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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 5209 to 5220 of 5299
Apple’s 2025 Zero-Day Puts iOS & macOS Security in Spotlight: What You Need to Know
In September 2025, Apple issued urgent patches for iOS, iPadOS, and macOS in response to several critical vulnerabilities, with CVE-2025-43300 standing out due to active exploitation in sophisticated targeted attacks. The vulnerability, affecting the ImageIO component, enabled attackers to compromise devices by processing malicious image files, potentially resulting in memory corruption and enabling unauthorized access or control. Previous patches were limited to the latest OS versions, leaving older systems exposed until this coordinated rollout addressed those gaps. Apple further backported fixes to supported older releases to mitigate the heightened risk of exploitation. This incident underscores an accelerating wave of zero-day vulnerabilities leveraged in real-world attacks, highlighting the persistent threats facing major software ecosystems like Apple’s. The discovery and rapid backporting response reflects mounting regulatory and industry pressure to quickly secure even legacy platforms and close compliance gaps.
7 months ago
Kill Chain
npm’s Largest Supply Chain Compromise: Phishing and the Fragility of Open Source Security
In June 2024, a major npm supply chain compromise saw attackers inject malicious code into 18 highly popular JavaScript packages, including chalk and debug, which together accounted for over 2.6 billion weekly downloads. The breach began with a successful phishing attack targeting a package maintainer, resulting in the theft of two-factor authentication credentials. Threat actors quickly published backdoored versions of affected packages, which were downloaded millions of times in minutes before rapid detection and disclosure limited the fallout. The immediate financial losses were low, with only minimal amounts of cryptocurrency stolen, but the operational impact included widespread remediation efforts across thousands of organizations dependent on these open-source assets. This incident exemplifies the growing risk and frequency of supply chain attacks leveraging compromised maintainers and rapid malware propagation in software registries. It highlights the urgent need for enhanced account security, ecosystem-level safeguards, and improved transparency, as such compromises are increasingly targeted by sophisticated actors and threaten the core trust mechanisms of modern digital infrastructure.
7 months ago
Kill Chain
Phoenix Attack Bypasses DDR5 Rowhammer Defenses in 2025
In September 2025, researchers from ETH Zurich and Google disclosed the 'Phoenix' attack—a novel Rowhammer-based hardware vulnerability that successfully bypasses the Target Row Refresh (TRR) defenses in popular DDR5 memory chips, specifically targeting modules from market leader SK Hynix. By exploiting specific shortcomings in TRR’s sampling intervals and synchronizing access over precise refresh cycles, the Phoenix attack can reliably induce bit flips in physical memory. In controlled tests, the attack enabled researchers to gain root-level privileges on commodity systems in under two minutes, expose sensitive cryptographic keys across virtual machines, and manipulate binaries such as sudo for rapid local privilege escalation. The vulnerability, now tracked as CVE-2025-6202, impacts DDR5 modules manufactured between January 2021 and December 2024, posing industry-wide risk since current mitigations are ineffective for existing hardware. This incident stands out as it revives concerns over hardware-level attacks that are resistant to conventional software security solutions. As threats like Phoenix emerge, it highlights the rapid evolution of side-channel and privilege-escalation techniques even in the face of new hardware protections, underlining the pressing need for industry collaboration and innovation on memory security standards.
7 months ago
Kill Chain
Malicious MCP Servers: How AI Supply Chain Integrations Were Weaponized in 2024
In early 2024, security researchers uncovered a novel supply chain attack exploiting the Model Context Protocol (MCP), an emerging integration layer for AI assistants. Attackers published seemingly legitimate MCP servers on public repositories such as PyPI, which, once installed by developers, silently harvested sensitive credentials, SSH keys, cloud configs, and API secrets. Data exfiltration was cleverly disguised as benign HTTP requests to plausible endpoints, while the malicious packages mimicked real productivity tools, evading both user scrutiny and common detection mechanisms. This attack leveraged implicit trust in third-party AI extensions, exposing a major blind spot for organizations integrating AI into development workflows. This breach reflects a growing trend where adversaries weaponize trusted AI integration points, mirroring techniques seen in Open Source and DevOps supply chain compromises. As enterprise AI adoption accelerates, similar threats targeting protocol-level integration, plugin ecosystems, and shadow AI deployments are expected to rise, intensifying regulatory and governance pressures around software supply chain security.
7 months ago
Kill Chain
Salesloft GitHub Compromise: How a 2025 Supply-Chain Attack Rippled Across 22 Companies
In mid-2025, Salesloft disclosed a significant data breach stemming from a compromise of its GitHub account linked to its Drift application. The incident was investigated by Mandiant, which attributed the activity to the threat actor group UNC6395. Attackers maintained unauthorized access from March through June 2025, enabling them to pivot laterally and potentially compromise sensitive code, data, and operational assets. The breach's supply-chain nature led to downstream impacts, reportedly affecting at least 22 distinct organizations that relied on the compromised software or APIs. This breach highlights the persistent risk posed by supply-chain compromises and stolen developer credentials within cloud ecosystems. With threat actors increasingly targeting development tools and identity-driven pipelines, organizations face mounting regulatory and operational urgency to remediate authentication weaknesses and enforce segmenting policies across their CI/CD toolchains.
7 months ago
Kill Chain
Bridgestone Americas 2024 Cyberattack Disrupts North American Manufacturing
In early 2024, Bridgestone Americas, a leading tire manufacturer, experienced a cyberattack that impacted several of its North American manufacturing plants. The incident led to operational disruptions, with reports confirming at least one plant in Quebec suspending activity. Bridgestone acted promptly, implementing its established cyber incident response protocols and containing the breach while launching a forensic investigation to determine the incident's scope. According to statements from company officials and local authorities, no employee or customer data was reported compromised, and business operations have largely returned to normal as of the latest updates. This attack highlights how IT/OT convergence in manufacturing continues to expose critical infrastructure to cyber threats, even in the absence of clear threat actor attribution or significant data loss. The event underscores the rising necessity for robust east-west security controls and rapid response capabilities within industrial environments facing increasing cyber risk.
7 months ago
Kill Chain
How Stark Industries Evaded EU Sanctions: The Persistence of Bulletproof Hosts in 2025
In May 2025, Stark Industries Solutions Ltd.—a notorious bulletproof hosting provider closely linked to Russian cyberattacks and disinformation—was placed under EU financial sanctions, alongside its Moldova-based conduits and owners. Despite these efforts, Stark rapidly rebranded as the[.]hosting, shifted its assets to new legal entities (including Dutch-based WorkTitans BV and Moldova's PQ Hosting Plus S.R.L.), and maintained operational infrastructure with covert support from providers like MIRhosting. Investigations revealed continued operations and asset management by the original threat actors, rendering the sanctions ineffective and allowing persistent delivery of DDoS campaigns, Russian-language proxy services, and malware with minimal disruption. This incident highlights the sophisticated resilience and adaptability of bulletproof hosting operations, as well as the challenges for regulators attempting to curtail nation-state-aligned cyber infrastructure. Similar evasion techniques—including cross-border asset transfers and complex corporate rebranding—are on the rise, escalating pressure on global cybersecurity, law enforcement, and compliance efforts.
7 months ago
Kill Chain
Inside the 2025 Salesloft Drift SaaS Supply Chain Breach: Lessons in Token Management
In early 2025, a significant supply chain breach occurred when threat actor UNC6395 exploited a dormant OAuth token from a third-party Salesloft Drift integration within a Salesforce environment. Leveraging the compromised token—which bypassed MFA—the attacker launched automated connections from multiple unknown VPNs, enumerating CRM accounts and exfiltrating customer data, including embedded credentials. This enabled lateral movement, granting persistent, unauthorized access to hundreds of downstream client Salesforce instances and facilitating privilege escalation into additional systems via harvested secrets. The incident underscores an urgent trend of attackers exploiting inadequately governed third-party integrations, token sprawl, and absent monitoring. With growing SaaS adoption and rising API-driven architectures, identity-driven supply chain attacks have become top risks, accelerating regulatory scrutiny and industry demand for automated token hygiene, lifecycle management, and more rigorous third-party security postures.
7 months ago
Kill Chain
Salesloft Drift OAuth Breach Compromises Salesforce: 2025 Supply Chain Attack Analysis
In August 2025, a supply chain attack leveraging the Salesloft Drift integration was used to compromise customer Salesforce instances. Threat actors exploited compromised OAuth credentials between August 8-18, enabling them to perform automated, high-volume data exfiltration from sensitive Salesforce objects such as Account, Contact, Case, and Opportunity records. Following exfiltration, the attackers reportedly scanned acquired data for credentials and leveraged anti-forensic tactics, including deletion of query logs, to obscure their activities. Salesloft promptly revoked all relevant tokens and notified impacted customers, while security teams advised immediate credential rotations and log investigation for signs of compromise. This incident spotlights the risks associated with third-party SaaS integrations and highlights the sophistication of attackers targeting popular business platforms. As OAuth-based attacks and API exploitations become more common, organizations must enhance supply chain monitoring, review privilege access, and adopt zero trust principles to mitigate similar breaches.
7 months ago
Kill Chain
2025 Salesforce Supply Chain Breach Unveiled: UNC6040 and UNC6395’s Advanced OAuth Attacks
In mid-2025, cybercriminal threat clusters UNC6040 and UNC6395 launched coordinated attacks targeting the Salesforce environments of major global enterprises, leveraging supply chain compromises, OAuth token abuse, and social engineering tactics. Attackers tricked employees into authorizing malicious OAuth apps or exploited stolen access tokens, enabling mass data exfiltration from Salesforce—including sensitive 'Accounts', 'Contacts', and support case records containing credentials and cloud secrets. Stolen information was subsequently used by the ShinyHunters extortion group for ransom threats and further infiltrations, impacting organizations such as Google, Cisco, Adidas, and major cybersecurity firms. This incident exemplifies a growing wave of attacks exploiting trusted third-party platforms and identity federation weaknesses to compromise cloud SaaS data at scale. The sophisticated multi-stage approach highlights urgent risks related to SaaS supply chains, the need for robust OAuth governance, and increased vigilance toward privilege escalation via indirect access vectors.
7 months ago
Kill Chain
Gentlemen Ransomware Exploits Vulnerable Driver to Disable Enterprise Security (2024)
In early 2024, the Gentlemen ransomware group executed a sophisticated attack leveraging a vulnerable version of the ThrottleStop.sys driver to disable antivirus and endpoint detection and response (EDR) systems. By exploiting this signed but flawed driver, the attackers were able to gain kernel-level privileges, terminate security defenses, and deploy ransomware effectively across targeted organizations. The impact resulted in rapid file encryption, significant operational disruption, and increased ransom demands as incident response capabilities were bypassed. This incident highlights the growing trend of ransomware operators abusing trusted, vulnerable drivers to evade security controls. The ease with which attackers weaponize driver vulnerabilities underscores the urgent need for organizations to enhance driver and device control, patch management, and implement Zero Trust security strategies.
7 months ago
Kill Chain
SonicWall Firewalls Under Siege: Akira Ransomware Exploits CVE-2024-40766
Between July and August 2024, Akira ransomware affiliates targeted SonicWall firewall devices by exploiting CVE-2024-40766, a vulnerability in the SSL VPN protocol, combined with widespread configuration errors. Despite the availability of patches, attackers successfully accessed devices where remediation steps such as local password resets after firmware upgrades and proper multi-factor authentication (MFA) implementation were neglected. These campaigns leveraged misconfigured LDAP group permissions and compromised credentials to gain initial access, enabling Akira to steal sensitive data and encrypt systems across numerous organizations. The resulting attacks led to data theft, system downtime, and expensive ransom demands, with impacts observed globally, including within Australia. Akira’s ongoing surge illustrates the growing sophistication and persistence of ransomware groups in targeting both unpatched and improperly configured perimeter devices. This attack wave highlights the critical need for organizations to not only apply security patches promptly but to rigorously follow up with secure configuration and identity management measures to prevent operational and financial losses.
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.
