Search Results for author:
Found 6 papers, 2 papers with code
Deepfake Video Detection Using Generative Convolutional Vision Transformer
By learning from the visual artifacts and latent data distribution, GenConViT achieves improved performance in detecting a wide range of deepfake videos.
Longitudinal Analysis of Mask and No-Mask on Child Face Recognition
Thus, the main objective of this study is analyzing the child longitudinal impact together with face mask and other covariates on FRS.
Malware Detection and Analysis: Challenges and Research Opportunities
Malwares are continuously growing in sophistication and numbers.
Malware Detection
Cryptography and Security
Unknown Presentation Attack Detection against Rational Attackers
Some of the challenges for existing solutions are the detection of unknown attacks, the ability to perform in adversarial settings, few-shot learning, and explainability.
Determining Sequence of Image Processing Technique (IPT) to Detect Adversarial Attacks
Accordingly, we first used a diverse set of attack methods including adaptive attack methods (on our defense) to generate adversarial samples from the clean dataset.
Generalizable Adversarial Examples Detection Based on Bi-model Decision Mismatch
Non-linear binary classifiers trained on top of our proposed features can achieve a high detection rate (>90%) in a set of white-box attacks and maintain such performance when tested against unseen attacks.
