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Knowledge Commons of Institute of Automation,CAS
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Detecting Vulnerability on IoT Device Firmware: A Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors:
Xiaotao Feng
;
Xiaogang Zhu
;
Qing-Long Han
;
Wei Zhou
;
Sheng Wen
;
Yang Xiang
Adobe PDF(3134Kb)
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Submit date:2023/01/03
Firmware emulation
internet of things (IoT) firmware
network fuzzing
security
static analysis
Federated Learning with Privacy-preserving and Model IP-right-protection
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:
Qiang Yang
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Submit date:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property protection
A Survey on Negative Transfer
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
Authors:
Wen Zhang
;
Lingfei Deng
;
Lei Zhang
;
Dongrui Wu
Adobe PDF(2739Kb)
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Submit date:2023/01/16
Domain adaptation
domain similarity
negative transfer
positive transfer
transfer learning
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
Authors:
Qinghai Miao
;
Yisheng Lv
;
Min Huang
;
Xiao Wang
;
Fei-Yue Wang
Adobe PDF(11937Kb)
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View/Download:4/1
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Submit date:2023/03/02
Machine learning
parallel learning
parallel systems
sim-to-real
syn-to-real
virtual-to-real
基于深度学习的气象预测方法研究
学位论文
, 2022
Authors:
向德萍
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Submit date:2023/01/12
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基于脑网络组图谱的精神分裂症亚型研究
学位论文
, 2022
Authors:
时维阳
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Submit date:2022/12/22
精神分裂症
异质性
亚型
影像-临床关联分析
影像-转录组关联分析
Towards Corruption-Agnostic Robust Domain Adaptation
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 4, 页码: 16
Authors:
Xu, Yifan
;
Sheng, Kekai
;
Dong, Weiming
;
Wu, Baoyuan
;
Xu, Changsheng
;
Hu, Bao-Gang
Adobe PDF(2116Kb)
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Submit date:2022/06/10
Domain adaptation
corruption robustness
transfer learning
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization
期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
Authors:
Yang, Yukuan
;
Chi, Xiaowei
;
Deng, Lei
;
Yan, Tianyi
;
Gao, Feng
;
Li, Guoqi
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Submit date:2022/11/21
Full 8-bit quantization
Network without batch normalization
Small batch
Online training
Resource-limited devices
Dual-discriminator adversarial framework for data-free quantization
期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
Authors:
Li, Zhikai
;
Ma, Liping
;
Long, Xianlei
;
Xiao, Junrui
;
Gu, Qingyi
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Submit date:2022/11/21
Model compression
Quantized neural networks
Data-free quantization
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
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View/Download:36/0
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Submit date:2022/11/14
Perturbation methods
Semantics
Computational modeling
Codes
Task analysis
Privacy
Software
Adversarial perturbation
deep neural network (DNN)
privacy protection
semantic retrieval