# High-Performance Polygraph-Based Truth Detection System: Leveraging Multi-Modal Data Fusion and Particle Swarm-Optimized Random Forest for Robust Deception Analysis

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/high-performance-polygraph-based-truth-detection-system-leveraging-multi-modal/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Omar Shalash,Ahmed MÃľtwalli,Mohamed Hany Sallam,Esraa Khatab |
| Citations | 1 |
| DOI | 10.22541/au.174808116.67250552/v1 |
| Fields | Computer Science,Psychology |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.authorea.com/doi/pdf/10.22541/au.174808116.67250552/v1 |
| OpenAlex ID | https://openalex.org/W4410704984 |
| Type | preprint |
| Year | 2025 |

## Paper authors

- [Mohamed Hany Sallam](https://scholariq.org/researchers/mohamed-hany-sallam/)

## Paper primary topic

- [Adversarial Robustness in Machine Learning](https://scholariq.org/topics/adversarial-robustness-in-machine-learning/)

## Paper topics

- [Adversarial Robustness in Machine Learning](https://scholariq.org/topics/adversarial-robustness-in-machine-learning/)
- [Deception detection and forensic psychology](https://scholariq.org/topics/deception-detection-and-forensic-psychology/)
- [Advanced Malware Detection Techniques](https://scholariq.org/topics/advanced-malware-detection-techniques/)

---
Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.