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1 article for “FaceForensics++”

• Published Subscription Review Article 12 Aug 2026

  Real-Time Deepfake Detection in Video Conferencing Systems

  By Juhi Singh, Shreya Saxena, A. Madhav Ainesh, Yanshi Goyal

  Abstract: Deepfake technology presents non-exemplary threats to video conferencing platforms, enabling advanced fraud, impression and misinformation campaigns worth billions annually. Current detection methods either exhibit latencies exceeding 100ms or rely on server-side cloud processing, raising privacy concerns. This paper presents DeepConfGuard, a lightweight hybrid architecture combining MobileNetV2 for spatial feature extraction, a bidirectional LSTM with attention for temporal modelling, and EfficientNetV2 for refinement. It reaches 94.8% accuracy with 85 ms end‑to‑end …

  Published in International Journal of Electronics Automation · Vol. 4, Issue 2, 2026 Read article →