KEMBAR78
Combining AI with Red Teaming and Bug Bounty | PDF
Ravro.ir
AI In Security (Bug Bounty - Red Team)
Ravro.ir
Who am I?
Ramin Farajpour Cami
Software | Security | Blockchain (Web3 – Solana) Engineer
Rust - Golang - Python
Github : https://github.com/raminfp
X (Twitter): https://x.com/realraminfp
Ravro.ir
Offensive & Defensive Security
with Artificial Intelligence
Topics:
AI-Powered Attack Simulation
AI Reconnaissance & Exploitation
Supply Chain Security
AI Code Review
Ravro.ir
Simulation Attack
Use AI to predict server behavior
and automatically generate attack scenarios
Attack Vectors Generated by AI:
✅ Price Manipulation -
Changing prices client-side
✅ Race Conditions -
Concurrent request exploitation
✅ JWT Tampering -
Token manipulation
✅ Input Validation Bypass -
Smart fuzzing
Benefits:
✅ Automated:
No manual test case creation
✅ Intelligent:
Learns from API responses
✅ Comprehensive:
Tests all OWASP Top 10
www.Ravro.ir
Intelligent Reconnaissance
& Vulnerability Discovery
Multi-Agent Architecture:
┌─────────────────────────────────────────┐
│ Subdomain Hunter Agent│
│ → Discovers: api.target.com│
└─────────────┬───────────────────────────┘
↓
┌─────────────────────────────────────────┐
│ Port Scanner Agent│
│ → Finds: Port 8080 (Jenkins)│
└─────────────┬───────────────────────────┘
↓
┌─────────────────────────────────────────┐
│ Vulnerability Analyst Agent│
│ → CVE-2024-1234 (RCE available)│
└─────────────┬───────────────────────────┘
↓
┌─────────────────────────────────────────┐
│ Exploit Developer Agent│
│ → Generates working PoC exploit│
└─────────────────────────────────────────┘
Traditional Recon vs AI Recon
Real-World
Impact:
3x faster than
manual
reconnaissance
90% automation
of vulnerability
assessment
Continuous
monitoring 24/7
Ravro.ir
Supply Chain Attack Detection
The Supply Chain ThreatRecent Incidents:
event-stream (2018): 8M weekly downloads,
backdooredua-parser-js (2021): Crypto miner injected
node-ipc (2022): Destructive malware in protest
PyTorch (2022): Dependency confusion attack
AI-Powered Detection
Benefits:
AI analyzes package for:
✓ Network calls during install
✓ File system access patterns
✓ Obfuscated code
✓ Suspicious hooks/scripts
✓ Unusual maintainer changes
Ravro.ir
Supply Chain Attack Detection
Real-Time Scanning with Socket.dev
$ socket scan .
⚠ HIGH RISK: malicious-package@1.0.0
│
├─ 🚨 Install script makes network request
├─ 🚨 Obfuscated JavaScript detected
├─ 🚨 Accesses sensitive environment variables
├─ 🚨 New maintainer (account created 2 days ago)
│
└─ Recommendation: BLOCK and report
Ravro.ir
Socket.dev Bot
Ravro.ir
AI Code Review
AI Code Review Solution:
Using Google Gemini / Cursor AI
Input: Source code Output: Security analysis in seconds
Cursor AI Integration
Workflow:
1. Developer writes code
2. Cursor AI analyzes in real-time
3. Suggests secure alternatives
4. Developer accepts/modifies
5. Secure code committed
Ravro.ir
AI Code Review – Gemini
Ravro.ir
AI Code Review – Gemini
Ravro.ir
AI Code Review – Gemini
Ravro.ir
AI Code Review – Cursor
Ravro.ir
DEMO
Ravro.ir
BOOKLET
https://myai-e4q.pages.dev/
Ravro.ir
٢۵٠ ‫واﺣد‬ ،‫دوم‬ ‫ی‬‫طﺑﻘﮫ‬ ،٩۴ ‫ﭘﻼك‬ ،‫ﺳﮭروردی‬ ‫ﻧﺑش‬ ،‫ﻣطﮭری‬ ‫ﺧﯾﺎﺑﺎن‬ ،‫ﺗﮭران‬
٠٢١-٩١٠٣۵٣١۵
1578775488
www.Ravro.ir
support@Ravro.ir
Ravro_ir

Combining AI with Red Teaming and Bug Bounty

  • 1.
    Ravro.ir AI In Security(Bug Bounty - Red Team)
  • 2.
    Ravro.ir Who am I? RaminFarajpour Cami Software | Security | Blockchain (Web3 – Solana) Engineer Rust - Golang - Python Github : https://github.com/raminfp X (Twitter): https://x.com/realraminfp
  • 3.
    Ravro.ir Offensive & DefensiveSecurity with Artificial Intelligence Topics: AI-Powered Attack Simulation AI Reconnaissance & Exploitation Supply Chain Security AI Code Review
  • 4.
    Ravro.ir Simulation Attack Use AIto predict server behavior and automatically generate attack scenarios Attack Vectors Generated by AI: ✅ Price Manipulation - Changing prices client-side ✅ Race Conditions - Concurrent request exploitation ✅ JWT Tampering - Token manipulation ✅ Input Validation Bypass - Smart fuzzing Benefits: ✅ Automated: No manual test case creation ✅ Intelligent: Learns from API responses ✅ Comprehensive: Tests all OWASP Top 10
  • 5.
    www.Ravro.ir Intelligent Reconnaissance & VulnerabilityDiscovery Multi-Agent Architecture: ┌─────────────────────────────────────────┐ │ Subdomain Hunter Agent│ │ → Discovers: api.target.com│ └─────────────┬───────────────────────────┘ ↓ ┌─────────────────────────────────────────┐ │ Port Scanner Agent│ │ → Finds: Port 8080 (Jenkins)│ └─────────────┬───────────────────────────┘ ↓ ┌─────────────────────────────────────────┐ │ Vulnerability Analyst Agent│ │ → CVE-2024-1234 (RCE available)│ └─────────────┬───────────────────────────┘ ↓ ┌─────────────────────────────────────────┐ │ Exploit Developer Agent│ │ → Generates working PoC exploit│ └─────────────────────────────────────────┘ Traditional Recon vs AI Recon Real-World Impact: 3x faster than manual reconnaissance 90% automation of vulnerability assessment Continuous monitoring 24/7
  • 6.
    Ravro.ir Supply Chain AttackDetection The Supply Chain ThreatRecent Incidents: event-stream (2018): 8M weekly downloads, backdooredua-parser-js (2021): Crypto miner injected node-ipc (2022): Destructive malware in protest PyTorch (2022): Dependency confusion attack AI-Powered Detection Benefits: AI analyzes package for: ✓ Network calls during install ✓ File system access patterns ✓ Obfuscated code ✓ Suspicious hooks/scripts ✓ Unusual maintainer changes
  • 7.
    Ravro.ir Supply Chain AttackDetection Real-Time Scanning with Socket.dev $ socket scan . ⚠ HIGH RISK: malicious-package@1.0.0 │ ├─ 🚨 Install script makes network request ├─ 🚨 Obfuscated JavaScript detected ├─ 🚨 Accesses sensitive environment variables ├─ 🚨 New maintainer (account created 2 days ago) │ └─ Recommendation: BLOCK and report
  • 8.
  • 9.
    Ravro.ir AI Code Review AICode Review Solution: Using Google Gemini / Cursor AI Input: Source code Output: Security analysis in seconds Cursor AI Integration Workflow: 1. Developer writes code 2. Cursor AI analyzes in real-time 3. Suggests secure alternatives 4. Developer accepts/modifies 5. Secure code committed
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
    Ravro.ir ٢۵٠ ‫واﺣد‬ ،‫دوم‬‫ی‬‫طﺑﻘﮫ‬ ،٩۴ ‫ﭘﻼك‬ ،‫ﺳﮭروردی‬ ‫ﻧﺑش‬ ،‫ﻣطﮭری‬ ‫ﺧﯾﺎﺑﺎن‬ ،‫ﺗﮭران‬ ٠٢١-٩١٠٣۵٣١۵ 1578775488 www.Ravro.ir support@Ravro.ir Ravro_ir