✨ 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 2413 to 2424 of 5175
Bearlyfy's 2025 Ransomware Campaign Against Russian Companies
In early 2025, the pro-Ukrainian cyber group Bearlyfy initiated a series of over 70 ransomware attacks targeting Russian companies. Employing custom strains like GenieLocker, Bearlyfy exploited vulnerabilities in public-facing applications to gain initial access, subsequently encrypting critical data and demanding ransoms. The group's operations have caused significant disruptions across various sectors in Russia. This incident underscores a growing trend of politically motivated cyberattacks, where hacktivist groups leverage ransomware to inflict economic damage. The Bearlyfy attacks highlight the evolving landscape of cyber threats, emphasizing the need for robust security measures to protect against both financially and ideologically driven adversaries.
4 months ago
Kill Chain
Critical Security Vulnerabilities in LangChain and LangGraph: Immediate Action Required
In early 2026, multiple security vulnerabilities were identified in LangChain and LangGraph, two widely used open-source frameworks for building applications powered by Large Language Models (LLMs). These vulnerabilities include Server-Side Request Forgery (SSRF) in LangChain versions prior to 1.2.11, Regular Expression Denial-of-Service (ReDoS) in versions up to 0.3.1, and a critical Remote Code Execution (RCE) flaw in LangGraph's caching layer before version 4.0.0. Exploitation of these vulnerabilities could lead to unauthorized access to sensitive data, execution of arbitrary code, and potential system compromise. ([stack.watch](https://stack.watch/product/langchain-ai/langchain/?utm_source=openai)) The discovery of these vulnerabilities underscores the importance of rigorous security practices in the development and maintenance of AI frameworks. As LLM-powered applications become increasingly prevalent, ensuring the security of underlying frameworks is crucial to prevent potential exploitation by malicious actors.
4 months ago
Kill Chain
Open VSX Registry's 2026 GlassWorm Supply Chain Attack: A Wake-Up Call for Extension Security
In January 2026, the Open VSX Registry, a vendor-neutral extension marketplace for Visual Studio Code, experienced a significant supply chain attack. Threat actors compromised a legitimate publisher's account to distribute malicious updates to four popular extensions, collectively downloaded over 22,000 times. These updates deployed the GlassWorm malware, specifically targeting macOS users by exfiltrating sensitive data such as browser cookies, cryptocurrency wallets, and developer credentials. The malware utilized sophisticated evasion techniques, including locale checks and blockchain-based command-and-control mechanisms, to avoid detection and dynamically manage its infrastructure. ([securityweek.com](https://www.securityweek.com/open-vsx-publisher-account-hijacked-in-fresh-glassworm-attack/?utm_source=openai)) This incident underscores the escalating threat of supply chain attacks within open-source ecosystems, highlighting the critical need for robust security measures in extension marketplaces. In response, the Eclipse Foundation, which maintains the Open VSX Registry, has announced plans to implement pre-publication security checks to proactively identify and mitigate malicious extensions before they reach users. ([thehackernews.com](https://thehackernews.com/2026/02/eclipse-foundation-mandates-pre-publish.html?utm_source=openai))
4 months ago
Kill Chain
TikTok Business Accounts Compromised in 2026 AiTM Phishing Attack
In March 2026, TikTok for Business accounts were targeted by adversary-in-the-middle (AiTM) phishing attacks. Cybercriminals employed sophisticated techniques to intercept user credentials and session cookies, effectively bypassing multi-factor authentication (MFA) measures. This allowed unauthorized access to business accounts, which were then exploited for malicious activities such as distributing malware and conducting fraudulent advertising campaigns. The attackers utilized deceptive emails and messages, directing users to counterfeit login pages that closely mimicked TikTok's official interface, thereby harvesting sensitive information. This incident underscores a growing trend in cyber threats where attackers leverage AiTM tactics to circumvent traditional security protocols, including MFA. The increasing prevalence of such sophisticated phishing methods highlights the need for organizations to adopt advanced security measures and continuous monitoring to protect against evolving cyber threats.
4 months ago
Kill Chain
Apple Issues Urgent Update for 'DarkSword' Exploit in 2026
In March 2026, Apple issued urgent lock screen notifications to users of older iPhone and iPad models, warning them of active web-based exploits targeting outdated iOS versions. The 'DarkSword' exploit, which had been used by surveillance groups, became widely accessible after its code was leaked online, enabling attackers to exfiltrate sensitive data from devices running iOS versions 18.4 to 18.7. Apple responded by releasing security updates for iOS versions 15 through 26 and advised users on older systems to upgrade immediately to mitigate the risk. ([tomsguide.com](https://www.tomsguide.com/phones/iphones/darksword-exploit-just-went-global-millions-of-iphones-now-wide-open-to-hackers?utm_source=openai)) This incident underscores the critical importance of keeping devices updated to the latest software versions. The public availability of the 'DarkSword' exploit highlights the rapid dissemination of vulnerabilities and the necessity for users to remain vigilant against emerging threats. ([techradar.com](https://www.techradar.com/phones/update-your-iphone-now-apple-issues-a-rare-warning-to-ios-users-as-a-new-hacker-threat-is-discovered?utm_source=openai))
4 months ago
Kill Chain
TeamPCP's Malicious 'telnyx' PyPI Attack Exposes Supply Chain Vulnerabilities
In March 2026, the threat actor group TeamPCP executed a supply chain attack by uploading two malicious versions (4.87.1 and 4.87.2) of the 'telnyx' Python package to the Python Package Index (PyPI). These versions concealed credential-stealing malware within .WAV files, enabling the exfiltration of sensitive data from compromised systems. The attack underscores the vulnerability of open-source repositories to sophisticated supply chain compromises. This incident highlights the escalating trend of attackers targeting widely used open-source packages to distribute malware, emphasizing the need for enhanced vigilance and security measures in software supply chains.
4 months ago
Kill Chain
Coruna Exploit Kit: A Case Study in the Commercialization of Nation-State Cyber Tools
In February 2025, Google's Threat Intelligence Group (GTIG) identified 'Coruna,' a sophisticated iOS exploit kit comprising 23 vulnerabilities across five exploit chains, targeting devices running iOS 13 through 17.2.1. Initially deployed by a surveillance vendor for government clients, Coruna was later utilized by Russian state actors in espionage campaigns against Ukrainian users. By December 2025, the exploit kit had proliferated to financially motivated Chinese cybercriminals, who employed it to steal cryptocurrency from over 42,000 iOS devices via malicious websites. This rapid transition from state-sponsored espionage to widespread financial crime underscores the growing commercialization and accessibility of nation-state-level cyber tools. The Coruna incident highlights the urgent need for organizations to stay vigilant against advanced threats, as sophisticated exploit kits once exclusive to government entities are increasingly available to cybercriminals, posing significant risks to both individuals and enterprises.
4 months ago
Kill Chain
Coruna iOS Exploit Framework: Evolution from Espionage to Cybercrime
In 2025, the Coruna exploit kit emerged as a sophisticated tool targeting iPhones running iOS versions 13.0 through 17.2.1. Initially observed in February 2025, it was used by a surveillance vendor's client, later appearing in attacks by Russian espionage groups against Ukrainian users, and subsequently by financially motivated Chinese hackers. Coruna comprises five full iOS exploit chains leveraging 23 vulnerabilities, including CVE-2023-32434 and CVE-2023-38606, previously exploited in Operation Triangulation. The kit's evolution suggests a continuous development from earlier frameworks, now capable of compromising modern hardware, including Apple's A17 and M3 chips. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/03/03/coruna-ios-exploit-kit/?utm_source=openai)) The proliferation of Coruna underscores the escalating risk of advanced exploit kits transitioning from state-sponsored espionage to widespread cybercrime. This trend highlights the urgent need for organizations to implement robust security measures, including timely software updates and advanced threat detection systems, to mitigate the risks posed by such sophisticated tools.
4 months ago
Kill Chain
International Operation Dismantles LeakBase Cybercrime Forum in 2026
In early March 2026, an international law enforcement operation led by the FBI and Europol dismantled LeakBase, one of the world's largest cybercrime forums. Established in 2021, LeakBase had over 142,000 members and facilitated the trade of stolen data, including account credentials and financial information. The coordinated effort spanned 14 countries, resulting in the seizure of the forum's domains and databases, as well as multiple arrests and searches targeting the platform's most active users. This operation underscores the growing global collaboration in combating cybercrime and highlights the increasing focus on dismantling platforms that facilitate the sale of stolen data. The takedown of LeakBase serves as a significant deterrent to cybercriminals and emphasizes the importance of international cooperation in addressing the evolving cyber threat landscape.
4 months ago
Kill Chain
Unveiling the March 2026 Fraud Attack: Bot Signups and Account Takeovers
In March 2026, a sophisticated fraud campaign was identified, leveraging automated bots to create large volumes of fake accounts using compromised emails and residential proxies. These accounts, appearing legitimate, were later exploited for account takeovers through credential stuffing and phishing, leading to unauthorized transactions and data breaches. The attackers' use of automation and human-driven sessions allowed them to bypass traditional security measures, resulting in significant financial losses and reputational damage for affected organizations. This incident underscores the evolving nature of cyber threats, highlighting the need for multi-layered security approaches that integrate behavioral analytics, device fingerprinting, and real-time threat intelligence to detect and prevent such complex fraud schemes.
4 months ago
Kill Chain
Phishing Campaign Targets TikTok Business Accounts in 2026
In March 2026, a sophisticated phishing campaign targeted TikTok for Business accounts, exploiting their extensive reach and credibility. Attackers employed Cloudflare-hosted phishing pages, registered via NiceNIC, to impersonate TikTok's business services. Victims were lured through legitimate Google Storage URLs, which redirected them to malicious sites after bypassing security bots using Cloudflare Turnstile checks. These sites mimicked TikTok's 'Schedule a Call' pages, prompting users to enter business email addresses and login credentials. The attackers utilized reverse proxy techniques to capture credentials and session cookies, effectively bypassing two-factor authentication and enabling unauthorized access to accounts. This incident underscores the evolving tactics of cybercriminals in targeting high-profile business accounts for malicious activities. The campaign's sophistication, including the use of legitimate services to mask malicious intent and the ability to circumvent multi-factor authentication, highlights the need for enhanced vigilance and security measures among businesses utilizing social media platforms for marketing and outreach.
4 months ago
Kill Chain
Ajax Amsterdam Data Breach: A Wake-Up Call for Sports Cybersecurity
In March 2026, Ajax Amsterdam, a prominent Dutch football club, experienced a significant data breach due to vulnerabilities in its IT systems. An unauthorized individual accessed personal information of approximately 300,000 fans, including email addresses and, for a subset, names and dates of birth. The breach also allowed manipulation of season tickets and stadium bans, posing serious security risks. The club has since patched the vulnerabilities, engaged external experts for investigation, and notified relevant authorities. This incident underscores the critical importance of robust cybersecurity measures in the sports industry, especially as digital platforms become integral to fan engagement and operations. Organizations must proactively assess and fortify their systems to prevent unauthorized access and protect sensitive user data.
4 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.
