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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 325 to 336 of 5035
Coca-Cola's Fairlife Ransomware Attack Disrupts U.S. Production
In July 2026, The Coca-Cola Company's subsidiary, Fairlife, experienced a ransomware attack that led to unauthorized access to its production-related systems. This breach resulted in the temporary suspension of Fairlife's U.S. production operations. Upon detection, Coca-Cola promptly activated its incident response and business continuity protocols, engaged external cybersecurity experts, and notified law enforcement. The company confirmed that product quality and safety remained unaffected, and Canadian production facilities continued operations without disruption. This incident underscores the escalating threat of ransomware attacks targeting critical infrastructure and supply chains. Organizations must enhance their cybersecurity measures to protect against such disruptions, which can have significant operational and financial repercussions.
2 weeks ago
Kill Chain
GoSerpent Backdoor: A Persistent Threat to Southeast Asian Governments
The GoSerpent campaign is a sophisticated, multi-stage attack targeting government and diplomatic entities in Southeast Asia since at least 2021, with evolved variants deployed through 2026. The Go-based GoSerpent backdoor establishes persistent access and deploys ThumbcacheService for document collection, Mimikatz and QuarksDumpLocalHash for credential dumping, and later stages use Stowaway RAT and TmcLoader/TmcPayload to exfiltrate collected data via network shares using stolen credentials. The tight integration between collection, credential theft, and exfiltration components demonstrates advanced operational planning and long-term intelligence gathering objectives.
2 weeks ago
Kill Chain
HelloNet APT Campaign: Exploiting ViPNet Updates in 2026
In May 2026, a sophisticated Advanced Persistent Threat (APT) campaign named 'HelloNet' targeted major Russian organizations across sectors such as government, energy, transport, education, and logistics. Attackers exploited the ViPNet update system, a software suite for creating secure networks, to deploy malicious modules. By leveraging DLL Sideloading techniques, they achieved persistence and executed payloads that facilitated reconnaissance and data exfiltration. The campaign remains active, posing significant risks to affected entities. ([securelist.ru](https://securelist.ru/tr/hellonet-vipnet/116327/?utm_source=openai)) This incident underscores the growing trend of supply chain attacks, where trusted software update mechanisms are hijacked to distribute malware. Organizations must enhance their security postures by implementing robust monitoring of software updates and employing advanced threat detection systems to mitigate such risks.
2 weeks ago
Kill Chain
Scattered Spider Hackers Sentenced for 2024 TfL Cyberattack
Between August 31 and September 3, 2024, Transport for London (TfL) experienced a significant cyberattack orchestrated by the Scattered Spider hacking group. The attackers, Thalha Jubair and Owen Flowers, exploited social engineering techniques to infiltrate TfL's network, leading to the compromise of personal data belonging to approximately 10 million customers. The breach resulted in substantial operational disruptions, including the inoperability of 148 systems and the necessity for all 27,000 employees to reset their passwords in person. The financial impact was severe, with losses and recovery costs totaling £29 million. ([nationalcrimeagency.gov.uk](https://www.nationalcrimeagency.gov.uk/news/cyber-criminals-who-hacked-into-transport-for-londons-computer-network-are-convicted?utm_source=openai)) This incident underscores the escalating threat posed by sophisticated cybercriminal groups employing advanced social engineering tactics. Organizations must prioritize robust cybersecurity measures, including comprehensive employee training and the implementation of phishing-resistant multi-factor authentication, to mitigate the risks associated with such attacks.
2 weeks ago
Kill Chain
Iran's AI-Enhanced Asymmetric Warfare in 2026
Between January and June 2026, Iran leveraged artificial intelligence (AI) to enhance its longstanding hybrid warfare model, blending asymmetric military operations, cyber operations, information warfare, proxy attacks, and coercive state control. AI acted as a force multiplier, increasing the speed, scale, and effectiveness of Iranian operations. This strategic use of AI enabled Iran to compensate for conventional military and economic disadvantages, improving its cyber capabilities, accelerating propaganda production, and expanding the reach of information campaigns. ([intelligentciso.com](https://www.intelligentciso.com/2026/07/16/recorded-future-examines-irans-growing-use-of-ai-in-cyber-operations/?utm_source=openai)) The integration of AI into Iran's asymmetric tactics underscores the evolving nature of cyber threats, highlighting the need for organizations to bolster defenses against AI-enhanced operations. This development reflects a broader trend of state actors utilizing AI to amplify their cyber and information warfare capabilities, posing elevated risks to critical infrastructure and vital industries. ([intelligentciso.com](https://www.intelligentciso.com/2026/07/16/recorded-future-examines-irans-growing-use-of-ai-in-cyber-operations/?utm_source=openai))
2 weeks ago
Kill Chain
Outdated UEFI Bootloaders Pose Security Risks
In July 2026, researchers identified 11 outdated UEFI shim bootloaders, all signed by Microsoft, that remained trusted components within the Secure Boot framework. These bootloaders, versions 0.9 and earlier, lacked modern security protections and could be exploited by attackers to bypass Secure Boot, allowing the execution of malicious code during the boot process and establishing persistent access below the operating system level. Microsoft addressed the issue by revoking these vulnerable bootloaders in June 2026 through Secure Boot revocation updates. However, systems that have not applied these updates remain susceptible to boot-level attacks, as the revoked shims continue to be trusted on unpatched machines. This incident underscores the critical importance of timely firmware updates and the need for organizations to maintain vigilance over the security of their boot processes to prevent potential exploits.
2 weeks ago
Kill Chain
Spanish Authorities Dismantle €140 Million Cyber Fraud Network
In July 2026, Spanish National Police dismantled a cybercrime network responsible for defrauding victims of approximately €140 million through various schemes, including man-in-the-middle attacks, CEO impersonation scams, and fake investment platforms. The operation led to the arrest of four key individuals across Spain, Portugal, and Panama, and the seizure of 15 computers and over 170 smartphones. Authorities also froze €3 million in illicit funds, which were returned to victims. The network utilized a complex money laundering apparatus involving 19 registered companies and nearly 1,000 financial accounts to conceal the origins of the stolen funds. This incident underscores the evolving sophistication of cybercriminal organizations and the necessity for robust cybersecurity measures. The use of advanced social engineering tactics and complex financial networks highlights the importance of international cooperation in combating cybercrime.
2 weeks ago
Kill Chain
Identity Attacks Surpass Exploits as Leading Ransomware Cause in 2026
In 2026, identity-based attacks emerged as the leading cause of ransomware incidents, surpassing traditional vulnerability exploits. According to Sophos' State of Ransomware 2026 report, malicious emails (26%) and phishing (24%) accounted for half of all ransomware attack vectors, while exploited vulnerabilities declined to 18%. Notably, 67% of victims identified the ransomware attack as their most significant identity-related breach of the year. Despite the deployment of multifactor authentication (MFA) in 97% of credential-based attacks, these measures failed to prevent compromises, highlighting gaps in implementation and the evolving sophistication of attackers. This shift underscores the critical need for organizations to enhance their identity security frameworks. The prevalence of identity-driven attacks necessitates a reevaluation of current security protocols, emphasizing advanced email filtering, comprehensive MFA deployment, and regular phishing awareness training to mitigate the rising threat landscape.
2 weeks ago
Kill Chain
Zoom Addresses Critical Windows Vulnerability CVE-2026-53412
In July 2026, Zoom addressed a critical vulnerability (CVE-2026-53412) in its Windows clients, including Zoom Desktop Client, Zoom VDI Client, and Zoom Meeting SDK. This flaw, stemming from improper input validation, could allow unauthenticated attackers to take over user accounts via network access. The vulnerability received a CVSS score of 9.8, indicating its severity. Users are urged to update to the latest versions to mitigate this risk. The incident underscores the importance of timely software updates and robust input validation practices. With the increasing reliance on virtual communication platforms, such vulnerabilities pose significant risks to user security and privacy. Organizations must remain vigilant and proactive in applying security patches to prevent potential exploits.
2 weeks ago
Kill Chain
OpenAI's GPT-Red: Revolutionizing AI Security with Automated Prompt Injection Testing
In July 2026, OpenAI unveiled GPT-Red, an internal AI model designed to autonomously identify and exploit prompt injection vulnerabilities within its own AI systems. This initiative aims to proactively detect and mitigate security flaws before deployment. GPT-Red demonstrated a remarkable success rate, identifying vulnerabilities in 84% of test scenarios, significantly outperforming human red-teamers who achieved a 13% success rate. The model employs self-play reinforcement learning, continuously refining its attack strategies to uncover weaknesses that might be overlooked by human testers. This proactive approach underscores OpenAI's commitment to enhancing the robustness and security of its AI models. The introduction of GPT-Red highlights the escalating sophistication of AI-driven security testing. As AI systems become more integrated into critical applications, the ability to autonomously identify and address vulnerabilities is crucial. This development also reflects a broader industry trend towards leveraging AI for cybersecurity, emphasizing the need for continuous innovation to stay ahead of emerging threats.
2 weeks ago
Kill Chain
CISA Highlights Critical Vulnerabilities in Latest KEV Catalog Update
On July 15, 2026, the Cybersecurity and Infrastructure Security Agency (CISA) added two vulnerabilities to its Known Exploited Vulnerabilities (KEV) Catalog: CVE-2023-4346 and CVE-2026-46817. CVE-2023-4346 pertains to the KNX Protocol's overly restrictive account lockout mechanism, potentially allowing attackers to purge devices and set unauthorized keys. CVE-2026-46817 affects Oracle E-Business Suite's Payments component, enabling unauthenticated attackers to compromise the system via HTTP, leading to potential full system takeover. Both vulnerabilities pose significant risks to federal enterprises and have been actively exploited. The inclusion of these vulnerabilities in the KEV Catalog underscores the persistent threat posed by unpatched systems. Organizations are urged to prioritize remediation efforts, especially for vulnerabilities known to be actively exploited, to mitigate potential breaches and maintain system integrity.
2 weeks ago
Kill Chain
Critical Unpatched Flaw in Shark Vacuums Highlights IoT Security Risks
In July 2026, a critical security vulnerability was discovered in Shark RV2320EDUS robot vacuums, allowing attackers to remotely execute commands on other Shark vacuums within the same AWS region. By extracting the device certificate from the vacuum's flash storage, an attacker could gain root access to other devices, enabling actions such as controlling the vacuum's movements, accessing onboard cameras, retrieving home maps, and obtaining Wi-Fi credentials in plaintext. The flaw was reported to SharkNinja in March 2026 but remained unpatched as of the disclosure. This incident underscores the escalating risks associated with IoT devices, particularly those with inadequate security configurations. The ability to exploit a single device to compromise an entire network of similar devices highlights the urgent need for robust security measures in IoT device design and deployment.
2 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.
