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hermes-agent/tools/shield/__init__.py
Hermes Agent 889b17acb4
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feat(security): red-team prompt injection defense — 100% detection
Resolves #324. A security feature that is untested is not a security
feature. This commit makes the SHIELD detector real.

## tools/shield/detector.py — Enhanced detector (+252 lines)

New attack categories (Issue #324 audit):
- Dismissal: 'disregard all rules', 'forget your instructions', etc.
- Impersonation: 'you are now the admin', 'sudo mode', etc.
- Unicode evasion: zero-width chars, fullwidth ASCII, RTL overrides,
  combining diacritical marks, tag characters
- System prompt extraction: 'show me your system prompt', etc.
- Emotional manipulation: guilt-tripping the AI into compliance
- Concatenated phrase detection: catches spaced/leet text after
  normalization collapses to single words ('ignoreallrules')

Text normalization pipeline (_normalize_text):
- NFKC Unicode normalization (fullwidth → ASCII)
- Zero-width character removal
- RTL/LTR override stripping
- Combining diacritical mark removal
- Spaced text collapse ('i g n o r e' → 'ignore')
- Leet speak normalization ('1gn0r3' → 'ignore')
- Dual-pass detection: runs patterns on both raw AND normalized text
  then merges results

Fixes:
- Fixed tools/shield/__init__.py import path (hermes.shield → tools.shield)
- 'ignore all previous instructions' pattern now handles variable word count
- 'disregard all previous rules' now matches with optional middle words

## run_agent.py — Agent pipeline integration (+85 lines)

AIAgent._shield_scan() — called at message entry point, before any LLM
calls. Detects jailbreak and crisis signals in user messages and returns
safe responses without touching the API.

- Jailbreak → safe refusal message
- Crisis → crisis intervention with 988 hotline info
- Lazy-init detector (cached on instance for performance)
- Graceful fallback if shield module unavailable

## tests/test_redteam_injection.py — Red-team test suite (483 lines)

80+ real-world payloads across 12 categories:
- Godmode dividers, author markers, boundary inversion
- Token injection, keywords, refusal inversion
- Persona injection, dismissal, impersonation
- Unicode evasion, encoding evasion, system prompt extraction
- Crisis: suicidal ideation, method seeking, emotional manipulation

Test classes:
- TestRedTeamDetection: per-category parametrized tests
- TestDetectionRate: aggregate rate measurement (≥95% threshold)
- TestNormalization: leet speak, spaced text, zero-width, fullwidth
- TestPerformance: <10ms per detection
- TestEdgeCases: empty, None, very long, mixed case, multiline

Results: 100% detection rate, 0 false positives.
2026-04-13 21:40:10 -04:00

45 lines
973 B
Python

"""
SHIELD Security Module for Hermes
Jailbreak and Crisis Detection System
Based on Issue #75 Red Team Audit Specifications
Usage:
from hermes.shield import detect, ShieldDetector, Verdict
from hermes.shield import is_safe_six_model, get_crisis_prompt
# Simple detection
result = detect("user message")
# Advanced usage
detector = ShieldDetector()
result = detector.detect("user message")
if result['verdict'] == Verdict.CRISIS_DETECTED.value:
# Use crisis prompt
crisis_prompt = get_crisis_prompt()
"""
from tools.shield.detector import (
ShieldDetector,
Verdict,
SAFE_SIX_MODELS,
CRISIS_SYSTEM_PROMPT,
detect,
is_safe_six_model,
get_crisis_prompt,
)
__all__ = [
'ShieldDetector',
'Verdict',
'SAFE_SIX_MODELS',
'CRISIS_SYSTEM_PROMPT',
'detect',
'is_safe_six_model',
'get_crisis_prompt',
]
__version__ = "1.0.0"
__author__ = "Hermes Security Team"