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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 4645 to 4656 of 5297
Lazarus APT Penetrates European Defense Firms with Fake Job Lures in 2024
In early 2024, the North Korean state-sponsored Lazarus Group orchestrated a targeted cyberattack against at least three European defense sector companies. Using a spear-phishing strategy known as 'Operation DreamJob,' attackers impersonated defense recruiters, luring employees with fake job offers and malicious documents. Once compromised, the attackers gained unauthorized access, moved laterally within victims' networks, and exfiltrated sensitive corporate and government data with minimal detection. The sophistication and persistence demonstrated in this operation highlight the evolving threat landscape posed by well-resourced APT actors. This campaign underscores the escalating risks facing critical industries from nation-state cyber espionage. As advanced phishing and lateral movement techniques proliferate, even mature security programs remain vulnerable to targeted, multi-stage attacks from groups like Lazarus.
7 months ago
Kill Chain
Atlas & Comet AI Sidebar Spoofing: How Attackers Are Hijacking Trust in Browser AI
In early June 2024, security researchers identified a novel application security vulnerability affecting OpenAI’s Atlas and Perplexity’s Comet browsers. Attackers leveraged spoofed AI sidebars to present malicious, AI-generated instructions that duped users into actions compromising security, such as running unverified commands or visiting phishing sites. The attack method bypassed traditional endpoint defenses by exploiting inherent trust in AI-powered browser features. Though no widespread exploitation has been confirmed, proof-of-concept demonstrations exposed a significant risk of credential theft, data leakage, or lateral movement within enterprise environments. The rapid adoption of AI assistants made this vector both timely and dangerous. This incident highlights the growing trend of attackers targeting AI-powered productivity tools by manipulating contextual interfaces. Rising adoption of AI chatbots and browser plugins increases the threat surface, demanding urgent reevaluation of security controls and staff awareness. Regulatory scrutiny of AI and application security is expected to accelerate in response.
7 months ago
Kill Chain
CISA Sounds Alarm: Lanscope Endpoint Manager Flaw Actively Exploited
In June 2024, the Cybersecurity and Infrastructure Security Agency (CISA) warned organizations of active exploitation of a critical vulnerability in Motex’s Lanscope Endpoint Manager software. Threat actors leveraged the flaw (tracked as CVE-2024-27956) to gain unauthorized access and potentially execute remote code on unpatched systems. The attackers could bypass authentication and gain administrative privileges, enabling lateral movement and further compromise of affected network environments. The incident impacted enterprises using Lanscope Endpoint Manager for device monitoring and management, raising concerns over exposure of sensitive data and operational disruption. This incident is notable for its speed of exploitation following public disclosure, illustrating the ongoing trend of threat actors rapidly weaponizing software vulnerabilities in endpoint management tools. The breach underscores the importance of immediate patching and rigorous monitoring as attackers increasingly target IT infrastructure software to establish initial footholds.
7 months ago
Kill Chain
Toys "R" Us Canada Faces Customer Data Leak in 2024 Breach
In late April 2024, Toys "R" Us Canada disclosed a data breach after threat actors exfiltrated and subsequently leaked customer records from its systems. The breach was confirmed via direct customer notifications, revealing that sensitive customer data—including names and contact details—was stolen and made public on a hacker forum. The company identified the security incident after discovering that attackers had gained unauthorized access and were able to access certain internal systems, leading to the data leak. Following the discovery, Toys "R" Us Canada initiated an investigation and notified the affected individuals, emphasizing that payment information was not compromised. This incident highlights a continued trend of cybercriminals targeting retail and e-commerce sectors for customer data theft and exposure. The breach exemplifies the increasing frequency of attacks leveraging stolen credentials or vulnerable infrastructure, underlining the urgent need for robust data protection and threat monitoring strategies across all consumer-facing organizations.
7 months ago
Kill Chain
Over 250 Magento Stores Breached Overnight Through Critical Adobe Commerce Flaw
In October 2025, over 250 Magento and Adobe Commerce online stores were compromised in less than 24 hours after attackers exploited a newly disclosed critical vulnerability, CVE-2025-54236 (CVSS 9.1). The flaw, stemming from improper input validation, allowed threat actors to compromise e-commerce shops directly via their web applications, enabling unauthorized access, data exfiltration, and potential payment card theft. Security researchers observed an automated wave of exploitation attempts soon after public disclosure, underlining how rapidly threat actors weaponize emerging vulnerabilities for financial gain and to cause operational disruption. This incident highlights the urgent need for rapid patch management and layered web application defenses, as attackers increasingly leverage zero-day and recently disclosed vulnerabilities to target widely used commerce platforms, further increasing risks to consumer data and regulatory compliance for online retailers.
7 months ago
Kill Chain
CISA Confirms Critical Lanscope Endpoint Manager Vulnerability Under Active Attack
In October 2025, a critical vulnerability (CVE-2025-61932, CVSS 9.3) in Motex Lanscope Endpoint Manager was added to CISA’s Known Exploited Vulnerabilities catalog after confirmed active exploitation in the wild. Attackers leveraged the on-premises endpoint management platform’s remote code execution flaw to obtain unauthorized access, enabling lateral movement and potential data exfiltration. Organizations relying on Lanscope Endpoint Manager may face business disruption, data integrity issues, and heightened regulatory scrutiny as a result of this exposure. The recent exploitation of this vulnerability underscores a larger trend of remote code execution exploits targeting widely deployed endpoint management products. With attackers increasingly seeking supply-chain and IT management footholds, regulatory bodies and security leaders are prioritizing rapid patch cycles and robust segmentation to limit risk.
7 months ago
Kill Chain
Jingle Thief: How Hackers Exploited Cloud to Steal Millions in Retail Gift Cards (2025)
In October 2025, a cybercriminal group known as Jingle Thief orchestrated a sophisticated financial fraud campaign targeting retail and consumer services organizations operating in cloud environments. Leveraging phishing and smishing tactics to obtain employee credentials, the attackers gained access to cloud-based systems responsible for managing digital gift card issuance. Once inside, they exploited weak east-west traffic controls and lack of adequate segmentation to move laterally and automate gift card theft at scale, resulting in losses worth millions of dollars and significant operational disruption to affected businesses. This incident highlights an ongoing escalation in targeted cloud infrastructure attacks, especially towards retail functions involving financial assets like digital gift cards. The use of cloud-native attack vectors and credential phishing underscores the urgency for enhanced zero trust practices, robust detection controls, and strict policy enforcement to protect sensitive assets in distributed environments.
7 months ago
Kill Chain
North Korean APTs Breach UAV Defense Firms Using Fake Job Offers (2025)
In October 2025, multiple European defense contractors specializing in unmanned aerial vehicles (UAVs) were targeted by a sophisticated cyber-espionage campaign attributed to North Korean threat actors, commonly known as Lazarus Group. The attackers masqueraded as recruiters and leveraged convincing fake job offers to defense engineers using social networks and spear-phishing emails, ultimately delivering malicious payloads that provided remote access to corporate networks. The primary objective was to exfiltrate proprietary drone technology and sensitive internal communications, resulting in significant intellectual property theft and exposure of confidential project details. This incident illustrates a persistent trend where state-sponsored actors target the defense sector’s engineers with social engineering tactics, reflecting a broader escalation in advanced persistent threat (APT) campaigns leveraging human-centric attack vectors. Organizations face mounting regulatory scrutiny and must enhance security controls to combat these evolving social-engineering-enabled threats.
7 months ago
Kill Chain
It Only Takes 250 Documents to Poison Any Large Language Model – Security Implications for 2024
In 2024, cybersecurity researchers demonstrated that the integrity of large language models (LLMs) can be severely compromised with as few as 250 poisoned documents strategically inserted into their training data. By covertly introducing manipulated or malicious content into public data sources, attackers can alter a model’s understanding, bias its outputs, or degrade its reliability. This proof-of-concept highlights that ‘data poisoning’ attacks require minimal input yet pose substantial risk for AI reliability, potentially opening the door for misinformation, backdoors, or loss of operational trust across industries leveraging AI. Organizations relying on LLMs for critical tasks face a heightened threat of silent, hard-to-detect breaches affecting their core AI deployments. The urgency around AI/ML supply chain security has intensified, as threat actors and researchers increasingly explore the feasibility of data poisoning. Regulatory frameworks and industry best practices now emphasize the need for data provenance controls and continuous integrity monitoring of training pipelines.
7 months ago
Kill Chain
Mideast & African Hackers Launch Multi-Vector Attacks on Governments, Banks, and Retailers in 2024
In early 2024, multiple threat groups originating from the Middle East and Africa executed a series of sophisticated, multi-vector cyber campaigns targeting government agencies, banks, and small to midsize retailers across the region. Attackers leveraged a blend of techniques including encrypted traffic evasion, lateral movement, cloud misconfiguration, and remote access tools. These campaigns exploited gaps in east-west security, egress controls, and cloud segmentation, resulting in data exfiltration, service disruptions, and operational downtime across multiple sectors. The tactics exposed critical weaknesses in hybrid cloud architectures, impacting regulatory compliance and eroding trust in public and financial institutions. This incident highlights the escalating trend of advanced regional threat actors targeting not just political or large economic entities, but also smaller businesses, using methods that combine traditional and cloud-native attack vectors. The frequency and sophistication of such attacks underscore the need for adaptive, zero trust security frameworks and heightened vigilance across both public and private sectors.
7 months ago
Kill Chain
Inside the 2024 Lazarus Group Attack on European Drone Manufacturers
In early 2024, the North Korean-backed Lazarus Group launched a sophisticated cyber-espionage campaign targeting multiple European drone manufacturers. The operation leveraged spear-phishing emails and custom malware to gain unauthorized access to sensitive research, development, and operational data. After establishing persistence, attackers conducted lateral movement across corporate networks and exfiltrated significant volumes of intellectual property and proprietary technology aligning with North Korea's strategic interests. The breach undermined victims’ competitive advantage, presented potential national security risks, and exposed critical supply chain vulnerabilities. The incident underscores the escalation of state-sponsored attacks against the European defense and aerospace sector. As APT groups like Lazarus intensify targeting of high-innovation industries using stealthy techniques, organizations face mounting pressure to strengthen east-west traffic monitoring, encryption practices, and zero trust segmentation.
7 months ago
Kill Chain
The 2024 Global Smishing Deluge: China-Based SMS Phishing at Scale
In early 2024, a China-based threat group orchestrated a massive global smishing campaign, flooding mobile devices across multiple continents with fraudulent SMS messages impersonating banks, government agencies, and delivery services. Leveraging a rapidly-evolving attack ecosystem, the actors utilized wide-scale automation and regional tailoring to bypass spam filters and trick users into revealing sensitive credentials or installing malware. The attack’s magnitude caught many organizations off guard, resulting in significant credential theft, unauthorized transactions, and growing operational strain as firms raced to block fast-moving SMS domains and educate affected users. This campaign signals a sharp escalation in the sophistication and reach of smishing attacks, highlighting persistent gaps in mobile security awareness and detection. As similar TTPs gain traction among organized threat groups, critical infrastructure and commercial service providers face increased risks of large-scale credential exposure and downstream fraud.
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.
