Deepfake video detection: challenges and opportunities

A Kaur, A Noori Hoshyar, V Saikrishna, S Firmin… - Artificial Intelligence …, 2024 - Springer
Deepfake videos are a growing social issue. These videos are manipulated by artificial
intelligence (AI) techniques (especially deep learning), an emerging societal issue …

Gpt-neo-crv: Elevating information accuracy in gpt-neo with cross-referential validation

X **ong, M Zheng - Authorea Preprints, 2024 - techrxiv.org
This paper introduces GPT-Neo-CRV, a novel adaptation of the GPT-Neo 1.5 B model,
incorporating a Cross-Referential Validation (CRV) module to significantly enhance the …

Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons

TM Wani, SAA Qadri, FA Wani… - Foundations and Trends …, 2024 - nowpublishers.com
The rise of audio deepfakes presents a significant security threat that undermines trust in
digital communications and media. These synthetic audio technologies can convincingly …

Beyond the Screen: Evaluating Deepfake Detectors under Moire Pattern Effects

R Tariq, M Heo, SS Woo… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
The detection of deepfakes is crucial for mitigating the societal impact of falsified video
content. Despite the development of various algorithms for this purpose challenges arise for …

Cybersecurity Education and Awareness among Parents and Teachers: A Survey of Bahrain

M Ayyash, T Alsboui, O Alshaikh, I Inuwa-Dute… - IEEE …, 2024 - ieeexplore.ieee.org
In today's interconnected and digital world, the need to safeguard sensitive and personal
information is vital. The rise in cybercrime, especially that involving minors and vulnerable …

Explore the world of audio deepfakes: A guide to detection techniques for non-experts

K Schäfer, JE Choi, S Zmudzinski - Proceedings of the 3rd ACM …, 2024 - dl.acm.org
Audio deepfakes are becoming increasingly prevalent, posing a threat to companies who
may fall victim to CEO fraud, as well as individuals who may be targeted by voice scams. As …

Role of human physiology and facial biomechanics towards building robust deepfake detectors: A comprehensive survey and analysis

R Chakraborty, R Naskar - Computer Science Review, 2024 - Elsevier
AI based multimedia content generation, already having achieved hyper-realism, deeply
influences human perception and trust. Since emerging around late 2017, deepfake …

A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection

L Pham, P Lam, T Nguyen, H Tang, D Tran… - arxiv preprint arxiv …, 2024 - arxiv.org
Thanks to advancements in deep learning, speech generation systems now power a variety
of real-world applications, such as text-to-speech for individuals with speech disorders …

The Emerging Challenges of Wearable Biometric Cryptosystems

KA Ajlan, T Alsboui, O Alshaikh, I Inuwa-Dute, S Khan… - Cryptography, 2024 - mdpi.com
Cryptographic key generation and data encryption and decryption using wearable biometric
technologies is an emerging research area with significant potential for authentication and …

Lotus: Creating Short Videos From Long Videos With Abstractive and Extractive Summarization

A Barua, K Benharrak, M Chen, M Huh… - arxiv preprint arxiv …, 2025 - arxiv.org
Short-form videos are popular on platforms like TikTok and Instagram as they quickly
capture viewers' attention. Many creators repurpose their long-form videos to produce short …