# Rob T. Lee (@cyber_robby) on tiktok

- id: koinon:creator:tiktok_cyber_robby
- url: https://koinonlink.com/kol/tiktok/cyber_robby
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: cyber_robby
- platform_url: https://www.tiktok.com/@cyber_robby
- website: Linktr.ee/rob_t_lee
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 8246
- following: 1183
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: security
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI-augmented cyber defense and autonomous agents, Attackers gaining nation-state capabilities via AI, Defender skill gaps and the need to fight AI with AI, SANS Institute tools like Protocol SIFT and Find Evil hackat, Shadow AI, governance, and outdated policies, RSAC, critical infrastructure threats, and executive decisio
- bio: Chief AI Officer & Chief of Research,
SANS Institute. US Govt Advisor

This is Protocol SIFT: AI-augmented cyber defense in open source tools.👇

## Audience (inferred)
- status: present
- description: Cybersecurity practitioners, incident responders, and security leaders at enterprises and critical infrastructure organizations who are dealing with AI-driven threats and defense
- roles: none
- seniority: practitioner
- pain_points: Security teams stretched thin with no resources or skills to handle AI threats on top of existing cloud/identity workloa, Attackers moving at machine speed while defenders are slowed by outdated policies, regulations, and liability fears, Executives expecting magic AI solutions without understanding the tech or supporting practical adoption, Keeping up with rapidly evolving AI tools and shadow AI use inside their own organizations
- posts_analysed: 75
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.6
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_cyber_robby#5f4b8889] This is a trade war. Not a cyber war.  Yes, China can hit critical infrastructure. No, I don’t think they will. Not over this. What we’re seeing is espionage. Intelligence gathering. Not an attack. Not yet. Thanks @nbcnews Now for the chance to share.   #cybersecurity #infosec #r (https://www.tiktok.com/@cyber_robby)
- [tiktok_cyber_robby#961003f0] original sound - cyber_robby
- [tiktok_cyber_robby#17b38e7b] It is a becoming a big trend on TikTok now! Click here: cybersecurity
- [tiktok_cyber_robby#b233d91a] Check out Rob T. Lee’s video! #TikTok >
- [tiktok_cyber_robby#d86d7b82] Use of Shadow AI may be spreading in your organization. Employees are quietly using ChatGPT, Claude, and Perplexity, feeding in client notes, internal docs, product roadmaps, and code. At the Blu Ventures Cyber Venture Forum, I talked about how fear-based governance doesn’t reduc

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=75, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=75, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=75, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=75, method=platform_profile

## Freshness
- profile_checked_days_ago: 75
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_cyber_robby
- Request removal: https://koinonlink.com/claim?k=tiktok_cyber_robby
- Terms: https://koinonlink.com/for-ai