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 3385 to 3396 of 5983
CISA Adds Two Known Exploited Vulnerabilities to Catalog
On March 13, 2026, the Cybersecurity and Infrastructure Security Agency (CISA) added two new vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog: CVE-2026-3909, an out-of-bounds write vulnerability in Google Skia, and CVE-2026-3910, an unspecified vulnerability in Google Chromium's V8 engine. These vulnerabilities have been actively exploited, posing significant risks to federal enterprises. CISA's Binding Operational Directive (BOD) 22-01 mandates Federal Civilian Executive Branch (FCEB) agencies to remediate these vulnerabilities by the specified due date to protect against active threats. Although BOD 22-01 applies specifically to FCEB agencies, CISA strongly urges all organizations to prioritize timely remediation of KEV Catalog vulnerabilities as part of their vulnerability management practices. The agency continues to add vulnerabilities to the catalog that meet specified criteria, emphasizing the importance of proactive cybersecurity measures.
6 months ago
Kill Chain
SmartApeSG 2026: Unveiling the Remcos RAT Threat via ClickFix Fake CAPTCHA
In March 2026, the SmartApeSG campaign employed a sophisticated social engineering tactic known as ClickFix, utilizing fake CAPTCHA pages to distribute the Remcos Remote Access Trojan (RAT). Victims were deceived into executing malicious commands via the Windows Run dialog, leading to the installation of Remcos RAT through DLL side-loading techniques. This method granted attackers unauthorized remote control over infected systems, enabling data exfiltration and further malicious activities. The campaign's reliance on compromised legitimate websites to host these fake CAPTCHA pages underscores the evolving nature of cyber threats and the importance of user vigilance. The SmartApeSG campaign highlights a significant shift in cybercriminal strategies, emphasizing the use of social engineering to bypass traditional security measures. The increasing prevalence of such tactics necessitates enhanced awareness and proactive security measures to mitigate the risks associated with these deceptive attack vectors.
6 months ago
Kill Chain
Exposing the Vulnerabilities in Facial Recognition Systems: A 2026 Analysis
In March 2026, cybersecurity expert Jake Moore demonstrated multiple methods to bypass facial recognition systems, highlighting significant vulnerabilities in this widely adopted technology. Utilizing modified smart glasses, Moore identified individuals in public spaces by matching their faces to online data sources in real-time. He also successfully opened a bank account using an AI-generated image, which was accepted by the bank's facial recognition and eKYC platform. Additionally, by employing real-time face swap software, Moore evaded detection by a facial recognition watchlist at a London train station. These experiments underscore the ease with which facial recognition systems can be deceived using readily available tools and techniques. The increasing reliance on facial recognition for security and authentication purposes necessitates a critical evaluation of its robustness. Moore's findings serve as a wake-up call for organizations to reassess the effectiveness of their biometric security measures and to consider implementing additional safeguards to mitigate potential exploitation.
6 months ago
Kill Chain
Brutus Integrates Sticky Keys Backdoor Detection to Strengthen RDP Security
In February 2026, Praetorian released Brutus, an open-source credential testing tool designed to automate the detection of Sticky Keys backdoors in Remote Desktop Protocol (RDP) services. The Sticky Keys backdoor is a persistence mechanism where attackers replace accessibility executables like sethc.exe with cmd.exe, allowing unauthorized system-level access via the RDP login screen. Brutus enhances security assessments by integrating this detection capability, enabling organizations to identify and remediate such vulnerabilities efficiently. ([helpnetsecurity.com](https://www.helpnetsecurity.com/2026/02/13/brutus-open-source-credential-testing-tool-offensive-security/?utm_source=openai)) The release of Brutus addresses the growing need for automated tools to detect and mitigate RDP-based backdoors, which have been exploited in various cyber attacks. By incorporating this functionality, Brutus aids security teams in proactively identifying and addressing potential entry points that could be leveraged by attackers to gain unauthorized access to systems.
6 months ago
Kill Chain
Google Chrome Zero-Day Exploits Patched in March 2026
In March 2026, Google identified and patched two high-severity zero-day vulnerabilities in its Chrome browser, tracked as CVE-2026-3909 and CVE-2026-3910. CVE-2026-3909 involved an out-of-bounds write in Skia, a 2D graphics library, while CVE-2026-3910 was an inappropriate implementation issue in the V8 JavaScript engine. Both vulnerabilities were actively exploited in the wild, allowing attackers to execute arbitrary code or crash the browser. Google released emergency updates for Windows, macOS, and Linux to address these flaws. ([malwarebytes.com](https://www.malwarebytes.com/blog/news/2026/02/update-chrome-now-zero-day-bug-allows-code-execution-via-malicious-webpages?utm_source=openai)) This incident underscores the persistent threat posed by zero-day vulnerabilities and the importance of timely software updates. Organizations should prioritize patch management and implement robust security measures to mitigate risks associated with such exploits.
6 months ago
Kill Chain
Operation Synergia III: A Landmark in Global Cybercrime Enforcement
Between July 2025 and January 2026, INTERPOL coordinated Operation Synergia III, a global initiative involving 72 countries aimed at dismantling cybercriminal infrastructures. The operation resulted in the sinkholing of 45,000 malicious IP addresses, seizure of 212 electronic devices and servers, and the arrest of 94 individuals, with an additional 110 suspects under investigation. Notable actions included the arrest of 10 individuals in Togo involved in social engineering schemes and the identification of over 33,000 phishing websites in Macau impersonating financial institutions to steal sensitive information. This operation underscores the escalating sophistication and global reach of cybercrime, highlighting the necessity for international collaboration in combating these threats. The success of Operation Synergia III demonstrates the effectiveness of coordinated efforts in disrupting cybercriminal networks and mitigating their impact on global security.
6 months ago
Kill Chain
Storm-2561's Fake VPN Client Campaign: A Wake-Up Call for Enterprise Security
In March 2026, the threat actor known as Storm-2561 launched a sophisticated campaign targeting enterprise users by distributing counterfeit VPN clients from reputable vendors such as Ivanti, Cisco, and Fortinet. Utilizing search engine optimization (SEO) poisoning, the attackers manipulated search results to direct users searching for VPN software to malicious websites that closely resembled legitimate vendor sites. Upon downloading and installing these fake VPN clients, users inadvertently installed malware designed to steal VPN credentials and configuration data, which were then exfiltrated to the attackers' infrastructure. This method allowed Storm-2561 to gain unauthorized access to corporate networks, posing significant security risks. This incident underscores a growing trend where cybercriminals exploit SEO techniques to distribute malware through seemingly legitimate channels. The use of fake enterprise applications as lures highlights the need for organizations to implement robust security measures, including user education on verifying software sources, enabling multi-factor authentication, and deploying advanced threat detection systems to mitigate such sophisticated attacks.
6 months ago
Kill Chain
Starbucks 2026 Data Breach: Credential Theft via Phishing
In early 2026, Starbucks experienced a data breach affecting 889 employees after attackers gained unauthorized access to Partner Central accounts. The breach, discovered on February 6, 2026, involved threat actors obtaining login credentials through phishing websites impersonating the Partner Central portal. Exposed information included names, Social Security numbers, dates of birth, and financial account details. Starbucks promptly initiated an investigation, notified law enforcement, and offered affected employees two years of free identity theft protection and credit monitoring services. This incident underscores the persistent threat of credential theft via phishing attacks, emphasizing the need for robust security measures and employee awareness training to prevent unauthorized access to sensitive information.
6 months ago
Kill Chain
Critical Vulnerabilities in Veeam Backup & Replication: Immediate Action Required
In January 2026, Veeam released security updates to address multiple critical vulnerabilities in its Backup & Replication software, notably CVE-2025-59470, which allows Backup or Tape Operators to perform remote code execution as the postgres user by sending malicious parameters. These flaws affect version 13.0.1.180 and earlier builds, potentially enabling unauthorized access and control over backup infrastructures. Organizations are strongly urged to apply the available patches promptly to prevent potential system compromise and data loss. ([thehackernews.com](https://thehackernews.com/2026/01/veeam-patches-critical-rce.html?utm_source=openai)) The urgency of this update is underscored by the increasing targeting of backup systems by threat actors, aiming to exploit such vulnerabilities for data exfiltration and ransomware attacks. Ensuring timely patching and adherence to security best practices is crucial to safeguard sensitive data and maintain operational integrity.
6 months ago
Kill Chain
Poland's Nuclear Research Center Successfully Defends Against Cyberattack
In March 2026, Poland's National Centre for Nuclear Research (NCBJ) successfully thwarted a cyberattack targeting its IT infrastructure. The institute's security systems and internal procedures detected the intrusion early, preventing any compromise to their systems. Notably, the MARIA reactor, Poland's sole nuclear reactor used for scientific research and medical isotope production, remained unaffected and continued to operate safely at full capacity. While the NCBJ did not attribute the attack to any specific entity, reports suggest potential involvement of Iranian actors, though investigators caution that these indicators may be deceptive. This incident underscores the escalating cyber threats faced by critical infrastructure globally, particularly in the nuclear sector. Organizations must remain vigilant, continuously enhancing their cybersecurity measures to detect and respond to such sophisticated attacks promptly.
6 months ago
Kill Chain
Authorities Dismantle SocksEscort Botnet Exploiting 369,000 IPs
In March 2026, an international law enforcement operation dismantled the SocksEscort botnet, which had infected approximately 369,000 residential routers across 163 countries since 2020. The botnet, powered by the AVrecon malware, allowed cybercriminals to route malicious internet traffic through compromised devices, facilitating large-scale fraud and other illicit activities. The operation, codenamed Operation Lightning, resulted in the seizure of 34 domains, 23 servers, and the freezing of $3.5 million in cryptocurrency assets. This takedown underscores the persistent threat posed by botnets leveraging residential devices and highlights the importance of securing home and small business routers against exploitation. The incident serves as a critical reminder for organizations and individuals to regularly update and monitor their network devices to prevent similar compromises.
6 months ago
Kill Chain
CrackArmor: Critical Vulnerabilities in Linux AppArmor Demand Immediate Attention
In March 2026, cybersecurity researchers identified nine critical vulnerabilities, collectively named 'CrackArmor,' within the Linux kernel's AppArmor module. These flaws, present since 2017, allow unprivileged users to manipulate security profiles, bypass user-namespace restrictions, and execute arbitrary code within the kernel, leading to potential root privilege escalation and compromised container isolation. The vulnerabilities affect all Linux kernels since version 4.11 on distributions integrating AppArmor, including Ubuntu, Debian, and SUSE. Immediate kernel patching is strongly advised to mitigate these risks. The disclosure of CrackArmor underscores the persistent challenges in securing kernel-level modules and the importance of timely vulnerability management. Organizations relying on AppArmor for mandatory access control should prioritize updates and review their security configurations to prevent exploitation of these flaws.
6 months ago
Kill Chain
Security Research & Insights
Security Research & Insights with human-led deep dives into campaigns and cloud-native TTPs

The Edge Device Isn't Your Last Line of Defense. It's Their First Target.

AI Trust Abuse: A Detection Engineer's Field Guide to Agent-Abuse Attacks
Aug 18, 2026

OpenAI Lost Control of Its Models. Then Anthropic Did Too. That Is Not a Coincidence.
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.

