深安科技 | 智能驱动安全

DeepX Security Testing Agent

LLM-Driven Automated API Business Logic Vulnerability Detection Platform

No.1

LLM-Based Business Intent Inference

Foundation Model deeply understands API business semantics, reasoning like a senior pentester
Automatically identifies privilege escalation, ID enumeration, and business flow tampering — logic vulnerabilities missed by traditional tools
False Positive Rate reduced by 80% compared to signature engines
No.2

Automated Test Context Construction

Automatically parses endpoint dependencies and intelligently builds multi-step test contexts
Supports session state persistence and automatic Token renewal, covering complex business flows
Test case generation efficiency improved by 10x
No.3

Efficient API Logic Vulnerability Discovery

Covers OWASP API Top10 and business logic vulnerabilities
Supports 20+ scenarios including horizontal/vertical privilege escalation, data enumeration, and payment tampering
High-severity logic vulnerability discovery rate improved by 75%
No.4

Self-Evolving Intelligent Test Cases

Continuous optimization via reinforcement learning — gets smarter with every run
Automatically aggregates historical vulnerability patterns to build an enterprise-specific testing knowledge base
100% automated regression testing

Core Platform Value

Make unknown API business risks visible before launch

Deep Business Logic Understanding
LLM infers business intent, breaking through signature matching blind spots to cover logic vulnerabilities

Automated Test Context Construction
Intelligently parses endpoint dependencies, automatically maintains session state, covers complex business flows

Precise Privilege Escalation Detection
20+ scenarios including horizontal/vertical escalation and data enumeration; discovery rate improved by 75%

Dramatically Lower False Positives
Semantic-level reasoning replaces signature matching; False Positive Rate reduced by 80% vs. traditional tools

Multiplied Testing Efficiency
Auto-generated test cases, automated regression testing, testing cycle shortened by 60%

Pre-Launch Risk Elimination
CI/CD integration — vulnerabilities discovered and fixed before launch; MTTR reduced to 30 minutes

Security Products

DeepX Security Testing Agent

LLM-Based Business Intent Inference

Automated Test Context Construction

Efficient API Logic Vulnerability Discovery

Self-Evolving Intelligent Test Cases

Core Platform Value

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