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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 493 to 504 of 5035
Mount Royal University 2026 Ransomware Attack: A Case Study
In June 2026, Mount Royal University (MRU) in Calgary experienced a significant cyberattack attributed to the CMD Organization ransomware group. The attackers infiltrated MRU's network, exfiltrated data from the H drive—used by students and employees—and subsequently deleted the original files to hinder recovery efforts. This breach disrupted various university services, including online platforms and internal systems, affecting current and former students and staff. The university has engaged external cybersecurity experts and reported the incident to relevant authorities. ([bleepingcomputer.com](https://www.bleepingcomputer.com/news/security/mount-royal-university-confirms-breach-as-hackers-claim-attack/?utm_source=openai)) This incident underscores the evolving tactics of ransomware groups like CMD Organization, which employ auction-based extortion models to maximize financial gain. Their approach not only involves data encryption but also public data leaks and auctions, amplifying pressure on victims. ([labs.beazley.security](https://labs.beazley.security/articles/cmd-organization-new-ransomware-operator-moves-to-place-public-bidding-wars-on-ransomed-data?utm_source=openai))
3 weeks ago
Kill Chain
Malicious SDKs on npm and PyPI Compromise Paysafe and Skrill Integrations
In July 2026, a coordinated supply-chain attack targeted developers integrating payment services by distributing at least 17 malicious packages on the npm and PyPI repositories. These packages masqueraded as legitimate SDKs for Paysafe, Skrill, and Neteller, aiming to steal sensitive credentials such as API keys, AWS keys, and GitHub tokens. The attackers employed typosquatting techniques, publishing packages with names closely resembling authentic ones, leading to unauthorized access and potential data breaches. This incident underscores the escalating threat of supply-chain attacks within open-source ecosystems. The attackers' ability to infiltrate multiple package managers simultaneously highlights the need for enhanced vigilance and security measures among developers and organizations to safeguard against such sophisticated threats.
3 weeks ago
Kill Chain
Understanding and Mitigating System Prompt Leakage in AI Applications
In July 2026, AWS Security highlighted the persistent issue of system prompt leakage in generative AI applications. System prompts, which guide the behavior of large language models (LLMs), often contain sensitive information such as role definitions, behavioral guidelines, and API responses. Threat actors can exploit vulnerabilities to extract these prompts, potentially exposing proprietary data and compromising application integrity. Despite various mitigation strategies, complete remediation remains elusive due to inherent limitations in current AI systems. This underscores the need for continuous vigilance and adaptive security measures in AI deployments. The increasing prevalence of system prompt leakage incidents, as noted in the 2025 OWASP LLM Top 10, reflects a broader trend of sophisticated attacks targeting AI systems. Organizations must prioritize robust security frameworks to safeguard against evolving threats in the AI landscape.
3 weeks ago
Kill Chain
Vidar Infostealer Exploits Malvertising to Target SMBs in 2026
In April 2026, a sophisticated malvertising campaign targeted consumers and small to midsize businesses (SMBs) globally by delivering the Vidar infostealer and XMRig cryptomining malware. Attackers lured victims with ads for cracked software, leading them to download password-protected archives that concealed a Go-based loader. This loader executed defense-evasion techniques, including an in-memory Antimalware Scan Interface (AMSI) bypass, before deploying Vidar to harvest browser credentials and XMRig to mine Monero cryptocurrency. The campaign utilized the Factory-v3 framework to generate unique binaries, complicating detection efforts. ([darkreading.com](https://www.darkreading.com/cyberattacks-data-breaches/vidar-infostealer-smb-malvertising-campaign?utm_source=openai)) This incident underscores the evolving tactics of financially motivated threat actors who combine multiple monetization strategies within a single infection. The use of malvertising, coupled with advanced evasion techniques, highlights the need for organizations to enhance their cybersecurity defenses against such multifaceted threats.
3 weeks ago
Kill Chain
Dialogflow CX 'Rogue Agent' Flaw: A Wake-Up Call for AI Security
In November 2025, Varonis researchers identified a critical vulnerability, termed 'Rogue Agent,' in Google Cloud Platform's Dialogflow CX AI platform. This flaw allowed attackers to exploit the Code Blocks feature by modifying a single permission—dialogflow.playbooks.update—on a Dialogflow agent. Such exploitation enabled the injection of persistent malicious code into the agents' pipeline, facilitating the silent exfiltration of conversations and the execution of large-scale phishing campaigns. Google addressed the issue with an initial patch in April 2026 and fully resolved it by June 2026, ensuring that all affected components were remediated. ([darkreading.com](https://www.darkreading.com/application-security/dialogflow-cx-rogue-agent-flaw-enabled-ai-chatbot-data-theft?utm_source=openai)) The 'Rogue Agent' vulnerability underscores the expanding attack surface introduced by integrating AI services into cloud platforms. It highlights the necessity for organizations to rigorously evaluate and secure their AI infrastructures, as attackers increasingly target these systems to access sensitive data and conduct sophisticated cyber operations. ([varonis.com](https://www.varonis.com/blog/rogue-agent-dialogflow-attack?utm_source=openai))
3 weeks ago
Kill Chain
Hydro-Québec Charging Station Vulnerabilities Highlight Critical Infrastructure Risks
In July 2026, Hydro-Québec's Le Circuit Electrique charging station backend was found to have multiple critical vulnerabilities, including improper access control, insufficient session expiration, and lack of throttling on authentication attempts. These flaws could allow attackers to escalate privileges or execute denial-of-service attacks, potentially disrupting electric vehicle charging services across Canada. Hydro-Québec has since updated the majority of charging stations to disable the Open Charge Point Protocol (OCPP) and implemented authentication systems to mitigate these risks. This incident underscores the growing cybersecurity challenges in the electric vehicle infrastructure sector. As the adoption of EVs accelerates, ensuring the security of charging networks becomes paramount to prevent potential disruptions and maintain public trust in sustainable transportation solutions.
3 weeks ago
Kill Chain
Major Brands Impersonated in Phishing Scam Targeting Marketing Professionals
In July 2026, a sophisticated phishing campaign targeted marketing professionals by impersonating recruiters from renowned companies such as Netflix, Coca-Cola, and FIFA. Attackers utilized legitimate platforms like PeopleForce and Salesforce's ExactTarget to send personalized emails, leading recipients through nested redirects to a fake Google sign-in page designed to harvest credentials. This method effectively evaded traditional detection mechanisms, posing significant risks to individuals and organizations. ([darkreading.com](https://www.darkreading.com/cyberattacks-data-breaches/big-brand-jobs-scam-marketing-pros-google-accounts?utm_source=openai)) The incident underscores a growing trend of cybercriminals exploiting trusted services and personalized lures to deceive professionals. As the job market becomes increasingly competitive and AI-generated content enhances the realism of such scams, organizations must bolster their defenses against these evolving threats. ([malwarebytes.com](https://www.malwarebytes.com/blog/scams/2026/07/fake-netflix-coca-cola-and-fifa-job-scams-target-marketers?utm_source=openai))
3 weeks ago
Kill Chain
CISA Highlights Active Exploitation of Critical Adobe, Joomla, and Langflow Vulnerabilities
In July 2026, the U.S. Cybersecurity and Infrastructure Security Agency (CISA) added four critical vulnerabilities to its Known Exploited Vulnerabilities (KEV) catalog, citing active exploitation. These include CVE-2026-48282, a path traversal flaw in Adobe ColdFusion; CVE-2026-56290, an improper access control issue in Joomlack Page Builder; CVE-2026-55255, an authorization bypass in Langflow; and CVE-2026-48908, an unrestricted file upload vulnerability in JoomShaper SP Page Builder. Exploitation of these vulnerabilities could lead to arbitrary code execution and unauthorized access, posing significant risks to affected systems. The inclusion of these vulnerabilities in the KEV catalog underscores the urgency for organizations to apply available patches promptly. The active exploitation of these flaws highlights a trend of attackers rapidly leveraging newly disclosed vulnerabilities, emphasizing the need for vigilant vulnerability management and timely remediation strategies.
3 weeks ago
Kill Chain
GhostLock Vulnerability: A 15-Year-Old Flaw Exposing Linux Systems to Root Exploits
In July 2026, Nebula Security disclosed a critical vulnerability in the Linux kernel, known as GhostLock (CVE-2026-43499). This 15-year-old flaw allows any local user to escalate privileges to root without special permissions or network access. The vulnerability resides in the kernel's real-time mutex (rtmutex) component, where improper handling of task pointers during proxy-lock rollback leads to a use-after-free condition. Exploiting this flaw enables attackers to gain full control over affected systems and escape containerized environments. The issue affects nearly all mainstream Linux distributions since 2011, with a reported 97% exploit reliability. The disclosure of GhostLock underscores the persistent risk posed by longstanding vulnerabilities in widely used open-source software. The availability of public exploit code increases the urgency for organizations to apply patches promptly. This incident highlights the need for continuous monitoring and timely updating of systems to mitigate potential security threats.
3 weeks ago
Kill Chain
Critical Adobe ColdFusion Vulnerability (CVE-2026-48282) Requires Immediate Attention
In June 2026, a critical path traversal vulnerability, identified as CVE-2026-48282, was discovered in Adobe ColdFusion versions 2025.9, 2023.20, and earlier. This flaw allows unauthenticated remote attackers to execute arbitrary code on affected servers without user interaction, potentially leading to full system compromise. The vulnerability arises from improper limitation of a pathname to a restricted directory, enabling attackers to access and manipulate files outside the intended directory structure. ([nvd.nist.gov](https://nvd.nist.gov/vuln/detail/CVE-2026-48282?utm_source=openai)) The inclusion of CVE-2026-48282 in CISA's Known Exploited Vulnerabilities Catalog underscores the urgency for organizations to address this issue promptly. Given the active exploitation in the wild, entities using vulnerable ColdFusion versions must prioritize patching to mitigate the risk of unauthorized access and potential data breaches. ([resecurity.com](https://www.resecurity.com/ar/blog/article/cve-2026-48282-adobe-coldfusion-rds-path-traversal-leading-to-rce?utm_source=openai))
3 weeks ago
Kill Chain
Critical Vulnerability in Siemens Mendix Studio Pro: CVE-2026-48192
In June 2026, Siemens disclosed a vulnerability (CVE-2026-48192) in Mendix Studio Pro versions 10.11 through 10.24 (prior to V10.24.21) and 11.0 through 11.11. The flaw arises from improper validation and sanitization of project files during the build pipeline, allowing attackers to execute arbitrary code if a user opens a specially crafted malicious project. This vulnerability could lead to unauthorized code execution within the user's context, potentially compromising developer workstations and downstream build artifacts. ([sentinelone.com](https://www.sentinelone.com/vulnerability-database/cve-2026-48192/?utm_source=openai)) The incident underscores the critical importance of validating and sanitizing project files in development environments. As low-code platforms like Mendix Studio Pro gain popularity, ensuring robust security measures against such vulnerabilities becomes imperative to protect development processes and prevent potential supply chain attacks.
3 weeks ago
Kill Chain
UAT-7810's Deployment of LONGLEASH Malware: A New Threat to Network Security
In July 2026, the Chinese advanced persistent threat (APT) group UAT-7810 enhanced its Operational Relay Box (ORB) network by deploying new malware variants, notably LONGLEASH, DOGLEASH, and JARLEASH. These tools target unpatched Ruckus wireless routers, exploiting vulnerabilities such as CVE-2020-22653, CVE-2020-22658, and CVE-2023-25717, to establish a robust infrastructure for subsequent cyber operations. The ORB network serves as a relay platform, facilitating attacks by other China-aligned threat actors, including UAT-5918, which has been implicated in cyber attacks against critical infrastructure in Taiwan since at least 2023. The development of these sophisticated malware tools underscores the evolving capabilities of UAT-7810 and the persistent threat posed to global network security. Organizations utilizing vulnerable networking devices are at heightened risk, emphasizing the need for proactive defense measures and timely patch management to mitigate potential intrusions.
3 weeks 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.
