Chia-Mu Yu

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 86

Top Venues

CoRR

ICASSP

IEEE Internet Things J.

CCS

Publications

Chia-Yi Hsu, Yu-Lin Tsai, Chih-Hsun Lin, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models. CoRR (2024)
Ming-Yu Chung, Sheng-Yen Chou, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo, Tsung-Yi Ho
Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective. ICLR (2024)
Cheng-Yi Lee, Ching-Chia Kao, Cheng-Han Yeh, Chun-Shien Lu, Chia-Mu Yu, Chu-Song Chen
Defending Against Repetitive-based Backdoor Attacks on Semi-supervised Learning through Lens of Rate-Distortion-Perception Trade-off. CoRR (2024)
Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia-You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models? ICLR (2024)
Cheng-Yi Lee, Cheng-Chang Tsai, Ching-Chia Kao, Chun-Shien Lu, Chia-Mu Yu
Defending against Clean-Image Backdoor Attack in Multi-Label Classification. ICASSP (2024)
Min-Yan Tsai, Hsin-Hung Cho, Chia-Mu Yu, Yao-Chung Chang, Han-Chieh Chao
Effective Adversarial Examples Identification of Credit Card Transactions. IEEE Intell. Syst. 39 (4) (2024)
Shyam Marjit, Harshit Singh, Nityanand Mathur, Sayak Paul, Chia-Mu Yu, Pin-Yu Chen
DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models. CoRR (2024)
Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse
Differentially Private Fine-Tuning of Diffusion Models. CoRR (2024)
Chih-Hsun Lin, Chia-Yi Hsu, Chia-Mu Yu, Yang Cao, Chun-Ying Huang
DPAF: Image Synthesis via Differentially Private Aggregation in Forward Phase. CoRR (2023)
Hsin-Hung Cho, Min-Yan Tsai, Jiang-Yi Zeng, Chia-Mu Yu, Han-Chieh Chao, Ilsun You
LDoS Attacks Detection for ICPS NB-IoTs Environment via SE-Based CNN. IEEE Syst. J. 17 (4) (2023)
Yizhe Li, Yu-Lin Tsai, Chia-Mu Yu, Pin-Yu Chen, Xuebin Ren
Exploring the Benefits of Visual Prompting in Differential Privacy. ICCV (2023)
Ming-Yu Chung, Sheng-Yen Chou, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo, Tsung-Yi Ho
Rethinking Backdoor Attacks on Dataset Distillation: A Kernel Method Perspective. CoRR (2023)
Yen-Ting Chen, Chia-Yi Hsu, Chia-Mu Yu, Mahmoud Barhamgi, Charith Perera
On the Private Data Synthesis Through Deep Generative Models for Data Scarcity of Industrial Internet of Things. IEEE Trans. Ind. Informatics 19 (1) (2023)
Hikaru Horigome, Hiroaki Kikuchi, Chia-Mu Yu
Local Differential Privacy Protocol for Making Key-Value Data Robust Against Poisoning Attacks. MDAI (2023)
Xilong Wang, Chia-Mu Yu, Pin-Yu Chen
Exploring the Benefits of Differentially Private Pre-training and Parameter-Efficient Fine-tuning for Table Transformers. CoRR (2023)
Yizhe Li, Yu-Lin Tsai, Xuebin Ren, Chia-Mu Yu, Pin-Yu Chen
Exploring the Benefits of Visual Prompting in Differential Privacy. CoRR (2023)
Hikaru Horigome, Hiroaki Kikuchi, Chia-Mu Yu
Expectation-Maximization Estimation for Key-Value Data Randomized with Local Differential Privacy. AINA (2) (2023)
Fabrizio Lamberti, Alberto Cannavò, Zaixing He, Lucia Pepa, Chia-Mu Yu
Guest Editorial of the Special Section on Consumer Electronics With Artificial Intelligence. IEEE Trans. Consumer Electron. 69 (3) (2023)
Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia-You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models? CoRR (2023)
Jhih-Cing Huang, Yu-Lin Tsai, Chao-Han Huck Yang, Cheng-Fang Su, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo
Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise. ICASSP (2023)
Chia-Mu Yu
Counteracting Side Channels in Cross-User Client-Side Deduplicated Cloud Storage. IEEE Internet Things J. 10 (17) (2023)
Jia-Wei Chen, Chia-Mu Yu, Ching-Chia Kao, Tzai-Wei Pang, Chun-Shien Lu
DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis. CVPR (2022)
Tooska Dargahi, Hossein Ahmadvand, Mansour Naser Alraja, Chia-Mu Yu
Integration of Blockchain with Connected and Autonomous Vehicles: Vision and Challenge. ACM J. Data Inf. Qual. 14 (1) (2022)
Kazuto Fukuchi, Chia-Mu Yu, Jun Sakuma
Locally Differentially Private Minimum Finding. IEICE Trans. Inf. Syst. (8) (2022)
Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Chia-Mu Yu
Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning. AAAI (2022)
Chang-Sheng Lin, Chia-Yi Hsu, Pin-Yu Chen, Chia-Mu Yu
Real-World Adversarial Examples Via Makeup. ICASSP (2022)
Chih-Hsun Lin, Chia-Mu Yu, Chun-Ying Huang
DPView: Differentially Private Data Synthesis Through Domain Size Information. IEEE Internet Things J. 9 (17) (2022)
Olayinka Adeboye, Tooska Dargahi, Meisam Babaie, Mohamad Saraee, Chia-Mu Yu
DeepClean: A Robust Deep Learning Technique for Autonomous Vehicle Camera Data Privacy. IEEE Access 10 (2022)
Chia-Mu Yu, Kang-Cheng Chen, Ching-Tang Chang, Yen-Wu Ti
SegNet: a network for detecting deepfake facial videos. Multim. Syst. 28 (3) (2022)
Fan-Hsun Tseng, Yu-Shan Liang, Yen-Wu Ti, Chia-Mu Yu
Intelligent reflecting surface-aided network planning. IET Commun. 16 (20) (2022)
Jhih-Cing Huang, Yu-Lin Tsai, Chao-Han Huck Yang, Cheng-Fang Su, Chia-Mu Yu, Pin-Yu Chen, Sy-Yen Kuo
Certified Robustness of Quantum Classifiers against Adversarial Examples through Quantum Noise. CoRR (2022)
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen
Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations. CoRR (2021)
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen
Non-Singular Adversarial Robustness of Neural Networks. ICASSP (2021)
Yao-Tung Tsou, Mansour Naser Alraja, Li-Sheng Chen, Yu-Hsiang Chang, Yung-Li Hu, Yennun Huang, Chia-Mu Yu, Pei-Yuan Tsai
(k, ε , δ)-Anonymization: privacy-preserving data release based on k-anonymity and differential privacy. Serv. Oriented Comput. Appl. 15 (3) (2021)
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen
Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations. NeurIPS (2021)
Claudio Agostino Ardagna, Mauro Conti, Ernesto Damiani, Chia-Mu Yu
Editorial: Special issue on trusted Cloud-Edges computations. Future Gener. Comput. Syst. 114 (2021)
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
DPCrowd: Privacy-Preserving and Communication-Efficient Decentralized Statistical Estimation for Real-Time Crowdsourced Data. IEEE Internet Things J. 8 (4) (2021)
Yu-Lin Tsai, Chia-Yi Hsu, Chia-Mu Yu, Pin-Yu Chen
Non-Singular Adversarial Robustness of Neural Networks. CoRR (2021)
Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, Chun-Shien Lu
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation With Manipulable Semantics. CVPR (2021)
Moreno Ambrosin, Mauro Conti, Riccardo Lazzeretti, Chia-Mu Yu
Introduction to the Special Issue on Security and Privacy for Connected Cyber-physical Systems. ACM Trans. Cyber Phys. Syst. 5 (1) (2021)
Chang-Sheng Lin, Chia-Yi Hsu, Pin-Yu Chen, Chia-Mu Yu
Real-World Adversarial Examples involving Makeup Application. CoRR (2021)
Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen
CAFE: Catastrophic Data Leakage in Vertical Federated Learning. CoRR (2021)
Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, Chun-Shien Lu
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics. CoRR (2021)
Chia-Hung Yuan, Pin-Yu Chen, Chia-Mu Yu
Meta Adversarial Perturbations. CoRR (2021)
Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen
Catastrophic Data Leakage in Vertical Federated Learning. NeurIPS (2021)
Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Lu, Chia-Mu Yu
Adversarial Examples for Unsupervised Machine Learning Models. CoRR (2021)
Mahmoud Barhamgi, Charith Perera, Chia-Mu Yu, Djamal Benslimane, David Camacho, Christine Bonnet
Privacy in Data Service Composition. CoRR (2020)
Yu-Hsi Chiang, Hsu-Chun Hsiao, Chia-Mu Yu, Tiffany Hyun-Jin Kim
On the Privacy Risks of Compromised Trigger-Action Platforms. ESORICS (2) (2020)
Xuebin Ren, Chia-Mu Yu, Wei Yu, Xinyu Yang, Jun Zhao, Shusen Yang
DPCrowd: Privacy-preserving and Communication-efficient Decentralized Statistical Estimation for Real-time Crowd-sourced Data. CoRR (2020)
Yen-Wu Ti, Chia-Feng Wu, Chia-Mu Yu, Sy-Yen Kuo
Benchmarking Dynamic Searchable Symmetric Encryption Scheme for Cloud-Internet of Things Applications. IEEE Access 8 (2020)
Claudio Agostino Ardagna, Mauro Conti, Chia-Mu Yu
Special issue on Trusted Cloud-Edges Computations. Future Gener. Comput. Syst. 112 (2020)
Mahmoud Barhamgi, Charith Perera, Chia-Mu Yu, Djamal Benslimane, David Camacho, Christine Bonnet
Privacy in Data Service Composition. IEEE Trans. Serv. Comput. 13 (4) (2020)
Chia-Mu Yu, Sarada Prasad Gochhayat, Mauro Conti, Chun-Shien Lu
Privacy Aware Data Deduplication for Side Channel in Cloud Storage. IEEE Trans. Cloud Comput. 8 (2) (2020)
Kazuto Fukuchi, Chia-Mu Yu, Arashi Haishima, Jun Sakuma
Locally Differentially Private Minimum Finding. CoRR (2019)
Chia-Yi Hsu, Pin-Yu Chen, Chia-Mu Yu
Characterizing Adversarial Subspaces by Mutual Information. AsiaCCS (2019)
Chia-Mu Yu, Ching-Tang Chang, Yen-Wu Ti
Detecting Deepfake-Forged Contents with Separable Convolutional Neural Network and Image Segmentation. CoRR (2019)
Xuebin Ren, Shuyang Wang, Xianghua Yao, Chia-Mu Yu, Wei Yu, Xinyu Yang
Differentially Private Event Sequences over Infinite Streams with Relaxed Privacy Guarantee. WASA (2019)
Pei-Hsuan Lu, Pang-Chieh Wang, Chia-Mu Yu
Empirical Evaluation on Synthetic Data Generation with Generative Adversarial Network. WIMS (2019)
I-Chen Tsai, Chia-Mu Yu, Haruo Yokota, Sy-Yen Kuo
VENUS: Verifiable range query in data streaming. INFOCOM Workshops (2018)
Zahra Pooranian, Kang-Cheng Chen, Chia-Mu Yu, Mauro Conti
RARE: Defeating side channels based on data-deduplication in cloud storage. INFOCOM Workshops (2018)
Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples. CoRR (2018)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
LoPub: High-Dimensional Crowdsourced Data Publication With Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 13 (9) (2018)
Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota
Abnormal-Node Detection Based on Spatio-Temporal and Multivariate-Attribute Correlation in Wireless Sensor Networks. DASC/PiCom/DataCom/CyberSciTech (2018)
Chia-Yi Hsu, Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On the Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces. GlobalSIP (2018)
Pei-Hsuan Lu, Pin-Yu Chen, Kang-Cheng Chen, Chia-Mu Yu
-based Adversarial Examples. CoRR (2018)
Nesrine Berjab, Hieu Hanh Le, Chia-Mu Yu, Sy-Yen Kuo, Haruo Yokota
Hierarchical Abnormal-Node Detection Using Fuzzy Logic for ECA Rule-Based Wireless Sensor Networks. PRDC (2018)
Pei-Hsuan Lu, Pin-Yu Chen, Kang-Cheng Chen, Chia-Mu Yu
On the Limitation of MagNet Defense Against L1-Based Adversarial Examples. DSN Workshops (2018)
Po-Yen Lee, Chia-Mu Yu, Tooska Dargahi, Mauro Conti, Giuseppe Bianchi
MDSClone: Multidimensional Scaling Aided Clone Detection in Internet of Things. IEEE Trans. Inf. Forensics Secur. 13 (8) (2018)
Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples. ICLR (Workshop) (2018)
Chia-Yi Hsu, Pei-Hsuan Lu, Pin-Yu Chen, Chia-Mu Yu
On The Utility of Conditional Generation Based Mutual Information for Characterizing Adversarial Subspaces. CoRR (2018)
I-Chen Tsai, Chia-Mu Yu, Haruo Yokota, Sy-Yen Kuo
Key Management in Internet of Things via Kronecker Product. PRDC (2017)
Mahmoud Barhamgi, Mu Yang, Chia-Mu Yu, Yijun Yu, Arosha K. Bandara, Djamal Benslimane, Bashar Nuseibeh
Enabling End-Users to Protect their Privacy. AsiaCCS (2017)
Hung-Li Chen, Jia-Yang Chen, Yao-Tung Tsou, Chia-Mu Yu, Bo-Chen Tai, Szu-Chuang Li, Yennun Huang, Chia-Ming Lin
Evaluating the Risk of Data Disclosure Using Noise Estimation for Differential Privacy. PRDC (2017)
Kang-Cheng Chen, Chia-Mu Yu, Bo-Chen Tai, Szu-Chuang Li, Yao-Tung Tsou, Yennun Huang, Chia-Ming Lin
Data-Driven Approach for Evaluating Risk of Disclosure and Utility in Differentially Private Data Release. AINA (2017)
TonTon Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao
Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection. TAAI (2017)
Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections. CoRR (2017)
TonTon Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao
Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection. CoRR (2017)
Pei-Hsuan Lu, Chia-Mu Yu
POSTER: A Unified Framework of Differentially Private Synthetic Data Release with Generative Adversarial Network. CCS (2017)
Chi-Yuan Chen, Hsin-Min Wu, Lei Wang, Chia-Mu Yu
Practical integrity preservation for data streaming in cloud-assisted healthcare sensor systems. Comput. Networks 129 (2017)
Chia-Mu Yu, Chi-Yuan Chen, Han-Chieh Chao
Privacy-Preserving Multikeyword Similarity Search Over Outsourced Cloud Data. IEEE Syst. J. 11 (2) (2017)
Chia-Mu Yu
POSTER: Efficient Cross-User Chunk-Level Client-Side Data Deduplication with Symmetrically Encrypted Two-Party Interactions. CCS (2016)
Hung-Chuan Wei, Yung-Hao Tung, Chia-Mu Yu
Counteracting UDP flooding attacks in SDN. NetSoft (2016)
Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo
Compressed Sensing-Based Clone Identification in Sensor Networks. IEEE Trans. Wirel. Commun. 15 (4) (2016)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann
High-Dimensional Crowdsourced Data Distribution Estimation with Local Privacy. CIT (2016)
Chia-Mu Yu
XDedup: Efficient Provably-Secure Cross-User Chunk-Level Client-Side Deduplicated Cloud Storage of Encrypted Data. IACR Cryptol. ePrint Arch. 2016 (2016)
Xuebin Ren, Chia-Mu Yu, Weiren Yu, Shusen Yang, Xinyu Yang, Julie A. McCann, Philip S. Yu
LoPub: High-Dimensional Crowdsourced Data Publication with Local Differential Privacy. CoRR (2016)
Chia-Mu Yu, Chi-Yuan Chen, Han-Chieh Chao
Verifiable, privacy-assured, and accurate signal collection for cloud-assisted wireless sensor networks. IEEE Commun. Mag. 53 (8) (2015)
Chia-Mu Yu
POSTER: Lightweight Streaming Authenticated Data Structures. CCS (2015)
Chia-Mu Yu, Chi-Yuan Chen, Han-Chieh Chao
Proof of ownership in deduplicated cloud storage with mobile device efficiency. IEEE Netw. 29 (2) (2015)
Yu-Shen Ho, Ruay-Lien Ma, Cheng-En Sung, I-Chen Tsai, Li-Wei Kang, Chia-Mu Yu
Deterministic detection of node replication attacks in sensor networks. ICCE-TW (2015)
Chia-Mu Yu, Guo-Kai Ni, Ing-Yi Chen, Erol Gelenbe, Sy-Yen Kuo
Top-$k$ Query Result Completeness Verification in Tiered Sensor Networks. IEEE Trans. Inf. Forensics Secur. 9 (1) (2014)
Chia-Mu Yu, Li-Wei Kang
Sensor localization via robust principle component analysis. ICCE-TW (2014)
Chia-Mu Yu, Chi-Yuan Chen, Sy-Yen Kuo, Han-Chieh Chao
Privacy-Preserving Power Request in Smart Grid Networks. IEEE Syst. J. 8 (2) (2014)
Chia-Mu Yu, Guo-Kai Ni, Ing-Yi Chen, Erol Gelenbe, Sy-Yen Kuo
Top-k query result completeness verification in sensor networks. ICC Workshops (2013)
Chia-Mu Yu, Yao-Tung Tsou, Chun-Shien Lu, Sy-Yen Kuo
Localized Algorithms for Detection of Node Replication Attacks in Mobile Sensor Networks. IEEE Trans. Inf. Forensics Secur. 8 (5) (2013)
Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo
CSI: Compressed sensing-based clone identification in sensor networks. PerCom Workshops (2012)
Yu-Shan Liang, Wei-Ho Chung, Chia-Mu Yu, Hongke Zhang, Chung-Hsiu Chung, Chih-Hsiang Ho, Sy-Yen Kuo
Resource Block Assignment for Interference Avoidance in Femtocell Networks. VTC Fall (2012)
H. T. Kung, Chia-Mu Yu
Reducing Reconciliation Communication Cost with Compressed Sensing CoRR (2012)
Chia-Mu Yu, Sung-Hsien Hsieh, Han-Wen Liang, Chun-Shien Lu, Wei-Ho Chung, Sy-Yen Kuo, Soo-Chang Pei
Compressed Sensing Detector Design for Space Shift Keying in MIMO Systems. IEEE Commun. Lett. 16 (10) (2012)
Li-Wei Kang, Chih-Yang Lin, Hung-Wei Chen, Chia-Mu Yu, Chun-Shien Lu, Chao-Yung Hsu, Soo-Chang Pei
Secure transcoding for compressive multimedia sensing. ICIP (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chia-Mu Yu