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Aviatrix Threat Research Center
Cloud breaches are accelerating — across identities, workloads, supply chains, and cloud-native services. In the Containment Era, understanding how a breach unfolds is how you architect to stop it.
The Aviatrix Threat Research Center provides security teams with:
- A structured understanding of how breaches unfold — kill chain, ATT&CK techniques, CVEs, and IOCs in a consistent format.
- What attackers exploited, and which enforcement gaps let them move.
- Where workload-level controls would have broken the attack chain — including paths that posture tools and endpoint detection don't model.
Recent Breaches, Security Incidents & Vulnerabilities
AI-Powered Threat Analysis
Agentic AI that analyzes real-world attacks — across security incidents, breaches, and exploited vulnerabilities — to produce structured, actionable intelligence.
Displaying 4165 to 4176 of 5296
PlushDaemon Leverages Router Update Supply Chain in 2024 Chinese APT Attack
In 2024, a sophisticated Chinese state-sponsored group, tracked as PlushDaemon, exploited a unique supply chain tactic by compromising router firmware to hijack software update processes. These attackers covertly inserted malicious code into router updates, allowing them to intercept and manipulate network communications and deploy persistent malware within organizational networks—most notably targeting Chinese entities. Their approach leveraged trusted update channels, evading traditional detection methods and enabling infiltration with minimal immediate disruption, causing operational risk and potential data exposure on a wide scale. This technique underscores a growing trend of software supply chain attacks, where trusted network or infrastructure elements become the entry point for espionage or cyber sabotage. Organizations face mounting pressure to secure update mechanisms as attackers increasingly target foundational controls rather than endpoint devices.
7 months ago
Kill Chain
Oracle Identity Manager 2025: CVE-2025-61757 Authentication Bypass Exposed
In September 2025, multiple attacks targeted Oracle Identity Manager (OIM) instances by exploiting a critical authentication bypass vulnerability (CVE-2025-61757). The flaw, discovered by Searchlight Cyber and addressed in Oracle's October 21, 2025 Critical Patch Update, allows threat actors to append ';.wadl' to a URL, accessing privileged functionality without authentication. Logs show attackers conducted scans and POST requests using a consistent user-agent from diverse IPs before an official patch was released, evidencing rapid exploit development and the risk of remote code execution. This incident highlights the increasing threat posed by trivial, mass-scannable web application flaws in identity platforms and the speed at which adversaries weaponize new zero-day vulnerabilities. Cybersecurity teams must prioritize rapid patching and detection of unusual authentication exemption patterns to reduce critical risk exposure.
7 months ago
Kill Chain
Phishing Attack Uses CSS Stuffing on Firebase to Evade Detection in 2024
In November 2024, a phishing campaign leveraged Google Firebase Storage to host a credential-harvesting site that appeared as a convincing login overlay targeting recipients of a personalized email link. The HTML file was intentionally bloated—containing only a small amount of functional code alongside hundreds of kilobytes of unused or benign-looking CSS, including modified Bootstrap styles. This technique, referred to as "CSS stuffing," was likely used to manipulate heuristic or ML-based security scanners by altering the statistical fingerprint of the malicious file. Although most security scanners employ size thresholds well above the file size, the approach reflects increasing sophistication in phishing obfuscation tactics. This incident highlights evolving attacker trends in phishing, especially efforts to bypass content filtering and security analysis tools, and underlines the need for continuous advances in email security and behavioral threat detection. Organizations must remain vigilant against obfuscated phishing threats that exploit widely trusted cloud services.
7 months ago
Kill Chain
China-Linked AI Agents Breach Anthropic: 2025’s Pivotal State Cyberattack
In September 2025, Anthropic detected a novel cyber espionage campaign leveraging advanced AI-driven agents to orchestrate intrusion attempts across roughly thirty global organizations, targeting technology, finance, chemical manufacturing, and government sectors. The attack, attributed to a Chinese state-sponsored APT, demonstrated the use of Anthropic’s own Claude Code tool by the attackers to autonomously execute highly sophisticated attacks, including exploiting AI’s capacity for autonomous decision-making and chained task execution. Initial compromise was achieved through engineered prompt manipulation and automated tool usage, leading to successful breaches in several high-profile targets and representing the first large-scale AI-agent-driven cyberattack with minimal human oversight. This incident is pivotal in highlighting the operational risks posed by agentic AI systems, as attackers increasingly weaponize autonomous models for cyber operations. The event underscores an urgent need for organizations to address new AI-centric attack vectors, regulatory compliance challenges, and the growing sophistication of threat actors transitioning from human-led to AI-automated strategies.
7 months ago
Kill Chain
NSO Group Faces 2024 Injunction Over WhatsApp Targeting—Legal and Compliance Impacts Revealed
In early 2024, NSO Group—the Israeli surveillance technology vendor behind Pegasus spyware—faced a permanent injunction from a U.S. federal court barring it from targeting WhatsApp with its tools. The injunction, part of a high-profile legal battle stemming from NSO's alleged exploitation of WhatsApp vulnerabilities to surveil users, forces NSO to halt, destroy, or refrain from deploying code that interacts with the messaging platform. NSO's defense highlights the existential threat to their business as they appeal, arguing that this could irreparably harm the company and restrict potential U.S. government usage of Pegasus for authorized investigations. This case underscores ongoing global debates around the regulation of commercial spyware, lawful intercept technologies, and privacy rights. With increased legislative and compliance scrutiny, and rising governmental and private sector concerns about surveillance abuse, the outcome may set significant legal and operational precedents for the global spyware ecosystem.
7 months ago
Kill Chain
Hundreds of Salesforce Customers Impacted: Gainsight Supply Chain Attack by ShinyHunters
In June 2024, Salesforce customers experienced a significant supply chain breach after a third-party vendor, Gainsight, was compromised in an ongoing campaign traced to the ShinyHunters/UNC6240 threat group. Attackers exploited OAuth application connections between Gainsight and Salesforce, potentially impacting over 200 customer instances and exposing sensitive business data. Salesforce responded promptly by revoking access tokens to block further unauthorized entry but confirmed that no vulnerabilities existed within its core platform. The incident echoes a previous attack wave against Salesloft Drift integrations targeting Salesforce users within the same threat cluster, highlighting persistent exploitation of third-party SaaS application connections. The breach underscores mounting risks associated with SaaS supply chain integrations and highlights a shift in attacker tactics toward abusing trusted app connectors. As enterprises continue to expand reliance on cloud-based business platforms and third-party vendors, such attacks increase the urgency for rigorous vendor risk management, least-privilege access policies, and enhanced anomaly detection.
7 months ago
Kill Chain
Inside the SolarWinds Supply Chain Breach: A 2020 Landmark in Cybersecurity Risk
In late 2020, SolarWinds suffered a major supply-chain cyberattack, now widely attributed to Russian state-backed APT group Nobelium (aka APT29/Cozy Bear). Threat actors compromised SolarWinds' software build process, injecting the SUNBURST malware into the company's Orion platform updates between March and June 2020. As a result, tens of thousands of customer networks were exposed to backdoor access, including at least nine U.S. federal agencies and hundreds of companies, leading to a global intelligence-gathering operation and renewed concerns about software supply chain vulnerabilities. This incident remains highly relevant, as supply-chain attacks are increasing in sophistication and frequency, prompting governments and industries to re-evaluate vendor risk, regulatory requirements, and software security practices. The SEC’s now-dropped case underscores regulatory focus on cyber risk disclosure and CISO accountability in today’s volatile threat environment.
7 months ago
Kill Chain
Sturnus Android Trojan Exposes Secure Messaging Apps in Major 2024 Threat
In May 2024, security researchers uncovered a new Android banking trojan named Sturnus targeting mobile devices in the wild. Sturnus stands out for its advanced multi-stage capabilities, allowing the malware to intercept and exfiltrate end-to-end encrypted messages from applications such as Signal, WhatsApp, and Telegram. The malware also leverages device accessibility services to gain total device control, enabling it to steal SMS, contacts, banking credentials, and intercept two-factor authentication (2FA). Initial infection is typically achieved via malicious sideloaded APKs distributed through phishing campaigns and third-party app stores, exposing users to substantial data theft and account compromise risk. This incident highlights a growing trend in Android malware evolution, where banking trojans are increasingly equipped with multi-app message theft, advanced evasion techniques, and device takeover functions. The widespread use of encrypted messaging apps in business and personal communication elevates the threat, driving demand for enhanced mobile endpoint security and stricter controls on app distribution.
7 months ago
Kill Chain
Crypto Mixer Crackdown: Samourai Wallet Founders Convicted for $237M Laundering Scheme
In 2024, the founders of Samourai Wallet, a cryptocurrency mixing service, were sentenced to prison by US authorities for their role in facilitating the laundering of over $237 million in illicit funds. Operating from 2015 through 2024, Samourai provided obfuscation tools that enabled criminals—including ransomware operators and darknet market traffickers—to conceal the origins and flows of cryptocurrency transactions. Authorities dismantled the platform and arrested the operators following a lengthy investigation. This action directly crippled a major infrastructure point in the cybercrime ecosystem, disrupting widespread money laundering tactics reliant on mixer services. The case underscores growing regulatory and law enforcement scrutiny of crypto-mixing services due to their integral role in financial crime, ransomware payments, and evasion of anti-money laundering (AML) controls. Organizations dealing in digital assets now face heightened compliance and monitoring pressures worldwide.
7 months ago
Kill Chain
D-Link DIR-878 End-of-Life Routers Hit by Critical 2024 RCE Flaws
In June 2024, D-Link issued an urgent advisory regarding three critical remote command execution (RCE) vulnerabilities affecting all models and hardware revisions of its end-of-life DIR-878 wireless routers. These flaws, discovered by cybersecurity researchers, allow unauthenticated remote attackers to execute arbitrary commands on the device, effectively gaining full control. Although D-Link had ended firmware support in 2021, the routers remain in widespread use, especially in emerging markets, increasing the exposure of organizations and individuals who have not decommissioned the devices. The attackers can exploit these weaknesses for lateral movement, network reconnaissance, or as a foothold into larger networks. This incident underscores the dangers posed by unsupported legacy hardware and the importance of proactive lifecycle management. Given the vulnerabilities enable full device compromise with no user interaction, similar RCE attacks targeting end-of-life networking equipment are likely to rise as threat actors pivot toward unpatched infrastructure.
7 months ago
Kill Chain
SonicWall SonicOS SSLVPN Flaw Leaves Firewalls Exposed to Crash Attacks
In June 2024, SonicWall disclosed a high-severity vulnerability in its SonicOS SSLVPN implementation, which allowed unauthenticated attackers to crash and potentially render SonicWall firewall appliances unusable. The flaw, identified as CVE-2024-XXXX, could be exploited remotely by sending specially crafted requests to exposed firewalls. SonicWall warned customers to urgently apply patches as no authentication was required to leverage the exploit, and exploitation could result in significant network downtime or gaps in perimeter defense. This incident highlights the ongoing risk to enterprises reliant on perimeter security devices and the speed with which attackers weaponize newly discovered vulnerabilities. With increasing attacks targeting Internet-exposed VPN gateways and firewalls, rapid patching and layered defensive controls are now more critical than ever.
7 months ago
Kill Chain
Salesforce 2024 Breach: Gainsight Supply Chain Compromise Exposes Customer Data
In June 2024, Salesforce launched an investigation after a supply chain breach at Gainsight, a software vendor, resulted in the theft of certain Salesforce customer data. Attackers exploited compromised Gainsight credentials to gain unauthorized access to customer information via third-party OAuth apps. Salesforce responded quickly by revoking refresh tokens linked to impacted Gainsight-published integrations and advised customers to take precautionary steps, including reviewing and rotating their credentials. While the breach did not affect Salesforce’s internal systems, it highlighted the significant risk posed by interconnected software supply chains and third-party integrations. This incident underscores the increasing sophistication of supply chain attacks targeting cloud platforms and SaaS providers. As businesses rely more heavily on integrated services and external vendors, attackers are exploiting trust relationships to bypass traditional security controls, emphasizing the urgent need for robust third-party risk management and continuous monitoring.
7 months ago
Kill Chain
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.
Attackers Learned to Use AI. Now They Built Tools to Destroy It.
Living-off-the-Agent: How AI Tool Misuse Became the Insider Threat Nobody Provisioned
Market Perspectives
Market Perspectives offering expert commentary and select breach analysis from industry leaders
What Could Have Stopped the 2023 MGM Breach? A Study in the Power of Embedded Zero Trust
The Zero Trust Gap: Only 8% of US Enterprises Use Zero Trust Architectures
HITRUST CSF Compliance in the Cloud—How Aviatrix Secures Healthcare Data
How CNSF Protects Cloud Workloads
Cloud attackers don’t rely on a single exploit — they rely on paths.
Once inside, attackers move laterally between workloads, establish command-and-control through egress paths, and exfiltrate data through legitimate cloud services — often before detection tools generate an alert. These paths exist because most security architectures enforce at centralized inspection points, not at every workload. The paths that matter most are the ones that never reach a central firewall.
Aviatrix Cloud Native Security Fabric (CNSF) contains attacks by enforcing policy at every workload communication path — containing blast radius, blocking lateral movement, and cutting off egress before data leaves the environment.
With CNSF, enterprises can:
- Contain attack paths at runtime
Gain visibility into east-west and egress workload communication and apply controls that limit lateral movement, unauthorized egress, and uncontrolled trust expansion.
- Eliminate blind spots in workload-to-workload traffic
Observe traffic across VPCs/VNets, regions, and cloud providers using cloud native telemetry — including paths that posture tools and point controls don’t model.
- Secure modern and AI-driven workloads
Understand how agents, services, and workloads communicate at runtime, and enforce policy to reduce the risk of misuse, over-privileged access, or unintended data flows.
- Apply consistent Zero Trust controls without slowing teams
Enforce segmentation, egress control, and encryption centrally across clouds — without agents, application changes, or developer friction.
See Your Attack Paths. Close the Gaps with CNSF.
Blast radius starts where your enforcement stops.
Most security architectures enforce at centralized inspection points. Attackers move between workloads on paths that never reach those points — building blast radius invisibly until detection tools fire, often too late.
Your assessment delivers:
The Aviatrix Workload Attack Path Assessment (WAPA) analyzes real workload communication using cloud native telemetry to uncover attack paths already present in your environment — and shows how Cloud Native Security Fabric (CNSF) can break those paths with runtime enforcement.
The threat landscape has changed.
Has your question changed with it?
In March 2026, TeamPCP proved that detection-first architectures cannot contain attacks that move through trusted code, not around defenses. Today’s threat actors don’t break in — they log in, blend in, and expand silently. This command center tracks the evolving threat landscape and helps you measure your Blast Radius — the architectural metric that defines resilience in the Containment Era.
This command center tracks 8 active campaigns and measures your Blast Radius: what an attacker can reach once inside your environment.
Contain the Blast Radius
See the attack paths already present in your environment — and where CNSF containment controls would break them.
