Follow
Nilaksh Das
Title
Cited by
Cited by
Year
Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
N Das, M Shanbhogue, ST Chen, F Hohman, L Chen, ME Kounavis, ...
arXiv preprint arXiv:1705.02900, 2017
2422017
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning Using JPEG Compression
N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1512018
CNN Explainer: Learning convolutional neural networks with interactive visualization
ZJ Wang, R Turko, O Shaikh, H Park, N Das, F Hohman, M Kahng, ...
IEEE Transactions on Visualization and Computer Graphics 27 (2), 1396-1406, 2020
712020
GOGGLES: Automatic Image Labeling with Affinity Coding
N Das, S Chaba, R Wu, S Gandhi, DH Chau, X Chu
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
24*2020
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio
N Das, M Shanbhogue, ST Chen, L Chen, ME Kounavis, DH Chau
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
242018
CNN 101: Interactive visual learning for convolutional neural networks
ZJ Wang, R Turko, O Shaikh, H Park, N Das, F Hohman, M Kahng, ...
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020
112020
Bluff: Interactively deciphering adversarial attacks on deep neural networks
N Das, H Park, ZJ Wang, F Hohman, R Firstman, E Rogers, DHP Chau
2020 IEEE Visualization Conference (VIS), 271-275, 2020
102020
Compression to the Rescue: Defending from Adversarial Attacks Across Modalities
N Das, M Shanbhogue, ST Chen, F Hohman, S Li, L Chen, ME Kounavis, ...
Project Showcase Workshop at the 24th ACM SIGKDD International Conference on …, 2018
102018
Passage: A travel safety assistant with safe path recommendations for pedestrians
M Garvey, N Das, J Su, M Natraj, B Verma
Companion Publication of the 21st International Conference on Intelligent …, 2016
82016
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning
N Das, S Bodapati, M Sunkara, S Srinivasan, DH Chau
Interspeech 2021, 1314--1318, 2021
62021
Massif: Interactive interpretation of adversarial attacks on deep learning
N Das, H Park, ZJ Wang, F Hohman, R Firstman, E Rogers, DH Chau
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020
62020
The Efficacy of SHIELD under Different Threat Models
C Cornelius, N Das, ST Chen, L Chen, M Kounavis, DH Chau
Workshop on Learning and Mining for Cybersecurity at the 25th ACM SIGKDD …, 2019
42019
Neurocartography: Scalable automatic visual summarization of concepts in deep neural networks
H Park, N Das, R Duggal, AP Wright, O Shaikh, F Hohman, DHP Chau
IEEE Transactions on Visualization and Computer Graphics 28 (1), 813-823, 2021
32021
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
H Park, ZJ Wang, N Das, AS Paul, P Perumalla, Z Zhou, DH Chau
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 16094 …, 2021
22021
MLsploit: A Framework for Interactive Experimentation with Adversarial Machine Learning Research
N Das, S Li, C Jeon, J Jung, ST Chen, C Yagemann, E Downing, H Park, ...
Project Showcase Workshop at the 25th ACM SIGKDD International Conference on …, 2019
22019
A Cluster-then-label Approach for Few-shot Learning with Application to Automatic Image Data Labeling
R Wu, N Das, S Chaba, S Gandhi, DH Chau, X Chu
ACM Journal of Data and Information Quality (JDIQ) 14 (3), 1-23, 2022
2022
Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities
N Das, DH Chau, M Sunkara, S Bodapati, D Bekal, K Kirchhoff
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
Understanding, Fortifying and Democratizing AI Security
N Das
Georgia Institute of Technology, 2022
2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning
N Das, DH Chau
arXiv preprint arXiv:2204.02381, 2022
2022
SkeleVision: Towards Adversarial Resiliency of Person Tracking with Multi-Task Learning
N Das, SY Peng, DH Chau
arXiv preprint arXiv:2204.00734, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–20