Topsec Ask Large Model System

Product Overview

Topsec Ask Large Model System is built upon years of accumulated massive, high-quality security data and utilizes a self-trained base large model. It provides capabilities such as the SkyQuest Workbench, vulnerability assessment, intelligence interpretation, alert analysis and judgment, agent management, command marketplace, knowledge management, engine management, and base model management. It helps customers build a private large model platform. By providing service interfaces to empower security analysis systems and integrate with security devices, it constructs a more intelligent security operation and protection system. This achieves goals like security concept explanation, document and log interpretation, and auxiliary alert analysis, thereby enhancing organizational security operation efficiency.

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Advantages

Self-developed Foundational Large Model

This deep neural network model, based on the Transformer architecture, employs technologies such as self-supervised learning and transfer learning. It is pre-trained on a large-scale Chinese corpus and fine-tuned using over a billion high-quality cybersecurity data points accumulated by Topsec over many years, supplemented by reinforcement learning optimization. Ultimately, this process results in a foundational large model capable of cognition, reasoning, decision-making, and evolutionary learning.

Integrated All-in-One Delivery

Utilizing a hardware-software integrated design, the entire system is made more compact and efficient, significantly simplifying the deployment process and providing customers with a more convenient and rapid user experience. Delivered through high-performance GPU hardware, it ensures robust computing power and data processing capabilities, reducing the technical challenges and time costs associated with integrating disparate software and hardware components, thereby ensuring stable system operation.

Empowering Intelligent Security Devices

It supports in-depth integration with Topsec's locally deployed big data analytics system by providing a large model service interface. This injects advanced intelligent analysis and decision-support capabilities into the big data analytics system, thereby realizing large model empowerment. As a result, the big data analytics system expands beyond its original analytical functions to encompass high-risk asset analysis, emergency alert analysis, threat intelligence analysis, critical vulnerability analysis, and more, equipping it with smarter and more precise investigative, forensic, and analytical capabilities.

Integration with DeepSeek Large Model

The system supports switching to and integrating with the DeepSeek foundational large model. This integration goes beyond mere technical combination—it represents a deep fusion and synergistic evolution between Topsec's Tianwen large model and the DeepSeek large model. Through training and optimization, the product's large model reasoning and computational capabilities are enhanced, enabling the Tianwen model to achieve qualitative breakthroughs across multiple application scenarios. These include empowering security event detection and analysis, threat intelligence fusion, and more, thereby further elevating Topsec's existing large model products and service capabilities.

Applications

Scenario Description

With the widespread application of AI technology, while an efficiency revolution has been ushered in, new types of security challenges have also emerged, making the construction of an intelligent security protection system an urgent necessity. Topsec leverages its Tianwen Large Model as the security core, integrating AI-driven security analytics engines to provide customers with an active defense system built on "monitoring, early warning, response, and protection" as an integrated framework. This system enables automated threat identification, dynamic policy optimization, and real-time risk mitigation. Through features such as an intelligent dashboard, alert insights, and AI agents, it delivers precise analysis of security incidents, attack traffic, phishing emails, as well as collaborative analysis capabilities integrated with security products. This results in enhanced quality and efficiency across all stages—risk identification, attack detection, emergency response, and security protection—driving a transformative shift in security operations from "human-led defense" to "intelligent defense."

Issues Addressed

Security Incident Analysis: Leveraging the large model, threat incidents undergo secondary analysis, correlation, filtering, and screening. Low-confidence events are eliminated to reduce false alerts, and multiple alerts from the same attack event are consolidated into a single incident, significantly improving alert noise reduction rates.
Attack Traffic Analysis: The large model performs secondary analysis on pcap traffic packets to determine whether HTTP session payloads contain malicious behavior, generating analysis reports in natural language.
Threat Intelligence Interpretation: Utilizing the threat intelligence embedded in the large model, it automatically correlates and matches intelligence information such as malware families, APT organizations, and CVE vulnerabilities.
Intelligent Alert Response: By deeply analyzing attack traffic characteristics, incident severity levels, analysis results, and the relevant network segments, the large model dynamically recommends and executes automated response measures. Combined with a real-time threat intelligence database, this enables minute-level response to attack incidents.

Value to Customers

Building a Localized and Private Security Large Model

Private deployment ensures that the model operates on the organization's internal servers, with full control over the storage, management, and usage of data. This significantly reduces the risk of data leakage to external third parties.

Building an Intelligent Security Knowledge Base

Leveraging large model technology, it associates and integrates cybersecurity knowledge from diverse sources and types to construct an integrated knowledge base comprising open-source security knowledge and enterprise-specific security knowledge. This provides essential security knowledge support for business intelligent agent applications.

Enhancing Security Operation Efficiency

It provides expert-level intelligent agents centered around security operations, covering various tasks such as security knowledge dissemination, security configuration guidance, alert triage support, emergency response guidance, and legal, regulatory, and compliance consulting. This enables 7x24 local expert services, significantly improving security operation efficiency.

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