Pin-Yu Chen
Pin-Yu Chen
Research Staff Member, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRC
Verifierad e-postadress på ibm.com - Startsida
TitelCiteras avÅr
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models
PY Chen, H Zhang, Y Sharma, J Yi, CJ Hsieh
ACM CCS Workshop on AI and Security, 2017
2912017
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
PY Chen, Y Sharma, H Zhang, J Yi, CJ Hsieh
AAAI 2018, 2017
1722017
Smart attacks in smart grid communication networks
PY Chen, SM Cheng, KC Chen
IEEE Communications Magazine 50 (8), 24-29, 2012
1682012
On modeling malware propagation in generalized social networks
SM Cheng, WC Ao, PY Chen, KC Chen
IEEE Communications Letters 15 (1), 25-27, 2010
1112010
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
TW Weng, H Zhang, PY Chen, J Yi, D Su, Y Gao, CJ Hsieh, L Daniel
ICLR 2018, 2018
712018
Efficient Neural Network Robustness Certification with General Activation Functions
H Zhang, TW Weng, PY Chen, CJ Hsieh, L Daniel
NeurIPS 2018, 2018
682018
Is Robustness the Cost of Accuracy?--A Comprehensive Study on the Robustness of 18 Deep Image Classification Models
D Su, H Zhang, H Chen, J Yi, PY Chen, Y Gao
ECCV 2018, 2018
672018
Information Fusion to Defend Intentional Attack in Internet of Things
PY Chen, SM Cheng, KC Chen
IEEE Internet of Things Journal, 2014
662014
Optimal Control of Epidemic Information Dissemination Over Networks
PY Chen, SM Cheng, KC Chen
IEEE Transactions on Cybernetics, 2014
632014
Attacking visual language grounding with adversarial examples: A case study on neural image captioning
H Chen, H Zhang, PY Chen, J Yi, CJ Hsieh
ACL 2018 (Long Papers) 1, 2587-2597, 2018
60*2018
Attacking the Madry defense model with -based adversarial examples
Y Sharma, PY Chen
ICLR 2018 Workshop, 2017
502017
Query-efficient hard-label black-box attack: An optimization-based approach
M Cheng, T Le, PY Chen, J Yi, H Zhang, CJ Hsieh
ICLR 2019, 2018
482018
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples
M Cheng, J Yi, H Zhang, PY Chen, CJ Hsieh
AAAI 2020, 2018
472018
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks
CC Tu, P Ting, PY Chen, S Liu, H Zhang, J Yi, CJ Hsieh, SM Cheng
AAAI 2019 (oral presentation), 2018
442018
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives
A Dhurandhar, PY Chen, R Luss, CC Tu, P Ting, K Shanmugam, P Das
NeurIPS 2018, 2018
442018
Deep Community Detection
PY Chen, AO Hero
IEEE Transactions on Signal Processing, 2014
442014
Information epidemics in complex networks with opportunistic links and dynamic topology
PY Chen, KC Chen
IEEE GLOBECOM 2010, 1-6, 2010
422010
Local Fiedler vector centrality for detection of deep and overlapping communities in networks
PY Chen, AO Hero
IEEE ICASSP 2014, 1120-1124, 2014
372014
Multi-path routing with end-to-end statistical QoS provisioning in underlay cognitive radio networks
PY Chen, SM Cheng, WC Ao, KC Chen
IEEE INFOCOM Workshops 2011, 7-12, 2011
362011
Assessing and safeguarding network resilience to nodal attacks
PY Chen, AO Hero
IEEE Communications Magazine 52 (11), 138-143, 2014
352014
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Artiklar 1–20