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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 3985 to 3996 of 5292

2025’s Multi-Vector Supply Chain Attacks: How AI and Automation Redefined Web Security
Impact· medium
2025’s Multi-Vector Supply Chain Attacks: How AI and Automation Redefined Web Security

In 2025, a coordinated wave of sophisticated attacks exploited web supply chain vulnerabilities, impacting over 180,000 websites globally. Threat actors leveraged multi-vector tactics, combining AI-driven injection methods, automated credential stuffing, and lateral movement across cloud and hybrid environments. The adversaries compromised legitimate third-party libraries and embedded malicious code into trusted web assets, bypassing traditional security controls and causing data breaches, unauthorized financial transfers, and reputation damage for thousands of organizations. Rapid east-west propagation enabled attackers to escalate privileges and exfiltrate sensitive customer data before detection. This incident signals a shift in the threat landscape, with attackers increasingly using AI and automation to exploit supply chain trust, targeting hybrid and multi-cloud infrastructures. Organizations face unprecedented pressure to modernize web security, prioritizing zero trust, real-time threat monitoring, and proactive segmentation to defend against rapidly evolving, multi-pronged attack campaigns.

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
Cloudflare Defeats Record 29.7 Tbps DDoS Attack Attributable to AISURU Botnet
Impact· high
Cloudflare Defeats Record 29.7 Tbps DDoS Attack Attributable to AISURU Botnet

In December 2025, Cloudflare successfully detected and mitigated the largest recorded distributed denial-of-service (DDoS) attack, peaking at 29.7 terabits per second. The attack was orchestrated by the AISURU botnet, leveraging up to four million infected hosts to launch a hyper-volumetric assault. The malicious traffic targeted Cloudflare’s infrastructure, testing the limits of web security and putting critical online services at risk of disruption during the 69-second onslaught. This incident illustrates the increasing scale and sophistication of botnet-driven DDoS attacks, forcing organizations to reassess their mitigation strategies. The AISURU attack underscores a troubling trend in the growth of for-hire botnets and record-breaking DDoS volumes seen in 2025. These evolving threats continue to challenge traditional perimeter defenses, making advanced detection, automated response, and robust network segmentation more critical than ever.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(low)
LM
Lateral Movement(low)
C&C
Command & Control(medium)
E
Exfiltration(high)
I
Impact(high)
Read Report
GoldFactory Trojan Infects 11,000+ Mobile Users in Southeast Asia through Fake Banking Apps
Impact· medium
GoldFactory Trojan Infects 11,000+ Mobile Users in Southeast Asia through Fake Banking Apps

Between October and December 2024, a financially motivated threat group known as GoldFactory orchestrated an extensive campaign targeting mobile users across Indonesia, Thailand, and Vietnam. By impersonating trusted government services, the attackers distributed modified Android banking apps laced with malware, resulting in over 11,000 infections. Once installed, these malicious applications harvested sensitive financial data and enabled unauthorized transactions, posing significant financial risks to individual users and undermining trust in mobile banking channels. The campaign used phishing techniques and social engineering, making detection challenging for average users. This incident illustrates the growing trend of cybercriminals leveraging mobile channels and government impersonation to amplify reach and lower the barrier for monetization in emerging markets. It also highlights the urgent need for stronger mobile security controls, user education, and regulatory vigilance to mitigate evolving threats targeting digital financial services.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(low)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
How the yETH DeFi Platform Lost $9 Million in a Flash Loan Exploit (2025)
Impact· high
How the yETH DeFi Platform Lost $9 Million in a Flash Loan Exploit (2025)

In December 2025, an unknown threat actor successfully exploited a critical vulnerability in the yETH DeFi platform's smart contract infrastructure, using advanced flash loan manipulation tactics to drain approximately $9 million in funds. The attack was executed within minutes, bypassing protocol controls and effectively emptying several liquidity pools. Investigators reveal that the breach exploited flawed logic in the contract that allowed multiple reentrancies and circumvented rate checks, leading to rapid unauthorized fund transfers. Remediation steps included pausing affected smart contracts and collaborating with exchanges to freeze stolen assets. This incident highlights the rapidly evolving threat landscape targeting decentralized finance (DeFi) ecosystems, where complex protocols and smart contract bugs can be weaponized for mass financial theft. Continued increases in such exploits have intensified regulatory and investor scrutiny while prompting the DeFi sector to emphasize real-time security visibility, automated incident response, and proactive contract auditing.

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
Silver Fox Mimics Russian Tactics: Fake Teams Installer Pushes ValleyRAT in 2025 China Cyber Attack
Impact· low
Silver Fox Mimics Russian Tactics: Fake Teams Installer Pushes ValleyRAT in 2025 China Cyber Attack

In December 2025, the threat actor known as Silver Fox executed a targeted cyber campaign in China, distributing the ValleyRAT remote access trojan through a fake Microsoft Teams installer. By leveraging SEO-poisoned websites, attackers lured victims searching for legitimate collaboration apps into downloading malicious files disguised as authentic installers. Once executed, the malware provided the attackers with covert access and enabled data theft, surveillance, and potential lateral movement within targeted organizations. The campaign mimicked Russian threat actor behaviors as a false flag, complicating attribution and response. This incident highlights the increasing sophistication and frequency of social engineering attacks using trusted business tools as lures. The rise of targeted SEO poisoning, deceptive software installers, and identity obfuscation poses heightened risks for organizations handling sensitive data or operating in sensitive regions.

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(low)
Read Report
Intellexa 2024: Spyware Supply Chains Now Targeting Executives Worldwide
Impact· medium
Intellexa 2024: Spyware Supply Chains Now Targeting Executives Worldwide

In 2024, investigators identified a sprawling global network linked to Intellexa, a major commercial spyware developer behind the Predator malware platform. Entities across multiple countries—including the Czech Republic, Kazakhstan, and the Philippines—were found facilitating the shipment and deployment of Intellexa’s surveillance products to government and private sector customers. Notably, targeting expanded beyond civil society to include executives and high-value private sector individuals, with infection vectors leveraging ad-based mechanisms such as the 'Aladdin' platform. This growing balkanized ecosystem enables strategic intelligence gathering, while obfuscating operator and client identities. This incident reflects intensifying arms-race dynamics in the mercenary spyware market, characterized by increased secrecy, proliferation to jurisdictions with weak oversight, and exposure of private sector leaders. The expanding reach and impact have raised urgent concerns over regulatory gaps, legal liability, and escalating risks to both individual privacy and organizational resilience.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(low)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Sunbird DCIM Vulnerabilities Expose Critical Infrastructure: 2025 Authentication Bypass & Credential Risks
Impact· medium
Sunbird DCIM Vulnerabilities Expose Critical Infrastructure: 2025 Authentication Bypass & Credential Risks

In December 2025, security vulnerabilities were disclosed in Sunbird DCIM's dcTrack and Power IQ products, affecting all versions up to v9.2.0. Two significant flaws—an Authentication Bypass Using an Alternate Path or Channel (CVE-2025-66238) and the Use of Hard-coded Credentials (CVE-2025-66237)—could allow attackers to gain unauthorized access or escalate privileges within critical infrastructure environments. Threat actors abusing these vulnerabilities could redirect network traffic, access restricted services, or take control of host machines, exposing organizations to severe operational and reputational risks. This incident highlights the ongoing challenges organizations face in securing infrastructure management tools. Authentication and credential weaknesses remain a leading vector for cyberattacks amid increasing regulatory oversight and the proliferation of critical systems connected globally. Prompt patching and improved credential handling are now essential across industries facing similar risks.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(high)
LM
Lateral Movement(medium)
C&C
Command & Control(medium)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
CISA 2025 Advisories Expose Widespread ICS Vulnerabilities in Critical Infrastructure
Impact· low
CISA 2025 Advisories Expose Widespread ICS Vulnerabilities in Critical Infrastructure

On December 4, 2025, the Cybersecurity and Infrastructure Security Agency (CISA) issued nine Industrial Control Systems (ICS) advisories after identifying multiple vulnerabilities across key ICS products from major vendors such as Mitsubishi Electric, Johnson Controls, Sunbird, SolisCloud, Advantech, and others. While no active exploitation was confirmed at the time of disclosure, these vulnerabilities—ranging from insufficient access controls and weak encryption to improper input validation—expose critical industrial environments to potential risks including remote code execution, credential compromise, and unauthorized access. The advisories underscore the wide attack surface present in operational technology (OT) and outline mitigation steps for affected organizations. The coordinated disclosure highlights the urgent need for ICS operators to address cybersecurity weaknesses as attackers increasingly target industrial networks. With OT/IT convergence, a sharp rise in ransomware, and persistent geopolitical tensions, these advisories reinforce the imperative for proactive patch management, microsegmentation, encrypted traffic, and continuous OT monitoring to prevent disruptive and costly breaches.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(medium)
LM
Lateral Movement(medium)
C&C
Command & Control(low)
E
Exfiltration(low)
I
Impact(low)
Read Report
Johnson Controls iSTAR Certificate Expiry Flaw: 2025 ICS Vulnerability Explained
Impact· high
Johnson Controls iSTAR Certificate Expiry Flaw: 2025 ICS Vulnerability Explained

In December 2025, Johnson Controls disclosed a critical vulnerability (CVE-2025-61736) affecting its iSTAR series access control panels. The flaw, classified as improper validation of certificate expiration, could cause affected devices to lose communication with their C•CURE Server once the default certificate expires. This disruption, impacting multiple critical infrastructure sectors worldwide, stems from older panel versions utilizing TLS versions prior to 1.2, thereby exposing systems to operational risk and service interruptions. While no public exploitation has been reported, timely mitigation is necessary to prevent outages. This incident highlights the ongoing importance of robust certificate management and timely upgrades in the face of tightening compliance demands and evolving threat landscapes. With operational technology environments increasingly targeted, companies must address outdated encryption protocols to maintain business continuity and regulatory alignment.

7 months ago

Kill Chain

IC
Initial Compromise(medium)
PE
Privilege Escalation(low)
LM
Lateral Movement(medium)
C&C
Command & Control(low)
E
Exfiltration(low)
I
Impact(high)
Read Report
Advantech iView 2025 SQL Injection Flaw: Immediate Risks for OT Environments
Impact· medium
Advantech iView 2025 SQL Injection Flaw: Immediate Risks for OT Environments

In December 2025, Advantech disclosed a critical SQL injection vulnerability (CVE-2025-13373) affecting its iView network management product (version 5.7.05.7057 and earlier). Security researchers found that attackers could send specially-crafted SNMP v1 trap requests that were not properly sanitized, enabling remote exploitation without authentication. If exploited, the flaw could allow threat actors to access, modify, or delete sensitive information, posing significant operational and business risks to industrial control systems globally. Although no known public exploitation has been reported, the vulnerability exposes organizations across critical manufacturing and information technology sectors to serious threats. This incident underscores the persistent risk of unpatched input validation flaws in widely-deployed operational technology (OT) products. The increasing convergence of IT and OT systems—as well as the expanding attack surfaces in critical infrastructure—make immediate patching, network isolation, and robust segmentation essential in mitigating future high-impact vulnerabilities.

7 months ago

Kill Chain

IC
Initial Compromise(high)
PE
Privilege Escalation(medium)
LM
Lateral Movement(low)
C&C
Command & Control(low)
E
Exfiltration(medium)
I
Impact(medium)
Read Report
Authorization Bypass in SolisCloud API Exposes Global Energy Data
Impact· medium
Authorization Bypass in SolisCloud API Exposes Global Energy Data

In December 2025, the SolisCloud Monitoring Platform, widely used across the global energy sector, was found to have a critical API vulnerability that allowed authorization bypass via a user-controlled key. This flaw, tracked as CVE-2025-13932, permitted any authenticated user to manipulate API requests and access detailed plant data belonging to other customers by altering the plant_id parameter. The vulnerability, present in both API v1 and v2, exposed sensitive operational information and highlighted a significant risk of data leakage in cloud-hosted critical infrastructure platforms. No mitigation had been released by SolisCloud at the time of public disclosure. This incident underscores the heightened threat of insecure APIs in industrial control systems, coinciding with a broader increase in supply chain risks and attacks targeting energy infrastructure. Regulatory bodies are likely to intensify scrutiny, given the global deployment and criticality of such platforms in the energy sector.

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(medium)
Read Report
Arizona AG Files 2024 Suit Against Temu Over User Data Harvesting
Impact· medium
Arizona AG Files 2024 Suit Against Temu Over User Data Harvesting

In May 2024, the Arizona Attorney General filed a lawsuit against Temu, a Chinese online retailer, over allegations that its mobile app covertly accesses and collects sensitive user data from U.S. consumers without their consent. According to the suit, Temu’s app harvested extensive information—including location data, contacts, and device details—beyond what was necessary for shopping functionality by exploiting excessive permissions and transmitting this data to servers in China. The unauthorized data harvesting raised concerns about deceptive business practices, potential privacy violations, and the exposure of personal information to foreign entities with unclear data handling standards. This incident is particularly important as governments and regulators escalate actions against technology firms accused of aggressive or opaque data-collection practices. With privacy regulations and user scrutiny on the rise, the Temu case highlights the urgent need for robust compliance and modern security controls to guard against stealthy apps harvesting sensitive information at scale.

7 months ago

Kill Chain

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

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