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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
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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 4993 to 5004 of 5297

Harrods Suffers Major Supply Chain Breach: 430,000 Customer Records Exposed in 2025
Impact· high
Harrods Suffers Major Supply Chain Breach: 430,000 Customer Records Exposed in 2025

In September 2025, UK luxury retailer Harrods disclosed a major cybersecurity incident after attackers exploited a vulnerability in a third-party supplier, leading to the exposure of 430,000 e-commerce customer records. The breach, unrelated to earlier attacks by Scattered Spider, leveraged a supply chain vector similar to the widespread Salesloft OAuth attack, allowing data exfiltration from connected Salesforce environments. Compromised data included names, contact information, and internal marketing labels, but excluded financial data and passwords. Harrods responded by promptly notifying affected customers and authorities, while refusing to engage with extortion attempts by the threat actor. This incident illustrates the growing risk of supply chain compromise in the retail and e-commerce sector, where attackers increasingly exploit third-party platforms for large-scale data theft. As regulatory scrutiny intensifies and similar attacks proliferate, organizations must reevaluate supply chain security controls and customer notification protocols.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(low)
E
Exfiltration(medium)
I
Impact(high)
Read Report
Jaguar Land Rover’s 2025 Ransomware Crisis: Lessons on Supply Chain and Zero Trust Resilience
Impact· high
Jaguar Land Rover’s 2025 Ransomware Crisis: Lessons on Supply Chain and Zero Trust Resilience

In September 2025, Jaguar Land Rover (JLR) was forced to halt production across multiple plants after suffering a catastrophic ransomware attack. The incident resulted in severe IT system disruption, suspended manufacturing operations, and subsequent data theft. A cybercrime group calling itself 'Scattered Lapsus$ Hunters' – reportedly linked to Scattered Spider and ShinyHunters – claimed responsibility, providing evidence of internal SAP system access. The attack’s impact exposed JLR’s business continuity vulnerabilities, prompted supply chain paralysis, and led the UK government to back a significant £1.5 billion loan guarantee to stabilize operations and prevent wider economic fallout. The breach highlights how ransomware actors are increasingly targeting critical manufacturing and supply chains for greater leverage. With mounting regulatory pressure and evolving attack tactics, strengthening enterprise resilience, zero trust architectures, and segmentation is more urgent than ever.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(low)
E
Exfiltration(high)
I
Impact(high)
Read Report
Medusa Ransomware’s Failed Insider Recruitment at BBC (2025)
Impact· high
Medusa Ransomware’s Failed Insider Recruitment at BBC (2025)

In July 2025, cybercriminals claiming affiliation with the Medusa ransomware group attempted to compromise the BBC by recruiting a journalist as an insider. The threat actor contacted the BBC’s cybersecurity correspondent via Signal, offering a percentage of any ransom if the journalist would provide internal access. Their plan relied on leveraging the journalist’s BBC credentials to infiltrate systems, download sensitive data, and initiate a high-value ransomware attack. The attackers used multiple social engineering tactics, including MFA fatigue (MFA bombing), but the journalist reported the approach to BBC’s security team, preventing a breach and prompting immediate incident response measures. This incident highlights the increasing risk of ransomware groups seeking insiders for network access, as well as the sophistication of social engineering tactics. As double-extortion attacks and insider recruitment surge, organizations must enhance vigilance and reinforce controls to mitigate identity-driven threats.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(high)
Read Report
Asahi Group 2025: Ransomware Attack Halts Japan's Largest Brewer
Impact· high
Asahi Group 2025: Ransomware Attack Halts Japan's Largest Brewer

In September 2025, Asahi Group Holdings, Japan's largest brewer, suffered a significant cyberattack impacting its Japan-based operations. The attack disrupted critical business functions including ordering, shipping, call center operations, and customer service, forcing a suspension of core activities across the country. Initial reports confirm this was caused by a ransomware incident, though the initial point of entry and perpetrating threat actor remain unconfirmed. As of now, no data leakage or ransom claims have been validated, and the root cause is under active investigation. This incident highlights the expanding risk ransomware poses to critical manufacturing and supply chain operations, especially in the food and beverage sector. The Asahi attack underscores the importance of securing operational technology, internal communications, and implementing robust incident response plans amidst growing threats to large multinational enterprises.

7 months ago

Kill Chain

IC
Initial Compromise(low)
PE
Privilege Escalation(low)
LM
Lateral Movement(medium)
C&C
Command & Control(low)
E
Exfiltration(low)
I
Impact(high)
Read Report
UK’s £5.5B Bitcoin Seizure: ‘Bitcoin Queen’ Convicted in Landmark Crypto Laundering Case
Impact· high
UK’s £5.5B Bitcoin Seizure: ‘Bitcoin Queen’ Convicted in Landmark Crypto Laundering Case

In September 2025, UK authorities secured a conviction in the world’s largest cryptocurrency seizure, arresting Zhimin Qian, also known as "Bitcoin Queen," for orchestrating a multi-billion pound fraudulent Bitcoin investment scheme between 2014 and 2017. Promising returns of up to 300%, Qian defrauded over 128,000 victims in China, amassing 40 billion yuan, which she later converted into Bitcoin and laundered through the UK after fleeing China. Metropolitan Police seized 61,000 Bitcoin—worth over £5.5 billion today—after a complex multi-year investigation involving international law enforcement and property laundering attempts. This landmark case highlights both the scale and sophistication of modern financial cybercrime, underscoring the growing global focus on cryptocurrency abuse for money laundering. As regulators and law enforcement agencies adapt, similar techniques threaten new sectors and jurisdictions, making robust compliance, asset tracing, and cross-border cooperation critical in cyber risk management.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(low)
E
Exfiltration(medium)
I
Impact(high)
Read Report
Malicious MCP Server Uncovered in 'postmark-mcp' npm Package Supply Chain Breach
Impact· medium
Malicious MCP Server Uncovered in 'postmark-mcp' npm Package Supply Chain Breach

In September 2025, cybersecurity researchers identified the first active malicious deployment of a Model Context Protocol (MCP) server, delivered through a compromised open-source npm package called "postmark-mcp." The attacker, masquerading as a legitimate developer, introduced rogue code into the package to stealthily exfiltrate user emails to an adversary-controlled MCP server. The package closely mimicked the official Postmark Labs library, making detection challenging for organizations relying on the trusted supply chain. The incident highlights the growing sophistication and operational impact of supply chain compromise, especially within widely used repositories like npm. This supply chain breach underscores a wider trend of attackers targeting open-source ecosystems to weaponize trusted libraries for data theft and persistent access, driving regulatory scrutiny and risk to software providers and their customers. With the acceleration of software supply chain attacks, organizations face increased pressure to enhance dependency audits and adopt zero trust controls.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(high)
I
Impact(medium)
Read Report
Microsoft Warns: AI-Powered SVG Phishing Campaign Evades Email Security
Impact· low
Microsoft Warns: AI-Powered SVG Phishing Campaign Evades Email Security

In September 2025, Microsoft disclosed a sophisticated phishing campaign targeting US-based organizations that leveraged large language models (LLMs) to craft highly obfuscated SVG file payloads. Attackers used these LLM-generated SVG attachments to evade traditional email security filters, employing convincing business terminology and synthetic code structures to deliver malicious links or steal credentials. The campaign demonstrates a notable escalation in phishing tactics, exploiting advancements in AI to automate and disguise attack vectors, with the operational impact ranging from compromised accounts to potential supply chain breaches. This incident exemplifies a new era of phishing attacks empowered by generative AI, underlining the growing urgency for advanced detection capabilities and stricter email security policies. The trend highlights a pivot toward more adaptive, machine-generated threats that traditional tools may be ill-equipped to address.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(low)
Read Report
EvilAI: Malware Masquerading as AI Tools Targets Global Enterprises in 2025
Impact· medium
EvilAI: Malware Masquerading as AI Tools Targets Global Enterprises in 2025

In September 2025, global organizations became targets of a sophisticated malware campaign in which cybercriminals disguised malicious payloads within seemingly legitimate AI productivity tools and software. Security researchers at Trend Micro identified that attackers leveraged the growing popularity and trust in AI-driven solutions to distribute their malware, affecting companies across Europe, the Americas, and AMEA. Adversaries exploited trusted distribution channels, leveraging convincing phishing and software bundling tactics to achieve initial access, with the primary goal of establishing persistent footholds for future attacks, including lateral movement and data exfiltration. The incident disrupted IT operations, forced incident response, and increased the risk of data theft and regulatory exposure. This breach highlights the rapid evolution of social engineering techniques tied to AI trends, with attackers exploiting user demand for productivity tools as an entry point. It underscores an urgent need for heightened vigilance, zero trust policies, and real-time threat detection in the face of shadow AI and increasingly indistinguishable malicious downloads.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Ukrainian Police Spoofed: SVG Fileless Phishing Delivers Amatera Stealer in Kyiv
Impact· high
Ukrainian Police Spoofed: SVG Fileless Phishing Delivers Amatera Stealer in Kyiv

In early 2024, cybercriminals conducted a sophisticated phishing campaign targeting organizations and individuals in Kyiv, Ukraine, by spoofing the National Police of Ukraine. The attackers distributed malicious emails containing Scalable Vector Graphics (SVG) files, which enabled fileless delivery of info-stealing malware such as Amatera Stealer and the cryptocurrency miner PureMiner. By leveraging social engineering and trusted police branding, they bypassed common security defenses, leading to the theft of sensitive credentials, system compromise, and potential financial losses. The breach highlights attackers’ growing reliance on fileless techniques and deceptive lures to infiltrate victims’ environments with minimal detection. This incident underlines a shift toward advanced, stealthy phishing tactics that weaponize graphics files and trusted institutional identities. The approach signifies an escalating trend in cybercrime, where threat actors continue to innovate to evade legacy controls and exploit user trust amid ongoing geopolitical unrest.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(high)
E
Exfiltration(medium)
I
Impact(high)
Read Report
2025’s Cyber Tsunami: Cisco 0-Day, Record DDoS & Multi-Vector Threats Unleashed
Impact· medium
2025’s Cyber Tsunami: Cisco 0-Day, Record DDoS & Multi-Vector Threats Unleashed

In September 2025, the global cybersecurity landscape faced a convergence of high-profile threats, including a critical Cisco 0-day vulnerability, record-breaking distributed denial-of-service (DDoS) attacks, an emergent LockBit 5.0 ransomware variant, multiple vulnerabilities targeting baseboard management controllers (BMC), and rapid expansion of the ShadowV2 botnet. Adversaries exploited the Cisco 0-day to gain privileged access, launched multi-vector DDoS assaults disrupting online services, compromised server hardware via BMC flaws, and weaponized the new LockBit variant for data extortion and ransomware. The combination of these attacks resulted in widespread operational instability, data breaches, and heightened risk exposure across cloud and on-premises environments. These incidents underscore the rapidly evolving threat landscape, marked by increasingly sophisticated and diverse attack vectors that target infrastructure, software, hardware, and supply chains simultaneously. The convergence of ransomware, DDoS, and zero-day exploitation—often driven by organized cybercriminal groups—signals an urgent need for organizations to adopt layered, zero trust security strategies and accelerate detection and response.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
CISA Expiration: The Looming Risk to U.S. Cyber Threat Intelligence Collaboration
Impact· medium
CISA Expiration: The Looming Risk to U.S. Cyber Threat Intelligence Collaboration

In June 2024, the Cybersecurity Information Sharing Act (CISA) is poised to expire, potentially removing crucial liability protections that allow private and public entities to exchange cyber threat intelligence without fear of legal repercussions. If congressional reauthorization is not enacted, organizations may retreat from collaborative defense, risking increased exposure to sophisticated cyber threats like AI-driven attacks, ransomware, and advanced nation-state intrusions such as the recent Salt Typhoon telecommunications incidents. The expiration signals a return to pre-2015 conditions, where fear of litigation fostered information silos and hindered a unified defensive posture. This situation is particularly urgent given today’s rapidly evolving threat landscape, marked by automated attacks, cloud-scale lateral movement, and the surge of machine-driven identities. The outcome will shape both regulatory priorities and operational risk management for sectors relying on timely, actionable intelligence sharing.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Akira Ransomware: MFA-Protected SonicWall VPNs Breached in 2024
Impact· high
Akira Ransomware: MFA-Protected SonicWall VPNs Breached in 2024

In early 2024, the Akira ransomware group escalated its campaign by successfully breaching organizations through SonicWall SSL VPN appliances, even when multi-factor authentication (MFA) was enabled. Security researchers determined that Akira actors appeared to bypass one-time password (OTP) protections, potentially by leveraging previously obtained OTP seed information or exploiting weaknesses in authentication management. Following the VPN compromise, attackers moved laterally, exfiltrated data, and encrypted systems to demand substantial ransom payments. This attack vector enabled access to privileged internal resources, resulting in business disruption, data exposure, and financial losses for affected organizations. The incident underscores how ransomware operators are adapting to bypass commonly deployed defenses, specifically targeting VPN and MFA solutions. Such tactics highlight the urgent need for organizations to reassess remote access controls, authentication infrastructure, and visibility gaps, as similar techniques are increasingly observed in the wild.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(high)
Read Report

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.
anthropic
OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
Matt Snyder
Matt Snyder

Jul 31, 2026

12 min read
Read More
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
ai attack
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
Matt Snyder
Matt Snyder

Jul 21, 2026

12 min read
Read More
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
ai-insider
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
Sachin Saurabh
Sachin Saurabh

Jul 07, 2026

14 min read
Read More

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
What Could Have Stopped the 2023 MGM Breach v4
What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust
John Qian
John Qian

Jul 31, 2025

7 min read
Read More
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
Tom Davis
Tom Davis

Jun 25, 2025

7 min read
Read More

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.

Utilize the Network Layer

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.

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.

8
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.

Cta pattren Image