🤖 Sherlocked Security – AI-Driven Personalized Phishing Simulation
When Threat Actors Use AI, So Should Your Defense.
📄 1. Statement of Work (SOW)
Service Name: AI-Driven Personalized Phishing Simulation & Behavior Profiling
Client Type: Fortune 500 Companies, Financial Institutions, Law Firms, Government Agencies
Service Model: AI-Powered Recon + Custom Payloads + Realistic Simulation + Resilience Scoring
Compliance Coverage: NIST CSF, GDPR (Security Awareness), ISO/IEC 27001, CISA Phishing Guidance
Testing Types:
- OSINT-Based Social Engineering
- AI-Generated Personalized Email Phishing
- LLM-Crafted BEC, HR, and Vendor Scenarios
- Deepfake-Style Voice or Text Simulation
- Advanced Payload Delivery (Multi-Vector)
- Behavioral Pattern Mimicking (Inbox Language, Timing)
- Executive Impersonation (Spear Phishing)
🧠 2. Our Approach (with Visual)
🤯 Understand. Imitate. Exploit. Educate.
AI Visual Flow:
[OSINT Recon] → [AI Profile Generation] → [Phishing Payload Design] → [Simulated Delivery] → [User Behavior Logging] → [Resilience Score Mapping] → [Feedback & Training]
Color Code:
- Recon & AI Crafting: #3e2723
- Payload Delivery: #01579b
- Metrics & Training: #2e7d32
🧪 3. Methodology (with Visual)
[Target Recon with OSINT AI] → [AI Email Generation] → [Phishing Delivery] → [User Behavior Capture] → [Real-Time Metrics] → [Training Injection] → [Reporting]
Visual Flow Phases:
- 🌐 AI Recon & Content Generation
- ✉️ Smart Payload Delivery
- 📊 Insightful Response Analysis
📦 4. Deliverables to the Client
- 🧠 AI-Generated Phishing Simulation Report
- 📬 Payload Samples with Contextual Explanation
- 📊 User Behavior Metrics & Heatmap
- 🕵️ OSINT Profile Summary per User Segment
- 🎣 Simulation Response Videos (optional)
- 🔁 Comparative Analysis (Generic vs AI-Driven)
- 🏆 Human Risk Scoring Dashboard
- 🎓 Targeted Awareness Content Based on AI Simulation
🤝 5. What We Need from You (Client Requirements)
- ✅ Targeted user segments or roles (e.g., finance, HR)
- ✅ Internal policy clearance for deep personalization
- ✅ Consent from HR, Legal & Security Heads
- ✅ Optional: Sample internal emails or signatures
- ✅ Secure communication channel for data sharing
🧰 6. Tools & Technology Stack
- 🧠 AI Models: GPT-4, LLaMA, Claude for LLM-generated phishing
- 🕸️ OSINT Tools: Maltego, Recon-ng, Harvester, LinkedIn Scraper
- 🎣 Delivery Tools: GoPhish, Custom SMTP Engines
- 🧬 AI Profilers: Custom NLP-based behavior analyzers
- 📊 Reporting & Metrics: Elastic Stack, Redash, PowerBI
- 📱 Deepfake Voice/SMS Simulators (on-request): ElevenLabs, Twilio, Resemble.ai
🚀 7. Engagement Lifecycle (Lead → Closure)
1. Discovery Call → 2. Recon Permission & Scope → 3. AI Simulation Design → 4. Payload Generation & Delivery → 5. Metrics Logging → 6. Risk Scoring → 7. Report Delivery + Awareness Injection
🌟 8. Why Sherlocked Security? (Our USP)
| Feature | Sherlocked Advantage |
|---|---|
| 🧠 AI-Powered Realism | Each payload tailored using actual public user data |
| 🕵️ LLM-Based Language Mimicry | Mirrors inbox tone, timing, and habits |
| 📊 Deep Metrics | Behavioral heatmaps by role, region, or team |
| 🎯 Precision Awareness | Custom training content based on actual threat response |
| 🔁 Continuous Learning | AI improves simulation accuracy over campaigns |
📚 9. Real-World Case Studies
🧑⚖️ Executive Spear Phishing (Legal Sector)
Test: AI generated legal-style document from fake GC address
User Response: Senior associate clicked and opened attachment
Impact: Demonstrated legal team vulnerability to familiar tone
Fixes: Mandatory exec-level AI phishing awareness module
💰 Financial Analyst Impersonation (Banking)
Test: AI-created payroll update request from spoofed HR
User Response: Forwarded to payroll team with no verification
Impact: High trust in internal sender formatting
Fixes: Enhanced policy on payment changes, BEC flag training
🛡️ 10. SOP – Standard Operating Procedure
- Stakeholder briefing and policy alignment
- Target role selection and approval
- AI-driven OSINT and profile generation
- Payload generation and simulation setup
- Email/SMS/voice phishing launch
- Real-time behavior logging
- Human risk score mapping
- Awareness session with personalized insights
📋 11. Sample AI-Driven Phishing Checklist (Preview)
- Approve use of publicly available user data
- Gather OSINT using LinkedIn, GitHub, Google, etc.
- Generate realistic email content using LLM
- Design spoofed sender profiles and templates
- Send phishing emails using custom delivery engine
- Track user open, click, and submit behaviors
- Analyze language match and timing response
- Score each target based on resilience patterns
- Push tailored awareness content post-simulation
- Compare AI-generated vs baseline campaign results