✨ No need to do from scratch. Deploy a Validated Containment Architecture built for your AI platform. →Deploy a Validated Containment Architecture for your AI platform. →A Validated Containment Architecture for your AI platform. →Validated Containment Architectures are here. →Contain Threats NowExplore✨
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 4573 to 4584 of 5297
WordPress Plugin Flaw Exposes Sensitive Data to Subscribers in 2024
In June 2024, a critical vulnerability was disclosed in the widely used WordPress 'Anti-Malware Security and Brute-Force Firewall' plugin, which is active on over 100,000 websites. The flaw enables authenticated subscriber-level users to exploit improperly validated file access mechanisms, granting them read access to arbitrary files stored on the web server. This could allow the exposure of sensitive configuration files, credentials, or proprietary business data, significantly undermining site security and user privacy. Plugin maintainers were alerted, and a patched version was released to mitigate the issue. This incident emphasizes the risks posed by third-party plugin vulnerabilities within content management platforms, which remain a persistent attack vector as organizations contend with rapid plugin adoption and reliance on open-source tools.
7 months ago
Kill Chain
CISA Alert: Active Exploits Target Dassault DELMIA Apriso and XWiki in 2025
In October 2025, cybersecurity authorities including CISA confirmed active exploitation of critical vulnerabilities in Dassault Systèmes DELMIA Apriso and XWiki platforms. Threat actors leveraged flaws such as CVE-2025-6204—an 8.0 CVSS code injection bug—to gain unauthorized access and potential code execution on affected systems. The attackers exploited unpatched systems to facilitate lateral movement, data exfiltration, and possible disruption of manufacturing and enterprise workflows. Affected organizations faced immediate operational risk and the prospect of sensitive information compromise. This incident highlights a growing trend in rapid exploitation of recently disclosed enterprise software vulnerabilities. With increased attacker focus on supply chain and collaborative platforms, organizations must respond swiftly to new advisories and prioritize vulnerability management programs to reduce exposure to high-severity threats.
7 months ago
Kill Chain
10 Malicious npm Packages Expose Global Supply Chain Risks in 2025 Credential Stealer Attack
In October 2025, security researchers uncovered a coordinated supply chain attack targeting the npm ecosystem. Ten malicious npm packages, collectively downloaded over 5,000 times, were found to contain sophisticated multi-platform information stealers. These packages, distributed via the npm registry and impersonating legitimate developer tools, leveraged obfuscated code to deploy a payload capable of extracting sensitive credentials and environment data from Windows, macOS, and Linux developer workstations. The malware used deceptive tactics like a fake CAPTCHA screen and fingerprinted victims prior to exfiltrating stolen data to attacker-controlled infrastructure. This incident underscores the growing trend of software supply chain attacks, as developer tool ecosystems like npm remain high-value targets for both financially motivated cybercriminals and state-sponsored groups. The event has fueled concerns about package registry hygiene, developer workstation security, and the need for stronger zero trust and anomaly detection controls across the software development lifecycle.
7 months ago
Kill Chain
Russian APT Attackers Compromise Ukrainian Networks Using Living-Off-the-Land (LOTL) Tactics
In mid-2025, Russian advanced persistent threat (APT) actors launched highly targeted campaigns against Ukrainian organizations, focusing on business services firms and local government entities. Over the course of several weeks, attackers gained initial access through stealthy living-off-the-land (LOTL) techniques, leveraging legitimate administrative tools and native Windows utilities to evade detection and persist on networks. Their primary objectives were the exfiltration of sensitive data and establishing long-term, covert access, which allowed the attackers to move laterally with minimal noise and avoid triggering common security alerts. The operational impact included compromise of confidential internal documents and increased risk to ongoing operations. This incident underscores a growing reliance on LOTL tactics by sophisticated nation-state actors, complicating traditional detection and response methods. With geopolitical tensions in Eastern Europe remaining high, organizations and government agencies must anticipate and defend against stealthy, low-profile intrusions that exploit trusted system tools to bypass conventional defenses.
7 months ago
Kill Chain
Identity Chaos: 2026 Breach Highlights Risks of Ghost Accounts & AI Agents
In mid-2026, a coordinated cyberattack leveraged unmanaged 'ghost' identities and dormant privileged accounts in a multinational enterprise's cloud environment. Advanced threat actors combined long-standing identity debt from old breaches with modern, AI-powered autonomous agents to hijack internal east-west traffic and exfiltrate sensitive data using encrypted channels. The attackers discreetly escalated privileges through unused accounts, bypassed segmentation controls, and evaded legacy monitoring through encrypted, high-speed service-to-service traffic. This led to a multi-week data theft and operational disruption across cloud, on-premises, and hybrid infrastructure, impacting customer trust and critical regulatory compliance. This incident highlights the urgent need for advanced identity governance and zero trust segmentation as adversaries exploit both inherited identity risks and cutting-edge automation. With ransomware and shadow AI toolchains on the rise, organizations face increasing regulatory scrutiny and evolving attack surfaces that obsolete traditional perimeter-based defenses.
7 months ago
Kill Chain
Cloaking Attack Against AI Crawlers Uncovers New Context Poisoning Risks
In October 2025, cybersecurity researchers uncovered a sophisticated cloaking attack that targets AI-driven web crawlers used by popular agentic browsers such as OpenAI ChatGPT Atlas and Perplexity. Threat actors deployed malicious websites capable of serving misleading or false content only to AIbots, while displaying legitimate information to typical users. This context poisoning technique allows harmful actors to manipulate AI models at scale, tricking them into citing fabricated facts as verified information, and undermines AI trustworthiness with widespread downstream effects on automated decision-making and knowledge dissemination. This incident highlights the mounting risks from adversarial attacks targeting AI supply chains. As AI systems increasingly rely on real-time internet data, attackers are innovating new manipulation tactics to poison context and subvert trust. The surge in such TTPs coincides with tighter regulations and industry push towards Responsible AI frameworks.
7 months ago
Kill Chain
Automated Botnet Attacks Surge Against PHP Servers and IoT Devices in 2025
In October 2025, cybersecurity experts reported a significant escalation in automated botnet attacks against PHP servers and IoT devices. Threat actors behind botnets like Mirai, Gafgyt, and Mozi orchestrated large-scale campaigns by exploiting known CVEs and exploiting misconfigured cloud and edge systems. The attacks enabled adversaries to gain unauthorized entry, rapidly compromise vulnerable assets, and expand their botnet infrastructure for malicious activities such as DDoS, credential theft, and lateral movement across network environments. Organizations with exposed PHP servers or poorly secured IoT endpoints experienced elevated risks of disruption and reputational impact. This surge in automated exploitation highlights the persistent evolution of botnet tactics targeting unpatched, internet-facing workloads. As attackers automate vulnerability scanning and weaponize scalable malware, the need for proactive threat detection, segmentation, and rapid response has never been more critical for organizations in all sectors.
7 months ago
Kill Chain
Aisuru Botnet’s 2025 Shift: From DDoS Disruptor to Proxy Powerhouse
In mid-2025, the Aisuru botnet—already infamous for record-shattering distributed denial-of-service (DDoS) attacks—shifted tactics, repurposing hundreds of thousands of compromised Internet of Things (IoT) devices to fuel residential proxy networks. Initially detected in August 2024, Aisuru rapidly infected over 700,000 vulnerable routers and cameras, enabling DDoS attacks reaching up to 30 terabits per second. As global internet providers struggled to mitigate these waves, Aisuru’s operators began renting bot-infected devices as residential proxies, granting cybercriminals more effective means to anonymize web scraping, credential stuffing, and data harvesting operations. This incident marks a significant escalation in how botnets are monetized, as botnet-powered residential proxies become a key enabler for content scraping—especially by AI firms seeking vast datasets. The pivot highlights a rising convergence between traditional cybercrime and emerging AI-driven abuse, challenging defenders to address both volumetric attack trends and subtle, persistent data exfiltration.
7 months ago
Kill Chain
Oracle EBS Zero-Day Attack Triggers Global Supply Chain Crisis in 2025
In early 2025, multiple organizations experienced cyberattacks stemming from the exploitation of a critical zero-day vulnerability (CVE-2025-61882) in Oracle E-Business Suite (EBS). Threat actors leveraged this flaw to gain unauthorized access, deploy covert tools, and move laterally within victim environments. Notably, high-profile companies such as Schneider Electric may have been impacted, highlighting the sophistication and stealthiness of the attackers, who exploited encrypted and east-west traffic blind spots. The compromise of sensitive business data and disruption of enterprise resource planning systems underscore the far-reaching operational and financial consequences of this campaign. This incident sheds light on the escalating trend of supply chain attacks targeting widely used enterprise software through previously unknown vulnerabilities. The breadth of the campaign and the use of zero-day exploits signal a need for continuous vigilance, rapid patching, and advanced detection controls to defend critical systems against emerging threats.
7 months ago
Kill Chain
YouTube Ghost Network: 2025 Infostealer Botnets Target Users at Scale
In early 2025, a sophisticated malware operation known as the YouTube Ghost Network leveraged compromised accounts and extensive botnets to deliver highly effective infostealer payloads to unsuspecting users. Attackers exploited both social engineering and automated bot infrastructure to distribute malware at scale via malicious YouTube links and hijacked channels, resulting in a threefold increase in infostealer output within months. The campaign focused on harvesting credentials, session tokens, and other sensitive data through obfuscated lures and persistent infiltration tactics, impacting thousands of users globally and raising significant concerns about platform-based threats. This incident underscores the surging trend of infostealer campaigns utilizing social platforms as distribution vectors, challenging traditional detection and response strategies. Escalating reliance on cloud services and digital identities intensifies the risk, making proactive monitoring and policy enforcement critical as adversaries weaponize trusted channels and automation for rapid expansion.
7 months ago
Kill Chain
What 1,000 Insider Threat Cases Reveal: A Modern Security Wake-Up Call
In 2024, a comprehensive study examining over 1,000 real-world insider threat cases uncovered persistent gaps in how organizations detect, prevent, and respond to malicious or negligent employee actions. Over a 14-month analysis, security researchers highlighted that insiders often bypass security controls using legitimate access, evade traditional perimeter monitoring tools, and exfiltrate sensitive data without raising timely alerts. The analysis found that costly business disruptions, regulatory fines, and reputational damages were common outcomes, especially in sectors with high data sensitivity, including finance, healthcare, and technology. The research underscores growing sophistication among insiders and the limitations of legacy detection models. Insider threats remain acute as remote work widens the digital attack surface and increasingly sophisticated insiders exploit blind spots in technical controls. Regulatory bodies are pressuring organizations to enhance controls and real-time monitoring, highlighting that traditional security models are insufficient as threat actor tactics evolve.
7 months ago
Kill Chain
AI-Powered Social Engineering Attacks Surge Across Africa in 2024
In early 2024, a surge of AI-powered social engineering attacks swept across Africa, targeting both government agencies and private enterprises. Threat actors utilized AI-generated phishing campaigns, deepfake technology, and sophisticated impersonation tactics to gain unauthorized access to sensitive systems and data. The attackers rapidly evolved their techniques by testing them in diverse African markets, often bypassing conventional security controls using realistic AI-driven lures and voice/video spoofing. The outcome included data breaches, operational interruptions, increased fraud, and reputational harm to affected organizations, while also exposing gaps in detection and response capabilities. This incident highlights the accelerating adoption of AI by cybercriminals, who now leverage machine learning to refine attack vectors and increase success rates. As similar TTPs proliferate globally, organizations face heightened regulatory scrutiny and must rapidly adapt cybersecurity frameworks to counter increasingly intelligent and deceptive threats.
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.
