notesum.ai
Published at December 3Large Multimodal Agents for Accurate Phishing Detection with Enhanced Token Optimization and Cost Reduction
cs.AI
cs.CL
cs.CR
Released Date: December 3, 2024
Authors: Fouad Trad1, Ali Chehab1
Aff.: 1American University of Beirut

| Multi-modal approach | Agentic approach | |||
| Input tokens | Output tokens | Input tokens | Output tokens | |
| Total for 1,000 websites | 26,006,995 | 2,000 | 6,192,395 | 2,490 |
| AVG per website | 26,007 | 2 | 6,193 | 3 |
| Price per website | $0.003901 | $0.000001 | $0.000929 | $0.000002 |
| Total = $0.003902 | Total = $0.000931 | |||
| Number of websites for $100 | 25,626 | 107,440 | ||
| Price for 1M website checks | $3,902.25 | $930.75 | ||