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Technical Analysis Featured

FortiBleed Attack Deep Analysis: 430K FortiGate Firewalls Compromised Exposing Network Security Supply Chain Risks

In July 2026, FortiBleed campaign disclosed: 430K FortiGate firewalls across 150 countries compromised, 110M credentials stolen, 12 ransomware deployments attributed. Simultaneously, Palo Alto GlobalProtect CVE-2026-0257 actively exploited by Qilin ransomware. This article analyzes attack chain technical details and compares six cybersecurity vendors.

VendorDeep Team Jul 21, 2026

Technical Analysis Featured

Deep Analysis of AMD Helios Rack-Scale AI System: 72x MI455X Full-Stack Architecture vs NVIDIA Vera Rubin and Google Frozen v2

On July 20-21, 2026, AMD unveiled Helios, its first full-stack rack-scale AI system with 72x MI455X GPUs (CDNA 5, 432GB HBM4, 19.6TB/s), 256-core Zen 6 EPYC Venice CPU (TSMC 2nm GAA), and Pensando Vulcano 800 NIC, delivering 2.9 Exaflops FP4. This article provides deep architectural analysis and competitive comparison with NVIDIA Vera Rubin NVL72 and Google Frozen v2.

VendorDeep Team Jul 21, 2026

Technical Analysis

Paradigm Shift in AI Security Offense and Defense Capabilities: From Auxiliary Tools to Independent Actors

AI security capabilities are shifting from auxiliary tools to independent offense/defense actors, exemplified by Claude's discovery of a critical Firefox vulnerability. This necessitates a shift to AI-driven, multi-layered automated adversarial verification architectures. Key technologies include LLM code comprehension, automated POC generation, and AI-vs-AI architectures. AI-native vendors, traditional security vendors, and cloud providers are competing with different approaches. In the mid-term, AI actors are likely to serve as 'super assistants' rather than full replacements for humans.

vendordeep Apr 14, 2026

Technical Analysis

Optical Interconnect Replacing Copper Cables: The NVIDIA Rubin Roadmap and a New Paradigm for Computing Power Expansion

<p>This report analyzes the trend of NVIDIA's future Rubin platform integrating optical interconnects to replace copper cables. It constructs a layered architecture model, exploring key technologies like NVLink optical interconnects, Co-Packaged Optics (CPO), and copper-optical hybrid architectures. A process flow illustrates data movement with optical links in distributed training. The competitive analysis highlights NVIDIA's advantages via full-stack integration and aggressive CPO roadmap but notes challenges like cost, thermal management, and open ecosystems. Key judgments suggest initial Rubin implementations will be hybrid, with optical value shifting to efficiency/density, and cost being the main adoption barrier.</p>

VendorDeep Team Apr 13, 2026

Technical Analysis Anthropic

In-Depth Technical Analysis Report: Claude Mythos and Project Glasswing

This report analyzes the four-layer AI security governance stack built by Claude Mythos and Project Glasswing. It features autonomous security agents using multimodal Transformers and reinforcement learning, hardware-accelerated privacy computing, and a standardized alliance framework for end-to-end automated defense. Key strengths are its adaptive, evolutionary defense concept and open ecosystem. Major open challenges include the RL simulation-reality gap, trust/privacy in alliance collaboration, automation accountability, and adversarial risks against the defensive AI itself.

vendordeep Apr 12, 2026

Technical Analysis Intel

Intel's AI Infrastructure Counteroffensive: A Deep Technical Analysis of the CPU+IPU Heterogeneous Architecture

This report provides a deep technical analysis of Intel's "CPU+IPU" heterogeneous architecture for AI data centers. It details how the IPU layer enables hardware offload, resource isolation/composability, and AI-optimized communications, supported by the unified OneAPI/IPDK software stack. The analysis covers technical principles, workflows, and highlights key challenges including performance validation, third-party GPU interoperability, software maturity, and the practical hurdles of deploying large-scale composable infrastructure.

VendorDeep Apr 11, 2026

Technical Analysis

RSAC 2026 Deep Dive: The Security Industry Enters the AI-Native Security Era

RSAC 2026 signals security’s shift from AI-assisted to AI-native, pivoting to governing AI behavior. AI becomes a new attack surface, and AI Agents join users, devices, and applications as the fourth entity. Market competition is shifting from point products to integrated platforms. Leading vendors are building unified control planes. The three-year roadmap: AI-enabled → AI application → AI agent → autonomous security. The core battleground is controlling AI traffic and behavior. Agent Security will emerge as a critical new category.

vendordeep Mar 28, 2026

Technical Analysis

Analysis of Campus Network Security Architecture Evolution in the Agent Era

This report analyzes campus network security’s shift in the AI agent era. Networks are evolving from “access networks” to “Agent Runtime Networks,” entering an Agent-Native phase. It proposes a three-tier model: Access Edge (agent identity), Network Edge (communication control), and Service Edge (task governance). The strategic conclusion: campus security is moving from access control to behavior control, re-establishing the campus network as the core of enterprise security infrastructure.

vendordeep Mar 26, 2026

Technical Analysis

The Future of Enterprise Networks in the AI Era

AI is transforming enterprise networks from passive infrastructure into active, intelligent platforms. This shift rests on three pillars: embedding AI into network operations, the rise of autonomous agents as primary network citizens, and a complete rethinking of security. Future networks must be intent-driven, programmable, observability-native, distributed, and sustainable. Organizations that treat the network as a strategic asset—not mere plumbing—will gain a decisive advantage in the AI era.

VendorDeep Mar 20, 2026