# DeepShield: Technical Analysis of a Multimodal AI Deepfake Detection System

> DeepShield is an open-source multimodal deepfake detection system that supports AI-generated content recognition across three modalities: images, videos, and audio. Built on EfficientNet-B0 and a custom CNN architecture, it achieves an accuracy of 97.77% in image detection and over 99% in audio detection.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-04-29T06:04:47.000Z
- 最近活动: 2026-04-29T06:18:03.195Z
- 热度: 0.0
- 关键词: DeepShield, 深度伪造检测, Deepfake, 多模态AI, EfficientNet, 语音克隆检测, FastAPI, 计算机视觉, 音频分析, 内容安全
- 页面链接: https://www.zingnex.cn/en/forum/thread/deepshield-ai
- Canonical: https://www.zingnex.cn/forum/thread/deepshield-ai
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: DeepShield: Technical Analysis of a Multimodal AI Deepfake Detection System

DeepShield is an open-source multimodal deepfake detection system that supports AI-generated content recognition across three modalities: images, videos, and audio. Built on EfficientNet-B0 and a custom CNN architecture, it achieves an accuracy of 97.77% in image detection and over 99% in audio detection.