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Prompt Injection Detector | Skills Pool

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Prompt Injection Detector

Prompt injection detection and prevention for secure LLM applications

a5c-ai575 スター2026/03/25

職業
カテゴリ: 計算化学

スキル内容

Prompt Injection Detector Skill

Capabilities

Detect prompt injection attempts
Implement input sanitization
Configure detection classifiers
Design defense layers
Implement canary token detection
Create injection logging and alerting

Target Processes

prompt-injection-defense
tool-safety-validation

Implementation Details

Detection Methods

Pattern Matching: Known injection patterns
ML Classifiers: Trained injection detectors
Canary Tokens: Detect instruction override
LLM-Based: Use LLM to detect manipulation

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Prompt Injection Detector

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作者: a5c-ai
スター: 575
更新日: 2026/03/25
職業

このページの内容

01Prompt Injection Detector Skill

Perplexity Analysis: Unusual input patterns

Defense Strategies

Input preprocessing
Prompt structure design
Output validation
Sandboxed execution
Multi-layer defense

Configuration Options

Detection threshold
Pattern rules
Classifier model
Action policies
Alerting settings

Best Practices

Defense in depth
Regular pattern updates
Monitor false positives
Test with red-team inputs

Dependencies

rebuff (optional)
transformers
Custom classifiers

02

Capabilities

03Target Processes

04Implementation Details

05Detection Methods

06Defense Strategies

07Configuration Options

08Best Practices

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