| { |
| "safety_framework": { |
| "model_name": "Helion-V1.5-XL", |
| "version": "1.5", |
| "safety_protocol_version": "2.1.0", |
| "last_updated": "2024-11-01", |
| "compliance_standards": [ |
| "AI Safety Standards v3.2", |
| "Responsible AI Guidelines", |
| "EU AI Act Compliance", |
| "NIST AI Risk Management Framework" |
| ] |
| }, |
| |
| "content_filtering": { |
| "input_filters": { |
| "enabled": true, |
| "severity_levels": ["low", "medium", "high", "critical"], |
| |
| "toxicity_detection": { |
| "enabled": true, |
| "threshold": 0.75, |
| "model": "detoxify-unbiased", |
| "categories": [ |
| "toxicity", |
| "severe_toxicity", |
| "obscene", |
| "threat", |
| "insult", |
| "identity_attack", |
| "sexual_explicit" |
| ], |
| "action_on_detection": "block_with_warning", |
| "log_violations": true |
| }, |
| |
| "harmful_content_detection": { |
| "enabled": true, |
| "categories": { |
| "violence": { |
| "enabled": true, |
| "threshold": 0.8, |
| "subcategories": ["graphic_violence", "self_harm", "weapons"] |
| }, |
| "hate_speech": { |
| "enabled": true, |
| "threshold": 0.85, |
| "subcategories": ["racism", "sexism", "homophobia", "religious_intolerance"] |
| }, |
| "harassment": { |
| "enabled": true, |
| "threshold": 0.8, |
| "subcategories": ["bullying", "doxxing", "stalking"] |
| }, |
| "illegal_activities": { |
| "enabled": true, |
| "threshold": 0.9, |
| "subcategories": ["drug_manufacturing", "fraud", "hacking", "terrorism"] |
| }, |
| "sexual_content": { |
| "enabled": true, |
| "threshold": 0.85, |
| "subcategories": ["adult_content", "child_safety", "exploitation"] |
| }, |
| "misinformation": { |
| "enabled": true, |
| "threshold": 0.7, |
| "subcategories": ["health_misinfo", "election_misinfo", "conspiracy_theories"] |
| } |
| } |
| }, |
| |
| "pii_detection": { |
| "enabled": true, |
| "entities": [ |
| "email_address", |
| "phone_number", |
| "ssn", |
| "credit_card", |
| "ip_address", |
| "home_address", |
| "passport_number", |
| "driver_license", |
| "bank_account" |
| ], |
| "action": "redact_and_warn", |
| "replacement_token": "[REDACTED]" |
| }, |
| |
| "prompt_injection_detection": { |
| "enabled": true, |
| "detection_methods": [ |
| "pattern_matching", |
| "semantic_analysis", |
| "adversarial_detection" |
| ], |
| "patterns": [ |
| "ignore previous instructions", |
| "disregard safety guidelines", |
| "bypass filters", |
| "jailbreak", |
| "pretend you are" |
| ], |
| "action": "block", |
| "log_attempts": true |
| } |
| }, |
| |
| "output_filters": { |
| "enabled": true, |
| |
| "content_moderation": { |
| "enabled": true, |
| "scan_generated_text": true, |
| "real_time_filtering": true, |
| "categories": [ |
| "toxicity", |
| "bias", |
| "factual_accuracy", |
| "harmful_instructions", |
| "sensitive_topics" |
| ] |
| }, |
| |
| "hallucination_detection": { |
| "enabled": true, |
| "confidence_threshold": 0.6, |
| "fact_checking": { |
| "enabled": true, |
| "sources": ["knowledge_base", "external_verification"], |
| "uncertainty_markers": true |
| }, |
| "action": "flag_uncertain_content" |
| }, |
| |
| "bias_mitigation": { |
| "enabled": true, |
| "monitored_dimensions": [ |
| "gender", |
| "race", |
| "ethnicity", |
| "religion", |
| "age", |
| "disability", |
| "sexual_orientation", |
| "socioeconomic_status" |
| ], |
| "debiasing_technique": "counterfactual_augmentation", |
| "fairness_metrics": ["demographic_parity", "equalized_odds"] |
| } |
| } |
| }, |
| |
| "behavioral_safeguards": { |
| "refusal_mechanisms": { |
| "enabled": true, |
| "refusal_categories": { |
| "illegal_content": { |
| "priority": "critical", |
| "examples": [ |
| "child exploitation material", |
| "terrorism planning", |
| "illegal drug synthesis", |
| "malware creation", |
| "fraud schemes" |
| ], |
| "refusal_message": "I cannot assist with illegal activities or harmful content." |
| }, |
| "dangerous_instructions": { |
| "priority": "high", |
| "examples": [ |
| "self-harm guidance", |
| "weapon manufacturing", |
| "explosive creation", |
| "dangerous medical advice", |
| "poisoning methods" |
| ], |
| "refusal_message": "I cannot provide instructions that could cause harm." |
| }, |
| "unethical_requests": { |
| "priority": "high", |
| "examples": [ |
| "plagiarism assistance", |
| "exam cheating", |
| "impersonation", |
| "manipulation tactics", |
| "deceptive content" |
| ], |
| "refusal_message": "I cannot help with unethical activities." |
| }, |
| "privacy_violations": { |
| "priority": "high", |
| "examples": [ |
| "doxxing", |
| "surveillance tactics", |
| "data scraping", |
| "unauthorized access", |
| "identity theft" |
| ], |
| "refusal_message": "I cannot assist with privacy violations." |
| } |
| }, |
| |
| "graceful_degradation": { |
| "enabled": true, |
| "provide_alternatives": true, |
| "explanation_level": "detailed", |
| "redirect_to_safe_topics": true |
| } |
| }, |
| |
| "Constitutional_AI_principles": { |
| "enabled": true, |
| "principles": [ |
| { |
| "id": "harmlessness", |
| "description": "Avoid generating harmful, dangerous, or toxic content", |
| "weight": 1.0, |
| "enforcement": "hard_constraint" |
| }, |
| { |
| "id": "helpfulness", |
| "description": "Provide useful, accurate, and relevant information", |
| "weight": 0.9, |
| "enforcement": "soft_constraint" |
| }, |
| { |
| "id": "honesty", |
| "description": "Be truthful and acknowledge uncertainty when appropriate", |
| "weight": 0.95, |
| "enforcement": "hard_constraint" |
| }, |
| { |
| "id": "privacy", |
| "description": "Protect user privacy and sensitive information", |
| "weight": 1.0, |
| "enforcement": "hard_constraint" |
| }, |
| { |
| "id": "fairness", |
| "description": "Treat all users and groups equitably without discrimination", |
| "weight": 0.95, |
| "enforcement": "soft_constraint" |
| }, |
| { |
| "id": "transparency", |
| "description": "Be clear about capabilities and limitations", |
| "weight": 0.85, |
| "enforcement": "soft_constraint" |
| } |
| ] |
| }, |
| |
| "context_awareness": { |
| "enabled": true, |
| "age_appropriateness": { |
| "detect_minor_users": true, |
| "content_filtering_level": "strict", |
| "educational_mode": true |
| }, |
| "cultural_sensitivity": { |
| "enabled": true, |
| "regional_adaptations": true, |
| "offensive_content_detection": true |
| }, |
| "professional_context": { |
| "detect_professional_use": true, |
| "enhanced_accuracy_mode": true, |
| "disclaimer_generation": true |
| } |
| } |
| }, |
| |
| "adversarial_robustness": { |
| "jailbreak_prevention": { |
| "enabled": true, |
| "detection_layers": [ |
| "input_analysis", |
| "intention_classification", |
| "semantic_understanding", |
| "output_validation" |
| ], |
| "common_techniques_blocked": [ |
| "role_play_exploits", |
| "hypothetical_scenarios", |
| "translation_attacks", |
| "encoding_attacks", |
| "multi_turn_manipulation", |
| "social_engineering", |
| "authority_impersonation" |
| ], |
| "adaptive_defense": true, |
| "continuous_learning": true |
| }, |
| |
| "prompt_injection_defense": { |
| "enabled": true, |
| "input_sanitization": true, |
| "instruction_hierarchy": { |
| "system_instructions_priority": 1, |
| "user_instructions_priority": 2, |
| "conflict_resolution": "prioritize_safety" |
| }, |
| "delimiter_enforcement": true, |
| "context_isolation": true |
| }, |
| |
| "adversarial_examples": { |
| "detection_enabled": true, |
| "defense_mechanisms": [ |
| "input_perturbation_detection", |
| "semantic_similarity_check", |
| "adversarial_training_robustness" |
| ], |
| "response_strategy": "conservative_generation" |
| } |
| }, |
| |
| "monitoring_and_auditing": { |
| "real_time_monitoring": { |
| "enabled": true, |
| "metrics": [ |
| "safety_violation_rate", |
| "refusal_rate", |
| "harmful_content_detection", |
| "bias_incidents", |
| "pii_exposure_attempts" |
| ], |
| "alert_thresholds": { |
| "critical_violations_per_hour": 5, |
| "high_severity_violations_per_hour": 20, |
| "unusual_pattern_detection": true |
| } |
| }, |
| |
| "audit_logging": { |
| "enabled": true, |
| "log_retention_days": 90, |
| "logged_events": [ |
| "safety_violations", |
| "content_filtering_triggers", |
| "refusal_events", |
| "pii_redactions", |
| "jailbreak_attempts", |
| "adversarial_inputs" |
| ], |
| "anonymization": true, |
| "encryption": "AES-256" |
| }, |
| |
| "incident_response": { |
| "enabled": true, |
| "severity_levels": { |
| "critical": { |
| "response_time_minutes": 5, |
| "actions": ["immediate_block", "alert_team", "log_incident"], |
| "escalation": true |
| }, |
| "high": { |
| "response_time_minutes": 15, |
| "actions": ["block", "alert_team", "log_incident"], |
| "escalation": true |
| }, |
| "medium": { |
| "response_time_minutes": 60, |
| "actions": ["warn", "log_incident"], |
| "escalation": false |
| }, |
| "low": { |
| "response_time_minutes": 240, |
| "actions": ["log_incident"], |
| "escalation": false |
| } |
| } |
| }, |
| |
| "reporting": { |
| "enabled": true, |
| "report_frequency": "weekly", |
| "metrics_tracked": [ |
| "total_interactions", |
| "safety_violations", |
| "filter_effectiveness", |
| "false_positive_rate", |
| "user_reports", |
| "model_improvements" |
| ], |
| "stakeholder_reports": true |
| } |
| }, |
| |
| "user_controls": { |
| "safety_level_adjustment": { |
| "enabled": true, |
| "levels": { |
| "strict": { |
| "description": "Maximum safety, minimal risk", |
| "use_case": "children, educational environments", |
| "filter_sensitivity": 0.9 |
| }, |
| "moderate": { |
| "description": "Balanced safety and utility", |
| "use_case": "general public, default setting", |
| "filter_sensitivity": 0.75 |
| }, |
| "permissive": { |
| "description": "Professional use, research contexts", |
| "use_case": "verified professionals, research", |
| "filter_sensitivity": 0.6, |
| "requires_authentication": true |
| } |
| }, |
| "default_level": "moderate" |
| }, |
| |
| "content_preferences": { |
| "enabled": true, |
| "customizable_filters": [ |
| "profanity", |
| "violence", |
| "adult_themes", |
| "political_content", |
| "religious_content" |
| ], |
| "user_blacklists": true, |
| "topic_restrictions": true |
| }, |
| |
| "feedback_mechanisms": { |
| "enabled": true, |
| "report_harmful_content": true, |
| "report_false_positives": true, |
| "suggest_improvements": true, |
| "feedback_incorporation": "continuous_learning" |
| } |
| }, |
| |
| "red_team_testing": { |
| "conducted": true, |
| "testing_date": "2024-10-15", |
| "attack_vectors_tested": [ |
| "jailbreak_attempts", |
| "prompt_injection", |
| "social_engineering", |
| "adversarial_examples", |
| "multi_turn_exploits", |
| "encoding_attacks", |
| "role_play_manipulation" |
| ], |
| "vulnerabilities_found": 3, |
| "vulnerabilities_patched": 3, |
| "next_testing_scheduled": "2025-01-15", |
| "continuous_testing": true |
| }, |
| |
| "compliance_and_certification": { |
| "certifications": [ |
| { |
| "name": "AI Safety Certification", |
| "issuer": "AI Safety Institute", |
| "date": "2024-10-20", |
| "valid_until": "2025-10-20" |
| }, |
| { |
| "name": "Responsible AI Badge", |
| "issuer": "Partnership on AI", |
| "date": "2024-10-25", |
| "valid_until": "2025-10-25" |
| } |
| ], |
| "regulatory_compliance": { |
| "gdpr": true, |
| "ccpa": true, |
| "coppa": true, |
| "eu_ai_act": "compliant", |
| "section_230": "compliant" |
| }, |
| "ethical_review": { |
| "conducted": true, |
| "review_board": "Internal Ethics Committee", |
| "approval_date": "2024-10-01", |
| "next_review": "2025-04-01" |
| } |
| }, |
| |
| "emergency_protocols": { |
| "kill_switch": { |
| "enabled": true, |
| "trigger_conditions": [ |
| "critical_safety_breach", |
| "widespread_misuse", |
| "legal_requirement", |
| "catastrophic_failure" |
| ], |
| "activation_authority": ["chief_safety_officer", "ceo", "legal_counsel"], |
| "response_time_seconds": 60 |
| }, |
| |
| "rapid_response_team": { |
| "enabled": true, |
| "team_size": 8, |
| "availability": "24/7", |
| "response_procedures": true, |
| "communication_channels": ["email", "slack", "phone", "pager"] |
| }, |
| |
| "model_rollback": { |
| "enabled": true, |
| "trigger_threshold": "critical_safety_violations", |
| "rollback_to_version": "last_stable", |
| "data_preservation": true, |
| "user_notification": true |
| } |
| } |
| } |
