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 3793 to 3804 of 6928 threat reports

Computer Software/Engineering6 months ago

Vercel's 2026 Security Breach: Lessons in Third-Party Integration Risks

In April 2026, Vercel, a cloud development platform, experienced a security breach originating from a compromised third-party AI tool, Context.ai. An attacker exploited OAuth tokens to access a Vercel employee's Google Workspace account, leading to unauthorized access to certain internal systems and exposure of non-sensitive customer environment variables. Vercel promptly notified affected customers and recommended immediate credential rotation. The company engaged incident response experts and law enforcement to investigate and remediate the incident. ([vercel.com](https://vercel.com/kb/bulletin/vercel-april-2026-security-incident?utm_source=openai)) This incident underscores the growing threat of supply chain attacks targeting interconnected cloud services and the critical importance of securing third-party integrations. Organizations are urged to review their OAuth permissions and implement robust access controls to mitigate similar risks.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Computer Software/Engineering6 months ago

Anthropic's Mythos AI Model: A Game-Changer in Vulnerability Discovery

In April 2026, Anthropic unveiled its advanced AI model, Claude Mythos, capable of autonomously identifying and exploiting thousands of zero-day vulnerabilities across major operating systems and web browsers. This unprecedented capability has raised significant concerns within the cybersecurity community, as the model's potential misuse could lead to widespread security breaches. To mitigate these risks, Anthropic has restricted access to Mythos, collaborating with select organizations under 'Project Glasswing' to responsibly address and patch the identified vulnerabilities. ([tomshardware.com](https://www.tomshardware.com/tech-industry/artificial-intelligence/anthropics-latest-ai-model-identifies-thousands-of-zero-day-vulnerabilities-in-every-major-operating-system-and-every-major-web-browser-claude-mythos-preview-sparks-race-to-fix-critical-bugs-some-unpatched-for-decades?utm_source=openai)) The emergence of AI models like Mythos signifies a paradigm shift in vulnerability discovery, compressing the time between identification and potential exploitation. This development underscores the urgent need for organizations to reassess their cybersecurity strategies, emphasizing proactive defense mechanisms and rapid response capabilities to address the accelerating pace of AI-driven threats. ([infotech.com](https://www.infotech.com/research/reassess-cybersecurity-exposure-in-the-age-of-ai-driven-vulnerability-discovery?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering6 months ago

Critical Vulnerability in Google Antigravity IDE Exposes Remote Code Execution Risk

In January 2026, researchers at Pillar Security identified a critical vulnerability in Google's Antigravity IDE, an AI-powered development environment. The flaw allowed attackers to exploit a prompt injection vulnerability in the 'find_by_name' tool, enabling remote code execution (RCE) by bypassing Antigravity's Secure Mode protections. This vulnerability was reported to Google on January 6, 2026, and a patch was released on February 28, 2026. The incident underscores the risks associated with AI-driven development tools and the necessity for rigorous security measures in their design and implementation. The discovery of this vulnerability highlights the growing trend of attackers targeting AI-powered tools through prompt injection techniques. As AI integration in development environments becomes more prevalent, ensuring the security of these systems is paramount to prevent potential exploitation and maintain trust in AI-driven solutions.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(low)

C&CCommand & Control(low)

EExfiltration(low)

IImpact(low)

Read report

Information Technology/IT6 months ago

Microsoft Releases Emergency Updates to Resolve Windows Server April 2026 Issues

In April 2026, Microsoft released security updates for Windows Server systems, including KB5082063 for Windows Server 2025. Post-installation, administrators reported installation failures and domain controllers entering restart loops due to Local Security Authority Subsystem Service (LSASS) crashes. These issues disrupted authentication and directory services, potentially rendering domains unavailable. Microsoft responded by releasing out-of-band updates to address these problems across affected Windows Server versions. This incident underscores the critical importance of thorough testing and prompt remediation in software updates. Organizations must remain vigilant, ensuring that security patches do not inadvertently disrupt essential services, and be prepared to implement emergency updates when necessary.

Medium impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(high)

Read report

Financial Services6 months ago

Scattered Spider Leader Pleads Guilty to Multi-Million Dollar Crypto Theft

In April 2026, Tyler Robert Buchanan, a British national and alleged leader of the Scattered Spider cybercrime group, pleaded guilty in the United States to charges of wire fraud and aggravated identity theft. Between September 2021 and April 2023, Buchanan and his co-conspirators executed SMS phishing attacks targeting employees of various companies across industries such as entertainment, telecommunications, and technology. By impersonating legitimate entities, they obtained confidential information, enabling them to hijack email accounts through SIM swapping and steal over $8 million in cryptocurrency. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/british-scattered-spider-hacker-pleads-guilty-to-crypto-theft-charges/?utm_source=openai)) This case underscores the persistent threat posed by sophisticated social engineering tactics employed by cybercriminal groups like Scattered Spider. Organizations must remain vigilant against such methods, as the group's activities have led to significant financial losses and operational disruptions across multiple sectors. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/fbi-shares-tactics-of-notorious-scattered-spider-hacker-collective/?utm_source=openai))

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Information Technology/IT6 months ago

Surge in Microsoft Teams Helpdesk Impersonation Attacks in 2026

In April 2026, Microsoft reported a surge in cyberattacks where threat actors impersonated IT helpdesk personnel via Microsoft Teams. These attackers initiated cross-tenant chats, convincing employees to grant remote access under the guise of resolving account issues or performing security updates. Utilizing legitimate tools like Quick Assist and Rclone, they conducted reconnaissance, moved laterally across networks, and exfiltrated sensitive data to external cloud storage, effectively blending malicious activities with routine IT operations. This incident underscores a significant shift in cyberattack strategies, highlighting the exploitation of trusted collaboration platforms for social engineering. The increasing sophistication of such attacks necessitates heightened vigilance and robust security measures to protect against unauthorized access and data breaches.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(high)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(medium)

Read report

Retail Industry6 months ago

Seiko USA Website Defaced: Hackers Claim Customer Data Theft

In April 2026, Seiko USA's website was defaced by attackers who claimed to have breached the company's Shopify backend, exfiltrating sensitive customer data including names, email addresses, phone numbers, order histories, and shipping information. The attackers demanded a ransom, threatening to publicly release the stolen data if their demands were not met. Seiko USA has not publicly confirmed the breach, and the defaced content has since been removed from the website. This incident underscores the growing trend of cybercriminals targeting e-commerce platforms to access customer data, highlighting the critical need for robust security measures and prompt incident response strategies to protect sensitive information and maintain customer trust.

High impact

Kill Chain

ICInitial Compromise(medium)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(low)

EExfiltration(medium)

IImpact(high)

Read report

Oil/Energy/Solar/Greentech6 months ago

Gentlemen Ransomware's Strategic Use of SystemBC Botnet in April 2026

In April 2026, the Gentlemen ransomware-as-a-service (RaaS) operation was found to be utilizing the SystemBC proxy malware to enhance its attack capabilities. This collaboration led to the creation of a botnet comprising over 1,570 compromised hosts, primarily targeting corporate environments. The attackers gained initial access, escalated privileges to Domain Admin, and deployed Cobalt Strike payloads for lateral movement. They then used SystemBC to establish covert command-and-control channels, facilitating the deployment of ransomware payloads across the network. This sophisticated attack chain resulted in significant operational disruptions and data encryption for the affected organizations. The integration of SystemBC into ransomware operations signifies a concerning evolution in cybercriminal tactics, emphasizing the need for organizations to bolster their defenses against such multifaceted threats. The incident underscores the importance of comprehensive security measures, including network segmentation, regular patching, and advanced threat detection systems, to mitigate the risks posed by increasingly sophisticated ransomware campaigns.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Financial Services6 months ago

FakeWallet Campaign: Crypto-Stealing Apps Infiltrate China's Apple App Store

In April 2026, a campaign named 'FakeWallet' was discovered, involving 26 malicious applications on China's Apple App Store that impersonated popular cryptocurrency wallets like Metamask, Coinbase, Trust Wallet, and OneKey. These apps were designed to steal users' recovery or seed phrases, enabling attackers to drain cryptocurrency assets. The threat actors employed typosquatting and fake branding to deceive users into downloading these apps, which were disguised as games or calculator applications to circumvent regional restrictions. Upon installation, the apps redirected users to phishing sites that mimicked legitimate crypto services, prompting them to download trojanized wallet apps via iOS provisioning profiles. These malicious apps intercepted mnemonic phrases during wallet setup or recovery processes, encrypted them, and transmitted the data to the attackers, facilitating unauthorized access to victims' cryptocurrency funds. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/chinas-apple-app-store-infiltrated-by-crypto-stealing-wallet-apps/?utm_source=openai)) This incident underscores a growing trend of sophisticated cyber threats targeting cryptocurrency users through official app stores, highlighting the need for enhanced vigilance and security measures. The use of legitimate enterprise features like iOS provisioning profiles for malicious purposes indicates an evolution in attack vectors, emphasizing the importance of continuous monitoring and user education to mitigate such risks.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(low)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Financial Services6 months ago

KelpDAO's $290 Million DeFi Breach: A Wake-Up Call for Cross-Chain Security

In April 2026, KelpDAO, a decentralized finance (DeFi) platform, suffered a significant security breach resulting in the theft of approximately $290 million worth of rsETH tokens. The attackers exploited vulnerabilities in KelpDAO's cross-chain bridge, specifically targeting the verification layer by compromising remote procedure call (RPC) nodes. This manipulation allowed them to forge cross-chain messages and illicitly transfer funds. Preliminary investigations attribute the attack to North Korea's state-sponsored Lazarus Group, known for sophisticated cyber operations targeting financial institutions. This incident underscores the critical importance of robust security configurations in DeFi platforms, particularly concerning cross-chain interoperability. The reliance on a single-verifier setup without redundancy exposed KelpDAO to this exploit. As DeFi continues to evolve, ensuring multi-layered security measures and adhering to best practices in system architecture are imperative to mitigate such risks.

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(high)

IImpact(high)

Read report

Financial Services6 months ago

FakeWallet Crypto Stealer: A New Threat in the Apple App Store

In March 2026, over twenty phishing apps masquerading as popular cryptocurrency wallets were discovered on the Apple App Store. These malicious applications redirected users to browser pages resembling the App Store, distributing trojanized versions of legitimate wallets designed to steal recovery phrases and private keys. Metadata indicates this campaign has been active since at least late 2025. ([securelist.com](https://securelist.com/fakewallet-cryptostealer-ios-app-store/119482/?utm_source=openai)) This incident underscores the evolving tactics of cybercriminals targeting cryptocurrency users, highlighting the need for enhanced vigilance and security measures within app marketplaces to prevent such deceptive practices.

High impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(high)

LMLateral Movement(high)

C&CCommand & Control(high)

EExfiltration(high)

IImpact(high)

Read report

Computer Software/Engineering6 months ago

Critical RCE Vulnerability in SGLang via Malicious GGUF Model Files

In April 2026, a critical vulnerability (CVE-2026-5760) was identified in SGLang, an open-source framework for serving large language models. The flaw resides in the reranking endpoint (/v1/rerank), where unsandboxed Jinja2 template rendering allows remote code execution (RCE) when processing malicious GPT-Generated Unified Format (GGUF) model files. Exploitation enables attackers to execute arbitrary code on the server, potentially leading to data exfiltration, system manipulation, or denial-of-service attacks. ([kb.cert.org](https://kb.cert.org/vuls/id/915947?utm_source=openai)) This incident underscores the importance of secure template rendering practices in AI model serving frameworks. Organizations utilizing SGLang should promptly update to a patched version and implement recommended mitigations to prevent exploitation. ([thehackernews.com](https://thehackernews.com/2026/04/sglang-cve-2026-5760-cvss-98-enables.html?utm_source=openai))

Critical impact

Kill Chain

ICInitial Compromise(high)

PEPrivilege Escalation(medium)

LMLateral Movement(medium)

C&CCommand & Control(medium)

EExfiltration(medium)

IImpact(low)

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

Vercel's 2026 Security Breach: Lessons in Third-Party Integration Risks

Anthropic's Mythos AI Model: A Game-Changer in Vulnerability Discovery

Critical Vulnerability in Google Antigravity IDE Exposes Remote Code Execution Risk

Microsoft Releases Emergency Updates to Resolve Windows Server April 2026 Issues

Scattered Spider Leader Pleads Guilty to Multi-Million Dollar Crypto Theft

Surge in Microsoft Teams Helpdesk Impersonation Attacks in 2026

Seiko USA Website Defaced: Hackers Claim Customer Data Theft

Gentlemen Ransomware's Strategic Use of SystemBC Botnet in April 2026

FakeWallet Campaign: Crypto-Stealing Apps Infiltrate China's Apple App Store

KelpDAO's $290 Million DeFi Breach: A Wake-Up Call for Cross-Chain Security

FakeWallet Crypto Stealer: A New Threat in the Apple App Store

Critical RCE Vulnerability in SGLang via Malicious GGUF Model Files

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

Vercel's 2026 Security Breach: Lessons in Third-Party Integration Risks

Anthropic's Mythos AI Model: A Game-Changer in Vulnerability Discovery

Critical Vulnerability in Google Antigravity IDE Exposes Remote Code Execution Risk

Microsoft Releases Emergency Updates to Resolve Windows Server April 2026 Issues

Scattered Spider Leader Pleads Guilty to Multi-Million Dollar Crypto Theft

Surge in Microsoft Teams Helpdesk Impersonation Attacks in 2026

Seiko USA Website Defaced: Hackers Claim Customer Data Theft

Gentlemen Ransomware's Strategic Use of SystemBC Botnet in April 2026

FakeWallet Campaign: Crypto-Stealing Apps Infiltrate China's Apple App Store

KelpDAO's $290 Million DeFi Breach: A Wake-Up Call for Cross-Chain Security

FakeWallet Crypto Stealer: A New Threat in the Apple App Store

Critical RCE Vulnerability in SGLang via Malicious GGUF Model Files

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?