Detecting multimedia generated by large ai models: A survey
The rapid advancement of Large AI Models (LAIMs), particularly diffusion models and large
language models, has marked a new era where AI-generated multimedia is increasingly …
language models, has marked a new era where AI-generated multimedia is increasingly …
[HTML][HTML] Deepfake detection: Enhancing performance with spatiotemporal texture and deep learning feature fusion
Deepfakes bring critical ethical issues about consent, authenticity, and the manipulation of
digital content. Identifying Deepfake videos is one step towards fighting their malicious uses …
digital content. Identifying Deepfake videos is one step towards fighting their malicious uses …
COMPOSE: Comprehensive Portrait Shadow Editing
Existing portrait relighting methods struggle with precise control over facial shadows,
particularly when faced with challenges such as handling hard shadows from directional …
particularly when faced with challenges such as handling hard shadows from directional …
Lost in Translation: Lip-Sync Deepfake Detection from Audio-Video Mismatch
Highly realistic voice cloning combined with AI-powered video manipulation allows for the
creation of compelling lip-sync deepfakes where anyone can be made to say things they …
creation of compelling lip-sync deepfakes where anyone can be made to say things they …
Generalizable Spatiotemporal Deepfake Detection with Late-Fusion
HR Alfalasi, IA Hashem, O Abul - 2024 7th International …, 2024 - ieeexplore.ieee.org
Recently, deepfakes have been spreading at an alarming rate, raising concerns about trust
and privacy in social media, where misinformation is easily spread. Deepfakes can be used …
and privacy in social media, where misinformation is easily spread. Deepfakes can be used …
Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model Generalization
BN Subudhi - arxiv preprint arxiv:2411.08148, 2024 - arxiv.org
Pioneering advancements in artificial intelligence, especially in genAI, have enabled
significant possibilities for content creation, but also led to widespread misinformation and …
significant possibilities for content creation, but also led to widespread misinformation and …
XAI–Empowered Ensemble Deep Learning for Deepfake Detection
AA Kumar, SJD Priyangha, P Meghana… - 2024 15th …, 2024 - ieeexplore.ieee.org
Recent technologies have evolved rapidly, allowing the creation of fake videos/images that
are realistic. These artificial media pieces have provoked grave worries about the …
are realistic. These artificial media pieces have provoked grave worries about the …
Дослідження роботи згорткових нейронних мереж при створенні DeepFake
ДМ Мєшков - 2025 - openarchive.nure.ua
Анотація Обʼєктом дослідження є робота згорткових нейронних мереж при створенні
DeepFake. Метою дослідження є аналіз ефективності застосування згорткових …
DeepFake. Метою дослідження є аналіз ефективності застосування згорткових …