Obserwuj
Mirazul Haque
Mirazul Haque
Research Scientist, JP Morgan AI Research
Zweryfikowany adres z jpmchase.com
Tytuł
Cytowane przez
Cytowane przez
Rok
ILFO: Adversarial attack on adaptive neural networks
M Haque, A Chauhan, C Liu, W Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
332020
Nicgslowdown: Evaluating the efficiency robustness of neural image caption generation models
S Chen, Z Song, M Haque, C Liu, W Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
262022
Nmtsloth: understanding and testing efficiency degradation of neural machine translation systems
S Chen, C Liu, M Haque, Z Song, W Yang
Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022
152022
Deepperform: An efficient approach for performance testing of resource-constrained neural networks
S Chen, M Haque, C Liu, W Yang
Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022
142022
The dark side of dynamic routing neural networks: Towards efficiency backdoor injection
S Chen, H Chen, M Haque, C Liu, W Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
102023
Testaug: A framework for augmenting capability-based nlp tests
G Yang, M Haque, Q Song, W Yang, X Liu
arXiv preprint arXiv:2210.08097, 2022
82022
Ereba: Black-box energy testing of adaptive neural networks
M Haque, Y Yadlapalli, W Yang, C Liu
Proceedings of the 44th International Conference on Software Engineering …, 2022
72022
Slothspeech: Denial-of-service attack against speech recognition models
M Haque, R Shah, S Chen, B Şişman, C Liu, W Yang
arXiv preprint arXiv:2306.00794, 2023
32023
Corrgan: Input transformation technique against natural corruptions
M Haque, CJ Budnik, W Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
32022
Nodeattack: Adversarial attack on the energy consumption of neural odes
M Haque, S Chen, WA Haque, C Liu, W Yang
32021
Transslowdown: Efficiency Attacks on Neural Machine Translation Systems
S Chen, M Haque, Z Song, C Liu, W Yang
22021
AntiNODE: Evaluating Efficiency Robustness of Neural ODEs
M Haque, S Chen, W Haque, C Liu, W Yang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks
M Haque, W Yang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
SlothBomb: Efficiency Poisoning Attack against Dynamic Neural Networks
S Chen, H Chen, M Haque, C Liu, W Yang
2022
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