STRUCTURED THREAT INTELLIGENCE FOR THE CLOUD COMMUNITY

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.

Kill Chain Coverage

ATT&CK Mapped

Real-World IOCs

Threat ReportsLive Intelligence

Recent Breaches, Security Incidents & Vulnerabilities

A unified view of real-world cloud threats — combining AI-powered analysis, security research, and expert perspectives through a consistent, cloud-specific framework.

AI-Powered Threat Analysis

Agentic AI that analyzes real-world attacks — across security incidents, breaches, and exploited vulnerabilities — to produce structured, actionable intelligence.

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Displaying 6745 to 6756 of 6832 threat reports

Computer Software/Engineering9 months ago

Malicious MCP Servers: How AI Supply Chain Integrations Were Weaponized in 2024

In early 2024, security researchers uncovered a novel supply chain attack exploiting the Model Context Protocol (MCP), an emerging integration layer for AI assistants. Attackers published seemingly legitimate MCP servers on public repositories such as PyPI, which, once installed by developers, silently harvested sensitive credentials, SSH keys, cloud configs, and API secrets. Data exfiltration was cleverly disguised as benign HTTP requests to plausible endpoints, while the malicious packages mimicked real productivity tools, evading both user scrutiny and common detection mechanisms. This attack leveraged implicit trust in third-party AI extensions, exposing a major blind spot for organizations integrating AI into development workflows. This breach reflects a growing trend where adversaries weaponize trusted AI integration points, mirroring techniques seen in Open Source and DevOps supply chain compromises. As enterprise AI adoption accelerates, similar threats targeting protocol-level integration, plugin ecosystems, and shadow AI deployments are expected to rise, intensifying regulatory and governance pressures around software supply chain security.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(medium)

Read report

Computer Software/Engineering9 months ago

Salesloft GitHub Compromise: How a 2025 Supply-Chain Attack Rippled Across 22 Companies

In mid-2025, Salesloft disclosed a significant data breach stemming from a compromise of its GitHub account linked to its Drift application. The incident was investigated by Mandiant, which attributed the activity to the threat actor group UNC6395. Attackers maintained unauthorized access from March through June 2025, enabling them to pivot laterally and potentially compromise sensitive code, data, and operational assets. The breach's supply-chain nature led to downstream impacts, reportedly affecting at least 22 distinct organizations that relied on the compromised software or APIs. This breach highlights the persistent risk posed by supply-chain compromises and stolen developer credentials within cloud ecosystems. With threat actors increasingly targeting development tools and identity-driven pipelines, organizations face mounting regulatory and operational urgency to remediate authentication weaknesses and enforce segmenting policies across their CI/CD toolchains.

Medium impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(low)

LMLateral Movement(low)

C&CCommand & Control(low)

EExfiltration(medium)

IImpact(medium)

Read report

Automotive9 months ago

Bridgestone Americas 2024 Cyberattack Disrupts North American Manufacturing

In early 2024, Bridgestone Americas, a leading tire manufacturer, experienced a cyberattack that impacted several of its North American manufacturing plants. The incident led to operational disruptions, with reports confirming at least one plant in Quebec suspending activity. Bridgestone acted promptly, implementing its established cyber incident response protocols and containing the breach while launching a forensic investigation to determine the incident's scope. According to statements from company officials and local authorities, no employee or customer data was reported compromised, and business operations have largely returned to normal as of the latest updates. This attack highlights how IT/OT convergence in manufacturing continues to expose critical infrastructure to cyber threats, even in the absence of clear threat actor attribution or significant data loss. The event underscores the rising necessity for robust east-west security controls and rapid response capabilities within industrial environments facing increasing cyber risk.

Medium impact

Kill Chain

ICInitial Compromise(low)

PEPrivilege Escalation(low)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(low)

IImpact(medium)

Read report

Financial Services9 months ago

How Stark Industries Evaded EU Sanctions: The Persistence of Bulletproof Hosts in 2025

In May 2025, Stark Industries Solutions Ltd.—a notorious bulletproof hosting provider closely linked to Russian cyberattacks and disinformation—was placed under EU financial sanctions, alongside its Moldova-based conduits and owners. Despite these efforts, Stark rapidly rebranded as the[.]hosting, shifted its assets to new legal entities (including Dutch-based WorkTitans BV and Moldova's PQ Hosting Plus S.R.L.), and maintained operational infrastructure with covert support from providers like MIRhosting. Investigations revealed continued operations and asset management by the original threat actors, rendering the sanctions ineffective and allowing persistent delivery of DDoS campaigns, Russian-language proxy services, and malware with minimal disruption. This incident highlights the sophisticated resilience and adaptability of bulletproof hosting operations, as well as the challenges for regulators attempting to curtail nation-state-aligned cyber infrastructure. Similar evasion techniques—including cross-border asset transfers and complex corporate rebranding—are on the rise, escalating pressure on global cybersecurity, law enforcement, and compliance efforts.

High impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Computer Software/Engineering9 months ago

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.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Computer Software/Engineering9 months ago

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.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering9 months ago

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.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Financial Services9 months ago

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.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(low)

IImpact(high)

Read report

Financial Services9 months ago

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.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Computer Software/Engineering9 months ago

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.

Low impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(low)

C&CCommand & Control(high)

EExfiltration(medium)

IImpact(low)

Read report

Financial Services9 months ago

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.

Medium impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(medium)

Read report

Computer Software/Engineering9 months ago

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.

High impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(high)

IImpact(high)

Read report

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Security Research & Insights

Security Research & Insights with human-led deep dives into campaigns and cloud-native TTPs

All Research Articles

exec-13ea3b13-c046-4c3f-bdef-bfc6448ce51d

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Matt Snyder

Oct 26, 202610 min read

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

Matt Snyder

Oct 21, 202613 min read

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Matt Snyder

Oct 21, 202615 min read

Market Perspectives

Market Perspectives offering expert commentary and select breach analysis from industry leaders

Read All Blogs

What Could Have Stopped the 2023 MGM Breach v4

Cloud Native Security Fabric

What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust

Cloud Network Security

John Qian

Jul 31, 20257 min read

Zero Trust

The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures

Scott Leatherman

Jul 23, 202512 min read

Cloud Network Security

HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data

Tom Davis

Jun 25, 20257 min read

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.

The Executive Assistant That Broke the Company Why Shadow AI is the New Cloud Crisis card image

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.

Explore the Workload Attack Path Assessment

Containment Era Intelligence

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.

Interactive ToolOpen Threat Command Center Quick AssessmentAssess My Blast Radius

Tracked Campaigns

82%

Intrusions are malware-free

— CrowdStrike GTR 2026

29 min

Avg. eCrime breakout time

— CrowdStrike GTR 2026

27 sec

Fastest observed breakout

— CrowdStrike GTR 2026

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.

Free Containment Assessment Under Active Attack?

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

Malicious MCP Servers: How AI Supply Chain Integrations Were Weaponized in 2024

Salesloft GitHub Compromise: How a 2025 Supply-Chain Attack Rippled Across 22 Companies

Bridgestone Americas 2024 Cyberattack Disrupts North American Manufacturing

How Stark Industries Evaded EU Sanctions: The Persistence of Bulletproof Hosts in 2025

Inside the 2025 Salesloft Drift SaaS Supply Chain Breach: Lessons in Token Management

Salesloft Drift OAuth Breach Compromises Salesforce: 2025 Supply Chain Attack Analysis

2025 Salesforce Supply Chain Breach Unveiled: UNC6040 and UNC6395’s Advanced OAuth Attacks

Gentlemen Ransomware Exploits Vulnerable Driver to Disable Enterprise Security (2024)

SonicWall Firewalls Under Siege: Akira Ransomware Exploits CVE-2024-40766

AsyncRAT Attackers Exploit ConnectWise ScreenConnect—Credential & Crypto Theft on the Rise

Microsoft September 2025 Patch Tuesday: Critical Vulnerabilities in Cloud, URL Security Zones, and More

Vyro AI 2024 GenAI Data Leak: Why Cyber Hygiene Can't Wait

Security Research & Insights

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Market Perspectives

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

With CNSF, enterprises can:

See Your Attack Paths. Close the Gaps with CNSF.

Your assessment delivers:

The threat landscape has changed.
Has your question changed with it?

Contain the Blast Radius

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Security & Legal

Aviatrix Threat Research Center

Recent Breaches, Security Incidents & Vulnerabilities

AI-Powered Threat Analysis

Malicious MCP Servers: How AI Supply Chain Integrations Were Weaponized in 2024

Salesloft GitHub Compromise: How a 2025 Supply-Chain Attack Rippled Across 22 Companies

Bridgestone Americas 2024 Cyberattack Disrupts North American Manufacturing

How Stark Industries Evaded EU Sanctions: The Persistence of Bulletproof Hosts in 2025

Inside the 2025 Salesloft Drift SaaS Supply Chain Breach: Lessons in Token Management

Salesloft Drift OAuth Breach Compromises Salesforce: 2025 Supply Chain Attack Analysis

2025 Salesforce Supply Chain Breach Unveiled: UNC6040 and UNC6395’s Advanced OAuth Attacks

Gentlemen Ransomware Exploits Vulnerable Driver to Disable Enterprise Security (2024)

SonicWall Firewalls Under Siege: Akira Ransomware Exploits CVE-2024-40766

AsyncRAT Attackers Exploit ConnectWise ScreenConnect—Credential & Crypto Theft on the Rise

Microsoft September 2025 Patch Tuesday: Critical Vulnerabilities in Cloud, URL Security Zones, and More

Vyro AI 2024 GenAI Data Leak: Why Cyber Hygiene Can't Wait

Security Research & Insights

Four Minutes to PHP2Shell Shaped Traffic: What an Internet Exposed PHP Honeypot Saw

Eight Certificates That Can Impersonate Anyone: The eMudhra Key Failure and Your Real Attack Surface

php2shell: Two Critical PHP RCEs, a Pre-Patch Leak, and the PHP You Didn't Know You Had

Market Perspectives

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

With CNSF, enterprises can:

See Your Attack Paths. Close the Gaps with CNSF.

Your assessment delivers:

The threat landscape has changed. Has your question changed with it?

Contain the Blast Radius

The threat landscape has changed.
Has your question changed with it?