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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 6313 to 6324 of 6396
Inside the 2025 Salesloft Drift SaaS Supply Chain Breach: Lessons in Token Management
In early 2025, a significant supply chain breach occurred when threat actor UNC6395 exploited a dormant OAuth token from a third-party Salesloft Drift integration within a Salesforce environment. Leveraging the compromised token—which bypassed MFA—the attacker launched automated connections from multiple unknown VPNs, enumerating CRM accounts and exfiltrating customer data, including embedded credentials. This enabled lateral movement, granting persistent, unauthorized access to hundreds of downstream client Salesforce instances and facilitating privilege escalation into additional systems via harvested secrets. The incident underscores an urgent trend of attackers exploiting inadequately governed third-party integrations, token sprawl, and absent monitoring. With growing SaaS adoption and rising API-driven architectures, identity-driven supply chain attacks have become top risks, accelerating regulatory scrutiny and industry demand for automated token hygiene, lifecycle management, and more rigorous third-party security postures.
9 months ago
Kill Chain
Salesloft Drift OAuth Breach Compromises Salesforce: 2025 Supply Chain Attack Analysis
In August 2025, a supply chain attack leveraging the Salesloft Drift integration was used to compromise customer Salesforce instances. Threat actors exploited compromised OAuth credentials between August 8-18, enabling them to perform automated, high-volume data exfiltration from sensitive Salesforce objects such as Account, Contact, Case, and Opportunity records. Following exfiltration, the attackers reportedly scanned acquired data for credentials and leveraged anti-forensic tactics, including deletion of query logs, to obscure their activities. Salesloft promptly revoked all relevant tokens and notified impacted customers, while security teams advised immediate credential rotations and log investigation for signs of compromise. This incident spotlights the risks associated with third-party SaaS integrations and highlights the sophistication of attackers targeting popular business platforms. As OAuth-based attacks and API exploitations become more common, organizations must enhance supply chain monitoring, review privilege access, and adopt zero trust principles to mitigate similar breaches.
9 months ago
Kill Chain
2025 Salesforce Supply Chain Breach Unveiled: UNC6040 and UNC6395’s Advanced OAuth Attacks
In mid-2025, cybercriminal threat clusters UNC6040 and UNC6395 launched coordinated attacks targeting the Salesforce environments of major global enterprises, leveraging supply chain compromises, OAuth token abuse, and social engineering tactics. Attackers tricked employees into authorizing malicious OAuth apps or exploited stolen access tokens, enabling mass data exfiltration from Salesforce—including sensitive 'Accounts', 'Contacts', and support case records containing credentials and cloud secrets. Stolen information was subsequently used by the ShinyHunters extortion group for ransom threats and further infiltrations, impacting organizations such as Google, Cisco, Adidas, and major cybersecurity firms. This incident exemplifies a growing wave of attacks exploiting trusted third-party platforms and identity federation weaknesses to compromise cloud SaaS data at scale. The sophisticated multi-stage approach highlights urgent risks related to SaaS supply chains, the need for robust OAuth governance, and increased vigilance toward privilege escalation via indirect access vectors.
9 months ago
Kill Chain
Gentlemen Ransomware Exploits Vulnerable Driver to Disable Enterprise Security (2024)
In early 2024, the Gentlemen ransomware group executed a sophisticated attack leveraging a vulnerable version of the ThrottleStop.sys driver to disable antivirus and endpoint detection and response (EDR) systems. By exploiting this signed but flawed driver, the attackers were able to gain kernel-level privileges, terminate security defenses, and deploy ransomware effectively across targeted organizations. The impact resulted in rapid file encryption, significant operational disruption, and increased ransom demands as incident response capabilities were bypassed. This incident highlights the growing trend of ransomware operators abusing trusted, vulnerable drivers to evade security controls. The ease with which attackers weaponize driver vulnerabilities underscores the urgent need for organizations to enhance driver and device control, patch management, and implement Zero Trust security strategies.
9 months ago
Kill Chain
SonicWall Firewalls Under Siege: Akira Ransomware Exploits CVE-2024-40766
Between July and August 2024, Akira ransomware affiliates targeted SonicWall firewall devices by exploiting CVE-2024-40766, a vulnerability in the SSL VPN protocol, combined with widespread configuration errors. Despite the availability of patches, attackers successfully accessed devices where remediation steps such as local password resets after firmware upgrades and proper multi-factor authentication (MFA) implementation were neglected. These campaigns leveraged misconfigured LDAP group permissions and compromised credentials to gain initial access, enabling Akira to steal sensitive data and encrypt systems across numerous organizations. The resulting attacks led to data theft, system downtime, and expensive ransom demands, with impacts observed globally, including within Australia. Akira’s ongoing surge illustrates the growing sophistication and persistence of ransomware groups in targeting both unpatched and improperly configured perimeter devices. This attack wave highlights the critical need for organizations to not only apply security patches promptly but to rigorously follow up with secure configuration and identity management measures to prevent operational and financial losses.
9 months ago
Kill Chain
AsyncRAT Attackers Exploit ConnectWise ScreenConnect—Credential & Crypto Theft on the Rise
In September 2025, cybersecurity researchers identified a sophisticated attack leveraging the ConnectWise ScreenConnect remote monitoring tool to deliver AsyncRAT, a potent remote access trojan. Threat actors exploited legitimate RMM infrastructure to establish unauthorized access, bypass defenses, and deploy a VBScript-based loader on victim systems. Once installed, AsyncRAT facilitated unauthorized credential harvesting and cryptocurrency theft from compromised hosts, exposing sensitive business and personal data. The campaign’s use of trusted IT management software as an initial entry vector complicated detection and posed significant risks to organizations relying on remote administration tools. This incident underscores an increasing security challenge: the abuse of legitimate remote management solutions by attackers to evade detection and propagate malware. As identity-driven and tool-based attacks surge, businesses must re-examine their controls, segmentation, and monitoring to counter exploitation of sanctioned IT utilities.
9 months ago
Kill Chain
Microsoft September 2025 Patch Tuesday: Critical Vulnerabilities in Cloud, URL Security Zones, and More
On September 9, 2025, Microsoft released its September Patch Tuesday updates, addressing 177 vulnerabilities across its ecosystem, including 86 that impacted Microsoft products directly. Among these, 13 were rated as critical, and two had already been publicly disclosed. Notable vulnerabilities included improper URL security zone classification (CVE-2025-54107, CVE-2025-54917), which could allow attackers to bypass security features, and several remote code execution flaws affecting critical workloads. While none of these vulnerabilities were exploited before disclosure, their wide range—including issues in Azure, Office, and the Windows kernel—signals continued risk across cloud and on-premises environments. These vulnerabilities highlight evolving attacker techniques, such as zone misclassification and privilege escalation in cloud services, while underscoring the complexity of patch management in hybrid infrastructures. The scale of affected Microsoft and open-source components (like Azure Linux/Mariner) points to the growing regulatory and operational urgency for comprehensive and timely vulnerability management.
9 months ago
Kill Chain
Vyro AI 2024 GenAI Data Leak: Why Cyber Hygiene Can't Wait
In early 2024, Vyro AI experienced a significant data leak involving the unintentional exposure of proprietary and sensitive user data via a GenAI platform. The incident occurred when internal users, unaware of best security practices, shared confidential information with generative AI tools that did not have adequate encryption or access controls. This exposed private data to unauthorized individuals and third parties, highlighting deficiencies in the company’s data protection policies and cloud application oversight. This breach is emblematic of the growing risks associated with GenAI usage in enterprise environments, where shadow IT and user-driven data sharing can sidestep traditional security controls. As organizations adopt AI at scale, ensuring robust data governance and compliance is more critical than ever to avoid regulatory and reputational fallout.
9 months ago
Kill Chain
VMScape: 2025’s Critical Hypervisor Isolation Attack Exposes Cloud Risks
In September 2025, security researchers from ETH Zurich disclosed 'VMScape,' a sophisticated side-channel attack that breaks guest-host isolation in virtualized environments by exploiting incomplete speculative execution mitigations in modern AMD and Intel CPUs. The exploit enables a malicious guest VM to leak sensitive data, such as cryptographic keys, from the unmodified QEMU hypervisor memory, bypassing existing Spectre defenses without requiring host compromise. The attack impacts AMD Zen 1–5 and Intel Coffee Lake CPUs, allowing memory leaks at rates that threaten cloud multi-tenancy and data privacy. While VMScape requires deep technical expertise and sustained attack duration, its discovery highlights ongoing challenges in securing virtualization infrastructure against novel hardware-level threats. The incident underscores the need for prompt hardware and software mitigation deployment and a renewed focus on isolation techniques amid rising CPU vulnerability disclosures.
9 months ago
Kill Chain
Apple 2025 Spyware Surge: Targeted Zero-Day Attacks Threaten High-Profile Users
In 2025, Apple issued multiple urgent notifications to users after detecting a series of targeted spyware attacks leveraging zero-day vulnerabilities on iOS devices. According to French CERT-FR, at least four documented incidents since the beginning of the year involved highly sophisticated, zero-click exploits that required no user interaction. Victims included journalists, politicians, lawyers, activists, and executives in sensitive sectors. Attackers used a combination of a patched Apple zero-day (CVE-2025-43300) and a WhatsApp vulnerability (CVE-2025-55177) to compromise devices, potentially granting remote access to communications and sensitive data. Apple recommended enabling Lockdown Mode and soliciting help from digital security hotlines, but did not attribute the attacks to a specific group or region. This incident underscores increasing use of mercenary spyware and zero-day exploits for high-profile targeting, reflecting the growing challenges of defending against advanced persistent threats. The case highlights the urgency for rapid patching, proactive security postures, and global awareness of targeted surveillance campaigns in both the public and private sectors.
9 months ago
Kill Chain
Ascension Health 2024: Kerberoasting Ransomware Attack Exposes Microsoft Security Risks
In May 2024, Ascension Health experienced a major ransomware breach, impacting over 5.6 million patient records. Attackers exploited a contractor’s click on a malicious Bing search result in Microsoft Edge, leveraging a 'Kerberoasting' attack against Microsoft Active Directory. By abusing weak and legacy RC4-encrypted Kerberos service account credentials, attackers escalated privileges and moved laterally across sensitive healthcare infrastructure, ultimately exfiltrating patient data and disrupting operations. The incident highlighted significant shortcomings in Microsoft's default security settings and communication of critical risks to enterprise customers, even after prior warnings from security experts and U.S. government officials. The breach is emblematic of a rising trend in identity-based and ransomware attacks exploiting outdated cryptographic standards across critical infrastructure sectors, especially healthcare. Regulatory and public scrutiny on vendor responsibility, ransomware defense, and secure default configurations have intensified following this high-profile compromise.
9 months ago
Kill Chain
Panama Ministry of Economy Breach: INC Ransomware’s 2025 Attack Explained
In September 2025, Panama's Ministry of Economy and Finance (MEF) announced a cyber incident after the INC Ransomware gang claimed liability for a breach. The ministry reported detecting malicious software on one workstation, activating security protocols, and asserting no core systems or sensitive data were affected. However, INC Ransom posted evidence and claimed to have exfiltrated over 1.5 TB of emails, financial, and budgeting documents from MEF. The threat actor listed MEF on its leak site and began releasing data samples, raising concerns about the extent of exposure. This incident underscores the continued evolution and impact of ransomware-as-a-service (RaaS) operations targeting government and finance sectors. With INC Ransom’s repeated high-profile attacks, the breach reflects the growing risk of sophisticated data theft and extortion campaigns confronting public sector organizations globally.
9 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.

