence of cloud-hosted infrastructure increases urgency around identity and segmentation defenses.
7 months ago
Kill Chain
Illusory Systems 2022 Crypto Breach: Smart Contract Flaw Leads to FTC Settlement
In July 2022, Illusory Systems (also known as Nomad) suffered a major security breach when attackers exploited an application security flaw in its Token Bridge smart contract platform. After pushing inadequately tested and poorly secured code to production, the company left the cross-chain bridge exposed to a vulnerability that was quickly leveraged by hackers to drain approximately $186 million in user-held cryptocurrencies. The breach went undetected internally, with staff first learning about it from a user on social media; response delays and lack of effective controls allowed attackers to empty the bridge. Regulatory investigation found misaligned security claims, absence of key safeguards, lack of automated fraud monitoring, and ineffective incident response processes, leading to severe financial and reputational damages for Illusory Systems. This incident echoes the rising threat landscape targeting blockchain infrastructure, with smart contract vulnerabilities increasingly exploited for high-value thefts. The FTC’s enforcement action against Illusory Systems highlights growing regulatory scrutiny and the urgent need for strong application security practices in the crypto-asset sector.
7 months ago
Kill Chain
How Attackers Exploit Windows Race Conditions with Path Lookups
In December 2025, security researchers identified a critical exploitation technique leveraging race conditions within the Windows Object Manager namespace. Attackers can use specially crafted path lookups, combining recursive directories, symbolic links, shadow directories, and hash collisions, to artificially inflate kernel resource lookup times—sometimes up to several minutes. By exploiting this behavior, an attacker could significantly increase the window to win race conditions, potentially bypassing security checks and securing unauthorized access or escalating privileges. The impact of this exploit affects modern Windows 11 systems and is especially relevant for environments relying heavily on object access protections. This exploitation method highlights an enduring structural weakness that remains open even in recent Windows releases. With a broader trend toward complex system attacks and system resource manipulation, awareness and mitigations for race-based vulnerabilities have become a growing priority for enterprises and regulators.
7 months ago
Kill Chain
VirtualBox Slirp Flaw Enables 2025 Virtualization Escape — What Enterprises Must Know
In late 2025, a critical vulnerability was disclosed in Oracle VirtualBox related to its use of a modified Slirp networking stack for NAT mode. Security researchers demonstrated a reliable virtualization escape technique by exploiting unsafe memory handling in the packet heap allocator. By manipulating packet headers from within a VM, attackers could achieve arbitrary code execution on the host, effectively breaching isolation and enabling full control over the underlying system. No authentication was required; only network access from the guest to the host's NAT interface. The incident prompted urgent patching and highlighted the continued risk of legacy code in hypervisor environments. This incident remains highly relevant as virtualization escape attacks are escalating, with attackers targeting cloud and data center hypervisor layers. Trends in lateral movement, advanced VM attacks, and increasing regulatory focus on workload security are intensifying the urgency for robust virtual infrastructure defenses.
7 months ago
Kill Chain
SoundCloud 2024 Breach Exposes Member Data and VPN Vulnerabilities
In June 2024, SoundCloud experienced a significant security breach where threat actors compromised their infrastructure, resulting in outages and disruption of VPN connectivity. The attackers exfiltrated a database containing users' email addresses and profile information, exposing sensitive member data. The attack led to service interruptions that impacted both staff operations and user access, highlighting vulnerabilities in SoundCloud’s VPN and internal data security protocols. Subsequent investigations revealed that unencrypted network traffic and insufficient segmentation allowed the attackers to move laterally and extract confidential data. This incident exemplifies the growing trend of targeting cloud-based media platforms using sophisticated techniques, including exploiting VPN weaknesses and lateral movement within corporate networks. With regulatory scrutiny increasing around customer data privacy and the persistent rise in credential-driven breaches, organizations face mounting pressure to strengthen east-west security and encrypted network controls.
7 months ago
Kill Chain
European Authorities Dismantle Major Call Center Fraud Ring in Ukraine (2024)
In mid-2024, European law enforcement agencies succeeded in dismantling a major organized fraud ring operating out of Ukraine. This network used illicit call centers to impersonate financial institutions, manipulating victims across Europe—especially in Germany—into divulging sensitive information or making fraudulent investments. Through sophisticated social engineering techniques and well-structured scripts, the group defrauded thousands of individuals of over 10 million euros. The operation also seized electronic equipment and led to at least five arrests. This incident highlights the ongoing evolution of transnational cybercrime syndicates that exploit human vulnerability through social engineering. Call center fraud, often leveraging modern technologies and cross-border coordination, continues to surge even as regulatory and enforcement actions intensify across Europe.
7 months ago
Kill Chain
Hypervisors Under Fire: 2024 Ransomware Blitz Hits Virtualization Core
In early 2024, organizations across multiple sectors faced a wave of targeted ransomware attacks exploiting vulnerabilities in virtualization platforms' hypervisors. Threat actors used stolen administrative credentials and leveraged known and zero-day flaws in hypervisor management interfaces to bypass segmentation controls, moving laterally from corporate networks onto host environments. Once inside, attackers deployed ransomware payloads at the hypervisor level, simultaneously encrypting dozens of virtual machines and crippling key business operations for days or weeks. The impact included downtime cascading across critical workloads, increased ransom demands due to concentrated disruption, and challenges in restoring services due to the interlocked nature of virtualized systems. This incident spotlights the growing trend of ransomware groups shifting attacks from endpoint devices to virtualization infrastructure, exploiting weak visibility and east-west segmentation at the hypervisor layer. As businesses accelerate cloud and virtual adoption, the threat landscape is rapidly evolving, making hypervisor security an urgent priority for IT and security leaders.
7 months ago
Kill Chain
Fortinet 2024 Auth Bypass Exploited: Urgent Actions for Network Security
In early June 2024, threat actors actively exploited newly disclosed authentication bypass vulnerabilities in multiple Fortinet products, including FortiOS and FortiProxy. Attackers leveraged these flaws (notably CVE-2024-21762 and CVE-2024-23113) shortly after Fortinet's patch release, gaining unauthorized admin-level access to vulnerable devices. The intruders then extracted system configuration files, risking exposure of sensitive network data and credentials. Several organizations reported compromises and system disruptions, prompting urgent advisories from Fortinet and government agencies to patch immediately and review system integrity. This incident underscores a dangerous trend: rapid mass exploitation of zero-day vulnerabilities in network security devices. The high-profile breach highlights mounting risks to organizations that delay critical patching and demonstrates the persistent targeting of edge appliances by sophisticated attackers.
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.
