DeepShield Analysis Report — {{ analysis

{# ── Header ── #}

▮ DeepShield

Analysis Report · ID: {{ analysis_id }}
Media: {{ media_type | upper }} · Generated: {{ generated_at }}

{# ── Verdict ── #}

Deepfake Probability

{% if donut_b64 %} {% endif %}

/ 100

Severity: {{ verdict.severity }}

Model: {{ verdict.model_label }} ({{ '%.1f' | format(verdict.model_confidence * 100) }}% confidence)

{# ── LLM Explanation ── #} {% if llm_summary and llm_summary.paragraph %}

AI Explanation

{% if llm_summary.bullets %}

{{ b }}

{% endif %} {% if llm_summary.model_used %}

via {{ llm_summary.model_used }}

{% endif %}

{% endif %} {# ══════════ IMAGE ══════════ #} {% if media_type == 'image' %} {# EXIF #} {% if explainability.exif %}

EXIF Metadata

{% if explainability.exif.make %} {% endif %} {% if explainability.exif.model %} {% endif %} {% if explainability.exif.datetime_original %} {% endif %} {% if explainability.exif.software %} {% endif %} {% if explainability.exif.lens_model %} {% endif %} {% if explainability.exif.gps_info %} {% endif %}

Field	Value	Trust Signal
Camera Make	{{ explainability.exif.make }}	+real
Camera Model	{{ explainability.exif.model }}
Date Taken	{{ explainability.exif.datetime_original }}	+real
Software	{{ explainability.exif.software }}	{% if 'photoshop' in explainability.exif.software \| lower %}+fake{% endif %}
Lens Model	{{ explainability.exif.lens_model }}
GPS	{{ explainability.exif.gps_info }}
Trust adjustment		{% if explainability.exif.trust_adjustment > 0 %} +{{ explainability.exif.trust_adjustment }} (fake signal) {% elif explainability.exif.trust_adjustment < 0 %} {{ explainability.exif.trust_adjustment }} (real signal) {% else %} neutral {% endif %}

{% endif %} {# Artifact indicators #} {% if explainability.artifact_indicators %}

Artifact Indicators

{% for ind in explainability.artifact_indicators %} {% endfor %}

Type	Severity	Confidence	Description
{{ ind.type }}	{{ ind.severity }}	{{ '%.0f' \| format(ind.confidence * 100) }}%	{{ ind.description }}

{% else %}

Artifact Indicators

No artifacts detected.

{% endif %} {# VLM Detailed Breakdown #} {% if explainability.vlm_breakdown %}

Detailed Breakdown

{% if explainability.vlm_breakdown.model_used %}

Scored by {{ explainability.vlm_breakdown.model_used }}

{% endif %} {% set bd = explainability.vlm_breakdown %} {% for comp_key, comp_label in [ ('facial_symmetry', 'Facial Symmetry'), ('skin_texture', 'Skin Texture'), ('lighting_consistency', 'Lighting Consistency'), ('background_coherence', 'Background Coherence'), ('anatomy_hands_eyes', 'Anatomy / Hands & Eyes'), ('context_objects', 'Context & Objects') ] %} {% set comp = bd[comp_key] %} {% set sc2 = comp.score if comp else 75 %} {% set bar_cls = 'vlm-real' if sc2 >= 70 else ('vlm-warn' if sc2 >= 40 else 'vlm-fake') %} {% endfor %}

Component	Score	Bar	Notes
{{ comp_label }}	{{ sc2 }}/100		{{ comp.notes if comp else '' }}

{% endif %} {% endif %}{# end image #} {# ══════════ VIDEO ══════════ #} {% if media_type == 'video' %}

Frame-Level Analysis

Metric	Value
Frames sampled	{{ explainability.num_frames_sampled }}
Frames with face	{{ explainability.num_face_frames }}
Suspicious frames	{{ explainability.num_suspicious_frames }}
Mean suspicious prob	{{ '%.1f' \| format(explainability.mean_suspicious_prob * 100) }}%
Max suspicious prob	{{ '%.1f' \| format(explainability.max_suspicious_prob * 100) }}%
Insufficient faces	{{ explainability.insufficient_faces }}

{% endif %} {# ══════════ TEXT ══════════ #} {% if media_type == 'text' %} {# Language + truth-override #} {% if explainability.detected_language and explainability.detected_language != 'en' %}

Language

Detected: {{ explainability.detected_language | upper }} — analysed via multilingual model

{% endif %} {% if explainability.truth_override and explainability.truth_override.applied %}

Truth-override applied. Corroborated by {{ explainability.truth_override.source_name }} ({{ '%.0f' | format(explainability.truth_override.similarity * 100) }}% similarity). Fake probability reduced from {{ '%.1f' | format(explainability.truth_override.fake_prob_before * 100) }}% to {{ '%.1f' | format(explainability.truth_override.fake_prob_after * 100) }}%.

{% endif %}

Text Classification

Metric	Value
Fake probability	{{ '%.1f' \| format(explainability.fake_probability * 100) }}%
Top label	{{ explainability.top_label }}
Sensationalism score	{{ explainability.sensationalism.score }}/100 ({{ explainability.sensationalism.level }})
Exclamations	{{ explainability.sensationalism.exclamation_count }}
ALL CAPS words	{{ explainability.sensationalism.caps_word_count }}
Clickbait matches	{{ explainability.sensationalism.clickbait_matches }}
Emotional words	{{ explainability.sensationalism.emotional_word_count }}

{% if explainability.manipulation_indicators %}

Manipulation Indicators ({{ explainability.manipulation_indicators | length }})

{% for m in explainability.manipulation_indicators %} {% endfor %}

Pattern	Severity	Matched text
{{ m.pattern_type }}	{{ m.severity }}	{{ m.matched_text }}

{% endif %} {% if explainability.keywords %}

Extracted Keywords

{% for kw in explainability.keywords %}{{ kw }}{% endfor %}

{% endif %} {% endif %}{# end text #} {# ══════════ SCREENSHOT ══════════ #} {% if media_type == 'screenshot' %} {% if explainability.detected_language and explainability.detected_language != 'en' %}

Detected language: {{ explainability.detected_language | upper }}

{% endif %} {% if explainability.truth_override and explainability.truth_override.applied %}

Truth-override applied. {{ explainability.truth_override.source_name }} ({{ '%.0f' | format(explainability.truth_override.similarity * 100) }}% similarity)

{% endif %}

Extracted Text

{{ explainability.ocr_boxes | length }} OCR regions detected

{{ explainability.extracted_text }}

Analysis Summary

Metric	Value
Fake probability	{{ '%.1f' \| format(explainability.fake_probability * 100) }}%
Sensationalism	{{ explainability.sensationalism.score }}/100 ({{ explainability.sensationalism.level }})
Suspicious phrases	{{ explainability.suspicious_phrases \| length }}
Layout anomalies	{{ explainability.layout_anomalies \| length }}

{% if explainability.suspicious_phrases %}

Suspicious Phrases

{% for p in explainability.suspicious_phrases %} {% endfor %}

Text	Pattern	Severity
{{ p.text }}	{{ p.pattern_type }}	{{ p.severity }}

{% endif %} {% endif %}{# end screenshot #} {# ══════════ SOURCES (all types) ══════════ #} {% if trusted_sources %}

Trusted Source Cross-Reference ({{ trusted_sources | length }})

{% for s in trusted_sources %} {% endfor %}

Source	Title	Relevance
{{ s.source_name }}	{{ s.title }}	{{ '%.0f' \| format(s.relevance_score * 100) }}%

{% endif %} {% if contradicting_evidence %}

Contradicting Evidence ({{ contradicting_evidence | length }})

{% for c in contradicting_evidence %} {% endfor %}

Source	Title	Type
{{ c.source_name }}	{{ c.title }}	{{ c.type }}

{% endif %} {# ══════════ PROCESSING ══════════ #}

Processing Summary

Model: {{ processing_summary.model_used }} · Duration: {{ processing_summary.total_duration_ms }} ms

{# ══════════ FOOTER ══════════ #}