Pin-Yu Chen
Pin-Yu Chen
Research Staff Member, IBM Research AI, MIT-IBM Watson AI Lab
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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
Smart attacks in smart grid communication networks
PY Chen, SM Cheng, KC Chen
IEEE Communications Magazine 50 (8), 24-29, 2012
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
PY Chen, Y Sharma, H Zhang, J Yi, CJ Hsieh
AAAI 2018, 2017
On modeling malware propagation in generalized social networks
SM Cheng, WC Ao, PY Chen, KC Chen
IEEE Communications Letters 15 (1), 25-27, 2010
Optimal Control of Epidemic Information Dissemination Over Networks
PY Chen, SM Cheng, KC Chen
IEEE Transactions on Cybernetics, 2014
Information Fusion to Defend Intentional Attack in Internet of Things
PY Chen, SM Cheng, KC Chen
IEEE Internet of Things Journal, 2014
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
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
Information epidemics in complex networks with opportunistic links and dynamic topology
PY Chen, KC Chen
IEEE GLOBECOM 2010, 1-6, 2010
Security and privacy in Internet of things (IoTs): Models, Algorithms, and Implementations
F Hu
CRC Press, 2016
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
Attacking the Madry defense model with -based adversarial examples
Y Sharma, PY Chen
ICLR 2018 Workshop, 2017
Deep Community Detection
PY Chen, AO Hero
IEEE Transactions on Signal Processing, 2014
Local Fiedler vector centrality for detection of deep and overlapping communities in networks
PY Chen, AO Hero
IEEE ICASSP 2014, 1120-1124, 2014
Assessing and safeguarding network resilience to nodal attacks
PY Chen, AO Hero
IEEE Communications Magazine 52 (11), 138-143, 2014
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
When Crowdsourcing Meets Mobile Sensing: A Social Network Perspective
PY Chen, SM Cheng, PS Ting, CW Lien, FJ Chu
IEEE Communications Magazine, 2015
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples
M Cheng, J Yi, H Zhang, PY Chen, CJ Hsieh
arXiv preprint arXiv:1803.01128, 2018
Phase transitions in spectral community detection
PY Chen, AO Hero
IEEE Transactions on Signal Processing, 2014
Efficient Neural Network Robustness Certification with General Activation Functions
H Zhang, TW Weng, PY Chen, CJ Hsieh, L Daniel
NeurIPS 2018, 2018
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