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04/13/2022
An End-to-End Analysis of EMFI on Bit-sliced Post-Quantum Implementations
Bit-slicing is a software implementation technique that treats an N-bit ...
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03/01/2022
Signature Correction Attack on Dilithium Signature Scheme
Motivated by the rise of quantum computers, existing public-key cryptosy...
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12/13/2021
Anatomizing Bias in Facial Analysis
Existing facial analysis systems have been shown to yield biased results...
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10/17/2021
On-board Fault Diagnosis of a Laboratory Mini SR-30 Gas Turbine Engine
Inspired by recent progress in machine learning, a data-driven fault dia...
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10/06/2021
MTCD: Cataract Detection via Near Infrared Eye Images
Globally, cataract is a common eye disease and one of the leading causes...
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09/15/2021
MD-CSDNetwork: Multi-Domain Cross Stitched Network for Deepfake Detection
The rapid progress in the ease of creating and spreading ultra-realistic...
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08/14/2021
Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models
Identifying and mitigating bias in deep learning algorithms has gained s...
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06/25/2021
Programmable RO (PRO): A Multipurpose Countermeasure against Side-channel and Fault Injection Attack
Side-channel and fault injection attacks reveal secret information by mo...
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06/17/2021
Indian Masked Faces in the Wild Dataset
Due to the COVID-19 pandemic, wearing face masks has become a mandate in...
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05/01/2021
Enhancing Fine-Grained Classification for Low Resolution Images
Low resolution fine-grained classification has widespread applicability ...
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04/25/2021
Class Equilibrium using Coulomb's Law
Projection algorithms learn a transformation function to project the dat...
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11/11/2020
Age Gap Reducer-GAN for Recognizing Age-Separated Faces
In this paper, we propose a novel algorithm for matching faces with temp...
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10/29/2020
WaveTransform: Crafting Adversarial Examples via Input Decomposition
Frequency spectrum has played a significant role in learning unique and ...
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10/25/2020
Attack Agnostic Adversarial Defense via Visual Imperceptible Bound
The high susceptibility of deep learning algorithms against structured a...
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10/25/2020
MixNet for Generalized Face Presentation Attack Detection
The non-intrusive nature and high accuracy of face recognition algorithm...
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10/25/2020
Generalized Iris Presentation Attack Detection Algorithm under Cross-Database Settings
Presentation attacks are posing major challenges to most of the biometri...
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08/08/2020
Unravelling Small Sample Size Problems in the Deep Learning World
The growth and success of deep learning approaches can be attributed to ...
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08/05/2020
Subclass Contrastive Loss for Injured Face Recognition
Deaths and injuries are common in road accidents, violence, and natural ...
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08/03/2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images
With increasing number of COVID-19 cases globally, all the countries are...
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07/31/2020
Securing CNN Model and Biometric Template using Blockchain
Blockchain has emerged as a leading technology that ensures security in ...
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04/01/2020
Generalized Zero-Shot Learning Via Over-Complete Distribution
A well trained and generalized deep neural network (DNN) should be robus...
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02/07/2020
On the Robustness of Face Recognition Algorithms Against Attacks and Bias
Face recognition algorithms have demonstrated very high recognition perf...
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01/21/2020
Detecting Face2Face Facial Reenactment in Videos
Visual content has become the primary source of information, as evident ...
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11/26/2019
AuthorGAN: Improving GAN Reproducibility using a Modular GAN Framework
Generative models are becoming increasingly popular in the literature, w...
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08/27/2019
Dual Directed Capsule Network for Very Low Resolution Image Recognition
Very low resolution (VLR) image recognition corresponds to classifying i...
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04/08/2019
On Learning Density Aware Embeddings
Deep metric learning algorithms have been utilized to learn discriminati...
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04/02/2019
Deep Learning for Face Recognition: Pride or Prejudiced?
Do very high accuracies of deep networks suggest pride of effective AI o...
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02/08/2019
A Comprehensive Overview of Biometric Fusion
The performance of a biometric system that relies on a single biometric ...
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01/26/2019
On Detecting GANs and Retouching based Synthetic Alterations
Digitally retouching images has become a popular trend, with people post...
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12/10/2018
Guided Dropout
Dropout is often used in deep neural networks to prevent over-fitting. C...
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12/10/2018
Data Fine-tuning
In real-world applications, commercial off-the-shelf systems are utilize...
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11/21/2018
Recognizing Disguised Faces in the Wild
Research in face recognition has seen tremendous growth over the past co...
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11/18/2018
On Matching Faces with Alterations due to Plastic Surgery and Disguise
Plastic surgery and disguise variations are two of the most challenging ...
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11/02/2018
Heterogeneity Aware Deep Embedding for Mobile Periocular Recognition
Mobile biometric approaches provide the convenience of secure authentica...
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10/15/2018
Supervised COSMOS Autoencoder: Learning Beyond the Euclidean Loss!
Autoencoders are unsupervised deep learning models used for learning rep...
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08/14/2018
Learning A Shared Transform Model for Skull to Digital Face Image Matching
Human skull identification is an arduous task, traditionally requiring t...
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05/30/2018
Supervised Mixed Norm Autoencoder for Kinship Verification in Unconstrained Videos
Identifying kinship relations has garnered interest due to several appli...
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05/27/2018
Hierarchical Representation Learning for Kinship Verification
Kinship verification has a number of applications such as organizing lar...
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05/23/2018
Anonymizing k-Facial Attributes via Adversarial Perturbations
A face image not only provides details about the identity of a subject b...
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05/21/2018
Class Representative Autoencoder for Low Resolution Multi-Spectral Gender Classification
Gender is one of the most common attributes used to describe an individu...
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03/30/2018
Learning Structure and Strength of CNN Filters for Small Sample Size Training
Convolutional Neural Networks have provided state-of-the-art results in ...
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03/20/2018
Residual Codean Autoencoder for Facial Attribute Analysis
Facial attributes can provide rich ancillary information which can be ut...
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03/20/2018
Are you eligible? Predicting adulthood from face images via class specific mean autoencoder
Predicting if a person is an adult or a minor has several applications s...
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02/22/2018
MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis
Enhancing low resolution images via super-resolution or image synthesis ...
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02/22/2018
Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks
Deep neural network (DNN) architecture based models have high expressive...
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01/30/2018
SegDenseNet: Iris Segmentation for Pre and Post Cataract Surgery
Cataract is caused due to various factors such as age, trauma, genetics,...
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11/10/2017
A Novel Bayesian Multiple Testing Approach to Deregulated miRNA Discovery Harnessing Positional Clustering
MicroRNAs (miRNAs) are endogenous, small non-coding RNAs that function a...
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10/29/2017
Synthetic Iris Presentation Attack using iDCGAN
Reliability and accuracy of iris biometric modality has prompted its lar...
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10/09/2017
Face Sketch Matching via Coupled Deep Transform Learning
Face sketch to digital image matching is an important challenge of face ...
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10/08/2017