Yansong Gao

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 136

Top Venues

CoRR

IEEE Trans. Dependable Secur. Comput.

IEEE Trans. Inf. Forensics Secur.

Comput. Secur.

Publications

Zhi Zhang, Decheng Chen, Jiahao Qi, Yueqiang Cheng, Shijie Jiang, Yiyang Lin, Yansong Gao, Surya Nepal, Yi Zou, Jiliang Zhang, Yang Xiang
SoK: Rowhammer on Commodity Operating Systems. AsiaCCS (2024)
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao
Toward a Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Guohong Wang, Hua Ma, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Wei Kang, Said F. Al-Sarawi, Gongxuan Zhang, Derek Abbott
One-to-Multiple Clean-Label Image Camouflage (OmClic) based backdoor attack on deep learning. Knowl. Based Syst. 288 (2024)
Huaibing Peng, Huming Qiu, Hua Ma, Shuo Wang, Anmin Fu, Said F. Al-Sarawi, Derek Abbott, Yansong Gao
On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Weibo Wang, Yifeng Zheng, Songlei Wang, Zhongyun Hua, Lei Xu, Yansong Gao
BopSkyline: Boosting privacy-preserving skyline query service in the cloud. Comput. Secur. 140 (2024)
Shaofeng Li, Xinyu Wang, Minhui Xue, Haojin Zhu, Zhi Zhang, Yansong Gao, Wen Wu, Xuemin (Sherman) Shen
Yes, One-Bit-Flip Matters! Universal DNN Model Inference Depletion with Runtime Code Fault Injection. USENIX Security Symposium (2024)
Na Li, Chunyi Zhou, Yansong Gao, Hui Chen, Anmin Fu, Zhi Zhang, Yu Shui
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects. CoRR (2024)
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Jiliang Zhang, Said F. Al-Sarawi, Derek Abbott
Quantization Backdoors to Deep Learning Commercial Frameworks. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Yifan Zhu, Huaibing Peng, Anmin Fu, Wei Yang, Hua Ma, Said F. Al-Sarawi, Derek Abbott, Yansong Gao
Towards robustness evaluation of backdoor defense on quantized deep learning models. Expert Syst. Appl. 255 (2024)
Xin Zhang, Zhi Zhang, Qingni Shen, Wenhao Wang, Yansong Gao, Zhuoxi Yang, Jiliang Zhang
SegScope: Probing Fine-grained Interrupts via Architectural Footprints. HPCA (2024)
Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott
NTD: Non-Transferability Enabled Deep Learning Backdoor Detection. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Benxuan Huang, Lihui Pang, Anmin Fu, Said F. Al-Sarawi, Derek Abbott, Yansong Gao
Sponge Attack Against Multi-Exit Networks With Data Poisoning. IEEE Access 12 (2024)
Shengfang Zhai, Huanran Chen, Yinpeng Dong, Jiajun Li, Qingni Shen, Yansong Gao, Hang Su, Yang Liu
Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy. CoRR (2024)
Hang Thanh Bui, Hamed Aboutorab, Arash Mahboubi, Yansong Gao, Nazatul Haque Sultan, Aufeef Chauhan, Mohammad Zavid Parvez, Michael Bewong, Rafiqul Islam, Zahidul Islam, Seyit Ahmet Çamtepe, Praveen Gauravaram, Dineshkumar Singh, Muhammad Ali Babar, Shihao Yan
Agriculture 4.0 and beyond: Evaluating cyber threat intelligence sources and techniques in smart farming ecosystems. Comput. Secur. 140 (2024)
Zhi Zhang, Wei He, Yueqiang Cheng, Wenhao Wang, Yansong Gao, Dongxi Liu, Kang Li, Surya Nepal, Anmin Fu, Yi Zou
Implicit Hammer: Cross-Privilege-Boundary Rowhammer Through Implicit Accesses. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Yang Su, Michael Chesser, Yansong Gao, Alanson P. Sample, Damith C. Ranasinghe
Wisecr: Secure Simultaneous Code Dissemination to Many Batteryless Computational RFID Devices. IEEE Trans. Dependable Secur. Comput. 20 (3) (2023)
Seonhye Park, Alsharif Abuadbba, Shuo Wang, Kristen Moore, Yansong Gao, Hyoungshick Kim, Surya Nepal
DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks. ACSAC (2023)
Yansong Gao, Huming Qiu, Zhi Zhang, Binghui Wang, Hua Ma, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Surya Nepal
DeepTheft: Stealing DNN Model Architectures through Power Side Channel. CoRR (2023)
Ngoc Duy Pham, Alsharif Abuadbba, Yansong Gao, Khoa Tran Phan, Naveen K. Chilamkurti
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yansong Gao, Said F. Al-Sarawi, Derek Abbott
MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning. Comput. Secur. 133 (2023)
Yansong Gao, Zhihong Pan, Xin Zhou, Le Kang, Pratik Chaudhari
Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis. CoRR (2023)
Jiliang Zhang, Jing Xu, Zhi Zhang, Yansong Gao
Imperceptible Sample-Specific Backdoor to DNN with Denoising Autoencoder. CoRR (2023)
Yansong Gao, Jianrong Yao, Lihui Pang, Wei Yang, Anmin Fu, Said F. Al-Sarawi, Derek Abbott
MLMSA: Multilabel Multiside-Channel-Information Enabled Deep Learning Attacks on APUF Variants. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (9) (2023)
Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhiyang Dai, Zhi Zhang, Minhui Xue, Yuqing Zhang
PPA: Preference Profiling Attack Against Federated Learning. NDSS (2023)
Jiliang Zhang, Shuang Peng, Yansong Gao, Zhi Zhang, Qinghui Hong
APMSA: Adversarial Perturbation Against Model Stealing Attacks. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Yansong Gao, Yang Su, Surya Nepal, Damith C. Ranasinghe
NoisFre: Noise-Tolerant Memory Fingerprints from Commodity Devices for Security Functions. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Surya Nepal, Derek Abbott
TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World. SRDS (2023)
Yifeng Zheng, Weibo Wang, Songlei Wang, Zhongyun Hua, Yansong Gao
ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud. CoRR (2023)
Boyu Kuang, Anmin Fu, Yansong Gao, Yuqing Zhang, Jianying Zhou, Robert H. Deng
FeSA: Automatic Federated Swarm Attestation on Dynamic Large-Scale IoT Devices. IEEE Trans. Dependable Secur. Comput. 20 (4) (2023)
Yupeng Hu, Wenxin Kuang, Zheng Qin, Kenli Li, Jiliang Zhang, Yansong Gao, Wenjia Li, Keqin Li
Artificial Intelligence Security: Threats and Countermeasures. ACM Comput. Surv. 55 (2) (2023)
Jinpeng Hou, Yansong Gao, Mang Su, Willy Susilo, Jie Chen, Anmin Fu
Asymmetric Trapdoor Pseudorandom Generators: Definitions, Constructions, and Applications to Homomorphic Signatures with Shorter Public Keys. IACR Cryptol. ePrint Arch. 2023 (2023)
Yifeng Zheng, Shuangqing Xu, Songlei Wang, Yansong Gao, Zhongyun Hua
Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables. IEEE Trans. Serv. Comput. 16 (5) (2023)
Lei Zhou, Anmin Fu, Guomin Yang, Yansong Gao, Shui Yu, Robert H. Deng
Fair Cloud Auditing Based on Blockchain for Resource-Constrained IoT Devices. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Huming Qiu, Hua Ma, Zhi Zhang, Yansong Gao, Yifeng Zheng, Anmin Fu, Pan Zhou, Derek Abbott, Said F. Al-Sarawi
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network With IP Protection for Internet of Things. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Hua Ma, Shang Wang, Yansong Gao
Horizontal Class Backdoor to Deep Learning. CoRR (2023)
Yifeng Zheng, Shuangqing Xu, Songlei Wang, Yansong Gao, Zhongyun Hua
Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables. CoRR (2023)
Guohong Wang, Hua Ma, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Wei Kang, Said F. Al-Sarawi, Gongxuan Zhang, Derek Abbott
One-to-Multiple Clean-Label Image Camouflage (OmClic) based Backdoor Attack on Deep Learning. CoRR (2023)
Qun Li, Chandra Thapa, Lawrence Ong, Yifeng Zheng, Hua Ma, Seyit Ahmet Çamtepe, Anmin Fu, Yansong Gao
Vertical Federated Learning: Taxonomies, Threats, and Prospects. CoRR (2023)
Shang Wang, Yansong Gao, Anmin Fu, Zhi Zhang, Yuqing Zhang, Willy Susilo, Dongxi Liu
CASSOCK: Viable Backdoor Attacks against DNN in the Wall of Source-Specific Backdoor Defenses. AsiaCCS (2023)
Chandra Thapa, Jun Wen Tang, Alsharif Abuadbba, Yansong Gao, Seyit Camtepe, Surya Nepal, Mahathir Almashor, Yifeng Zheng
Evaluation of Federated Learning in Phishing Email Detection. Sensors 23 (9) (2023)
Yansong Gao, Jingzheng Tu, Cailian Chen, Qimin Xu, Shanying Zhu
Orientation-based Feature Aggregation for Multi-Target Multi-Camera Tracking. ICPS (2023)
Menglun Zhou, Yifeng Zheng, Songlei Wang, Zhongyun Hua, Hejiao Huang, Yansong Gao, Xiaohua Jia
PPTA: A location privacy-preserving and flexible task assignment service for spatial crowdsourcing. Comput. Networks 224 (2023)
Lu Yang, Seyit Camtepe, Yansong Gao, Vicky Liu, Dhammika Jayalath
On the Use of Power Amplifier Nonlinearity Quotient to Improve Radio Frequency Fingerprint Identification in Time-Varying Channels. PIMRC (2023)
Zhenzhu Chen, Shang Wang, Anmin Fu, Yansong Gao, Shui Yu, Robert H. Deng
LinkBreaker: Breaking the Backdoor-Trigger Link in DNNs via Neurons Consistency Check. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Joanne R. Dawson, George Hobbs, Yansong Gao, Seyit Camtepe, Josef Pieprzyk, Y. Feng, L. Tranfa, Sarah Bradbury, Weiwei Zhu, Di Li
Physical publicly verifiable randomness from pulsars. Astron. Comput. 38 (2022)
Seonhye Park, Alsharif Abuadbba, Shuo Wang, Kristen Moore, Yansong Gao, Hyoungshick Kim, Surya Nepal
Tracking Dataset IP Use in Deep Neural Networks. CoRR (2022)
Anmin Fu, Xianglong Zhang, Naixue Xiong, Yansong Gao, Huaqun Wang, Jing Zhang
VFL: A Verifiable Federated Learning With Privacy-Preserving for Big Data in Industrial IoT. IEEE Trans. Ind. Informatics 18 (5) (2022)
Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World. CoRR (2022)
Yansong Gao, Qun Li, Yifeng Zheng, Guohong Wang, Jiannan Wei, Mang Su
SEDML: Securely and efficiently harnessing distributed knowledge in machine learning. Comput. Secur. 121 (2022)
Zhi Zhang, Yueqiang Cheng, Minghua Wang, Wei He, Wenhao Wang, Surya Nepal, Yansong Gao, Kang Li, Zhe Wang, Chenggang Wu
SoftTRR: Protect Page Tables against Rowhammer Attacks using Software-only Target Row Refresh. USENIX Annual Technical Conference (2022)
Yansong Gao, Jianrong Yao, Lihui Pang, Zhi Zhang, Anmin Fu, Naixue Xiong, Hyoungshick Kim
Systematically Evaluation of Challenge Obfuscated APUFs. CoRR (2022)
Xicheng Wan, Yifeng Zheng, Qun Li, Anmin Fu, Mang Su, Yansong Gao
Towards Privacy-Preserving and Verifiable Federated Matrix Factorization. CoRR (2022)
Yansong Gao, Jianrong Yao, Lihui Pang, Wei Yang, Anmin Fu, Said F. Al-Sarawi, Derek Abbott
MLMSA: Multi-Label Multi-Side-Channel-Information enabled Deep Learning Attacks on APUF Variants. CoRR (2022)
Ngoc Duy Pham, Alsharif Abuadbba, Yansong Gao, Tran Khoa Phan, Naveen K. Chilamkurti
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction. CoRR (2022)
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao
Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures. CoRR (2022)
Yansong Gao, Rahul Ramesh, Pratik Chaudhari
Deep Reference Priors: What is the best way to pretrain a model? ICML (2022)
Boyu Kuang, Anmin Fu, Willy Susilo, Shui Yu, Yansong Gao
A survey of remote attestation in Internet of Things: Attacks, countermeasures, and prospects. Comput. Secur. 112 (2022)
Xicheng Wan, Yifeng Zheng, Qun Li, Anmin Fu, Mang Su, Yansong Gao
Towards privacy-preserving and verifiable federated matrix factorization. Knowl. Based Syst. 250 (2022)
Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yansong Gao, Said F. Al-Sarawi, Derek Abbott
MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning. CoRR (2022)
Xiaotie Deng, Yansong Gao, Jie Zhang
Beyond the worst-case analysis of random priority: Smoothed and average-case approximation ratios in mechanism design. Inf. Comput. 285 (Part) (2022)
Yansong Gao, Marten van Dijk, Lei Xu, Wei Yang, Surya Nepal, Damith C. Ranasinghe
TREVERSE: TRial-and-Error Lightweight Secure ReVERSE Authentication With Simulatable PUFs. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Shang Wang, Yansong Gao, Anmin Fu, Zhi Zhang, Yuqing Zhang, Willy Susilo
CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences. CoRR (2022)
Yansong Gao, Minki Kim, Chandra Thapa, Alsharif Abuadbba, Zhi Zhang, Seyit Camtepe, Hyoungshick Kim, Surya Nepal
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things. IEEE Trans. Computers 71 (10) (2022)
Yueqiang Cheng, Zhi Zhang, Yansong Gao, Zhaofeng Chen, Shengjian Guo, Qifei Zhang, Rui Mei, Surya Nepal, Yang Xiang
Meltdown-type attacks are still feasible in the wall of kernel page-Table isolation. Comput. Secur. 113 (2022)
Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Surya Nepal, Derek Abbott
MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World. CoRR (2022)
Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhiyang Dai, Zhi Zhang, Minhui Xue, Yuqing Zhang
PPA: Preference Profiling Attack Against Federated Learning. CoRR (2022)
Lu Yang, Yansong Gao, Junqing Zhang, Seyit Camtepe, Dhammika Jayalath
A channel perceiving attack and the countermeasure on long-range IoT physical layer key generation. Comput. Commun. 191 (2022)
Zhi Zhang, Jiahao Qi, Yueqiang Cheng, Shijie Jiang, Yiyang Lin, Yansong Gao, Surya Nepal, Yi Zou
A Retrospective and Futurespective of Rowhammer Attacks and Defenses on DRAM. CoRR (2022)
Jianrong Yao, Lihui Pang, Yang Su, Zhi Zhang, Wei Yang, Anmin Fu, Yansong Gao
Design and Evaluate Recomposited OR-AND-XOR-PUF. IEEE Trans. Emerg. Top. Comput. 10 (2) (2022)
Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith C. Ranasinghe, Hyoungshick Kim
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks. IEEE Trans. Dependable Secur. Comput. 19 (4) (2022)
Yansong Gao, Jie Zhang
On Scheduling Mechanisms Beyond the Worst Case. CoRR (2022)
Yansong Gao, Rahul Ramesh, Pratik Chaudhari
Deep Reference Priors: What is the best way to pretrain a model? CoRR (2022)
Tom Roth, Yansong Gao, Alsharif Abuadbba, Surya Nepal, Wei Liu
Token-Modification Adversarial Attacks for Natural Language Processing: A Survey. CoRR (2021)
Jianrong Yao, Lihui Pang, Zhi Zhang, Wei Yang, Anmin Fu, Yansong Gao
Design and Evaluate Recomposited OR-AND-XOR-PUF. CoRR (2021)
Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi
RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things. CoRR (2021)
Yang Su, Yansong Gao, Michael Chesser, Omid Kavehei, Alanson P. Sample, Damith C. Ranasinghe
SecuCode: Intrinsic PUF Entangled Secure Wireless Code Dissemination for Computational RFID Devices. IEEE Trans. Dependable Secur. Comput. 18 (4) (2021)
Yansong Gao, Pratik Chaudhari
A free-energy principle for representation learning. Mach. Learn. Sci. Technol. 2 (4) (2021)
Yansong Gao, Yang Su, Surya Nepal, Damith C. Ranasinghe
NoisFre: Noise-Tolerant Memory Fingerprints from Commodity Devices for Security Functions. CoRR (2021)
Yansong Gao, Minki Kim, Chandra Thapa, Sharif Abuadbba, Zhi Zhang, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things. CoRR (2021)
Lihui Pang, Hyoungshick Kim, Bin Yang, Xinlin Wang, Yansong Gao
Security Evaluation of n-Choose-k-Sum PUFs Against Modeling Attacks. IEEE Access 9 (2021)
Zhi Zhang, Yueqiang Cheng, Yansong Gao, Surya Nepal, Dongxi Liu, Yi Zou
Detecting Hardware-Assisted Virtualization With Inconspicuous Features. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yansong Gao, Pratik Chaudhari
An Information-Geometric Distance on the Space of Tasks. ICML (2021)
Zhi Zhang, Yueqiang Cheng, Minghua Wang, Wei He, Wenhao Wang, Surya Nepal, Yansong Gao, Kang Li, Zhe Wang, Chenggang Wu
SoftTRR: Protect Page Tables Against RowHammer Attacks using Software-only Target Row Refresh. CoRR (2021)
Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott
NTD: Non-Transferability Enabled Backdoor Detection. CoRR (2021)
Zhi Zhang, Wei He, Yueqiang Cheng, Wenhao Wang, Yansong Gao, Minghua Wang, Kang Li, Surya Nepal, Yang Xiang
BitMine: An End-to-End Tool for Detecting Rowhammer Vulnerability. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yang Su, Michael Chesser, Yansong Gao, Alanson P. Sample, Damith C. Ranasinghe
Wisecr: Secure Simultaneous Code Disseminationto Many Batteryless Computational RFID Devices. CoRR (2021)
Jihyeon Ryu, Yifeng Zheng, Yansong Gao, Sharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang
Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things? CoRR (2021)
Bedeuro Kim, Alsharif Abuadbba, Yansong Gao, Yifeng Zheng, Muhammad Ejaz Ahmed, Surya Nepal, Hyoungshick Kim
Decamouflage: A Framework to Detect Image-Scaling Attacks on CNN. DSN (2021)
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Derek Abbott
Quantization Backdoors to Deep Learning Models. CoRR (2021)
Yansong Gao, Qun Li, Yifeng Zheng, Guohong Wang, Jiannan Wei, Mang Su
SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning. CoRR (2021)
Yansong Gao, Pratik Chaudhari
A Free-Energy Principle for Representation Learning. ICML (2020)
Sharif Abuadbba, Kyuyeon Kim, Minki Kim, Chandra Thapa, Seyit Ahmet Çamtepe, Yansong Gao, Hyoungshick Kim, Surya Nepal
Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? AsiaCCS (2020)
Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa, Kyuyeon Kim, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things. SRDS (2020)
Anmin Fu, Xianglong Zhang, Naixue Xiong, Yansong Gao, Huaqun Wang
VFL: A Verifiable Federated Learning with Privacy-Preserving for Big Data in Industrial IoT. CoRR (2020)
Yansong Gao, Surya Nepal
A Defence Against Input-Agnostic Backdoor Attacks on Deep Neural Networks. ICISS (2020)
Yansong Gao, Pratik Chaudhari
An Information-Geometric Distance on the Space of Tasks. CoRR (2020)
Yansong Gao, Bao Gia Doan, Zhi Zhang, Siqi Ma, Jiliang Zhang, Anmin Fu, Surya Nepal, Hyoungshick Kim
Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review. CoRR (2020)
Yansong Gao, Minki Kim, Sharif Abuadbba, Yeonjae Kim, Chandra Thapa, Kyuyeon Kim, Seyit Ahmet Çamtepe, Hyoungshick Kim, Surya Nepal
End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things. CoRR (2020)
Sharif Abuadbba, Kyuyeon Kim, Minki Kim, Chandra Thapa, Seyit Ahmet Çamtepe, Yansong Gao, Hyoungshick Kim, Surya Nepal
Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? CoRR (2020)
Chandra Thapa, Jun Wen Tang, Sharif Abuadbba, Yansong Gao, Yifeng Zheng, Seyit Ahmet Çamtepe, Surya Nepal, Mahathir Almashor
FedEmail: Performance Measurement of Privacy-friendly Phishing Detection Enabled by Federated Learning. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yansong Gao