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2020 – today
- 2024
[j40]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: 104-119 (2024)- [j39]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: 455-468 (2024) - 2023
- [j38]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: 109600 (2023) - [j37]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: 103406 (2023) - [j36]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): 20:1-20:36 (2023) - [j35]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): 4346 (2023) - [j34]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): 1185-1198 (2023) - [j33]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): 2863-2876 (2023) - [j32]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): 2188-2207 (2023) - [j31]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): 2954-2969 (2023) - [j30]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): 3716-3733 (2023) - [j29]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): 4325-4342 (2023) - [j28]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): 4455-4473 (2023) - [j27]Jiliang Zhang, Shuang Peng, Yansong Gao, Zhi Zhang, Qinghui Hong:
APMSA: Adversarial Perturbation Against Model Stealing Attacks. IEEE Trans. Inf. Forensics Secur. 18: 1667-1679 (2023) - [j26]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: 3088-3100 (2023) - [j25]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): 3604-3620 (2023) - [c22]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: 938-950 - [c21]Yansong Gao, Jingzheng Tu, Cailian Chen, Qimin Xu, Shanying Zhu:
Orientation-based Feature Aggregation for Multi-Target Multi-Camera Tracking. ICPS 2023: 1-6 - [c20]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 - [c19]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: 1-7 - [i61]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 abs/2302.01550 (2023) - [i60]Jiliang Zhang, Jing Xu, Zhi Zhang, Yansong Gao:
Imperceptible Sample-Specific Backdoor to DNN with Denoising Autoencoder. CoRR abs/2302.04457 (2023) - [i59]Yansong Gao, Zhihong Pan, Xin Zhou, Le Kang, Pratik Chaudhari:
Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis. CoRR abs/2304.11446 (2023) - [i58]Yifeng Zheng, Shuangqing Xu, Songlei Wang, Yansong Gao, Zhongyun Hua:
Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables. CoRR abs/2305.12652 (2023) - [i57]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 abs/2309.04036 (2023) - [i56]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 abs/2309.11894 (2023) - [i55]Hua Ma, Shang Wang, Yansong Gao:
Horizontal Class Backdoor to Deep Learning. CoRR abs/2310.00542 (2023) - [i54]Yifeng Zheng, Weibo Wang, Songlei Wang, Zhongyun Hua, Yansong Gao:
ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud. CoRR abs/2310.07148 (2023) - [i53]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: 180 (2023) - 2022
- [j24]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: 100549 (2022) - [j23]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: 108-118 (2022) - [j22]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: 102498 (2022) - [j21]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: 102556 (2022) - [j20]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: 102857 (2022) - [j19]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): 104920 (2022) - [j18]Xicheng Wan, Yifeng Zheng, Qun Li, Anmin Fu, Mang Su, Yansong Gao:
Towards privacy-preserving and verifiable federated matrix factorization. Knowl. Based Syst. 250: 109193 (2022) - [j17]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): 2538-2552 (2022) - [j16]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): 419-437 (2022) - [j15]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): 2349-2364 (2022) - [j14]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): 662-677 (2022) - [j13]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: 2000-2014 (2022) - [j12]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): 3316-3326 (2022) - [c18]Yansong Gao, Rahul Ramesh, Pratik Chaudhari:
Deep Reference Priors: What is the best way to pretrain a model? ICML 2022: 7036-7051 - [c17]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: 399-414 - [d2]Yang Su, Yansong Gao, Surya Nepal, Damith C. Ranasinghe:
NoisFre: Noise-Tolerant Memory Fingerprints from Commodity Devices for Security Functions. IEEE DataPort, 2022
- [i52]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 abs/2201.02986 (2022) - [i51]Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Surya Nepal, Derek Abbott:
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World. CoRR abs/2201.08619 (2022) - [i50]Yansong Gao, Rahul Ramesh, Pratik Chaudhari:
Deep Reference Priors: What is the best way to pretrain a model? CoRR abs/2202.00187 (2022) - [i49]Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhiyang Dai, Zhi Zhang, Minhui Xue, Yuqing Zhang:
PPA: Preference Profiling Attack Against Federated Learning. CoRR abs/2202.04856 (2022) - [i48]Yansong Gao, Jianrong Yao, Lihui Pang, Zhi Zhang, Anmin Fu, Naixue Xiong, Hyoungshick Kim:
Systematically Evaluation of Challenge Obfuscated APUFs. CoRR abs/2203.15316 (2022) - [i47]Xicheng Wan, Yifeng Zheng, Qun Li, Anmin Fu, Mang Su, Yansong Gao:
Towards Privacy-Preserving and Verifiable Federated Matrix Factorization. CoRR abs/2204.01601 (2022) - [i46]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 abs/2204.06273 (2022) - [i45]Yansong Gao, Jie Zhang:
On Scheduling Mechanisms Beyond the Worst Case. CoRR abs/2204.07223 (2022) - [i44]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 abs/2206.00145 (2022) - [i43]Ngoc Duy Pham, Alsharif Abuadbba, Yansong Gao, Tran Khoa Phan, Naveen K. Chilamkurti:
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction. CoRR abs/2206.04864 (2022) - [i42]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 abs/2207.09080 (2022) - [i41]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 abs/2207.09744 (2022) - [i40]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 abs/2209.02339 (2022) - [i39]Seonhye Park, Alsharif Abuadbba, Shuo Wang, Kristen Moore, Yansong Gao, Hyoungshick Kim, Surya Nepal:
Tracking Dataset IP Use in Deep Neural Networks. CoRR abs/2211.13535 (2022) - 2021
- [j11]Lihui Pang, Hyoungshick Kim, Bin Yang, Xinlin Wang, Yansong Gao:
Security Evaluation of n-Choose-k-Sum PUFs Against Modeling Attacks. IEEE Access 9: 168193-168206 (2021) - [j10]Yansong Gao, Pratik Chaudhari:
A free-energy principle for representation learning. Mach. Learn. Sci. Technol. 2(4): 45004 (2021) - [j9]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): 1699-1717 (2021) - [j8]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: 16-27 (2021) - [j7]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: 5167-5181 (2021) - [c16]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: 63-74 - [c15]Yansong Gao, Pratik Chaudhari:
An Information-Geometric Distance on the Space of Tasks. ICML 2021: 3553-3563 - [i38]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 abs/2102.10269 (2021) - [i37]Tom Roth, Yansong Gao, Alsharif Abuadbba, Surya Nepal, Wei Liu:
Token-Modification Adversarial Attacks for Natural Language Processing: A Survey. CoRR abs/2103.00676 (2021) - [i36]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 abs/2103.02762 (2021) - [i35]Yang Su, Michael Chesser, Yansong Gao, Alanson P. Sample, Damith C. Ranasinghe:
Wisecr: Secure Simultaneous Code Disseminationto Many Batteryless Computational RFID Devices. CoRR abs/2103.10671 (2021) - [i34]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 abs/2104.03813 (2021) - [i33]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 abs/2105.03822 (2021) - [i32]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 abs/2108.09187 (2021) - [i31]Yansong Gao, Yang Su, Surya Nepal, Damith C. Ranasinghe:
NoisFre: Noise-Tolerant Memory Fingerprints from Commodity Devices for Security Functions. CoRR abs/2109.02942 (2021) - [i30]Jianrong Yao, Lihui Pang, Zhi Zhang, Wei Yang, Anmin Fu, Yansong Gao:
Design and Evaluate Recomposited OR-AND-XOR-PUF. CoRR abs/2110.00909 (2021) - [i29]Yansong Gao, Qun Li, Yifeng Zheng, Guohong Wang, Jiannan Wei, Mang Su:
SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning. CoRR abs/2110.13499 (2021) - [i28]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 abs/2111.11157 (2021) - 2020
- [c14]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: 305-318 - [c13]Wei Yang, Hailong Zhang, Yansong Gao, Anmin Fu, Songjie Wei:
Side-Channel Leakage Detection Based on Constant Parameter Channel Model. ICCD 2020: 553-560 - [c12]Yansong Gao, Surya Nepal:
A Defence Against Input-Agnostic Backdoor Attacks on Deep Neural Networks. ICISS 2020: 69-80 - [c11]Yansong Gao, Pratik Chaudhari:
A Free-Energy Principle for Representation Learning. ICML 2020: 3367-3376 - [c10]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: 91-100 - [i27]Yansong Gao, Pratik Chaudhari:
A Free-Energy Principle for Representation Learning. CoRR abs/2002.12406 (2020) - [i26]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 abs/2003.12365 (2020) - [i25]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 abs/2003.13376 (2020) - [i24]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 abs/2007.10760 (2020) - [i23]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 abs/2007.13300 (2020) - [i22]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 abs/2007.13585 (2020) - [i21]Bedeuro Kim, Alsharif Abuadbba, Yansong Gao, Yifeng Zheng, Muhammad Ejaz Ahmed, Hyoungshick Kim, Surya Nepal:
Decamouflage: A Framework to Detect Image-Scaling Attacks on Convolutional Neural Networks. CoRR abs/2010.03735 (2020) - [i20]Yansong Gao, Pratik Chaudhari:
An Information-Geometric Distance on the Space of Tasks. CoRR abs/2011.00613 (2020)
2010 – 2019
- 2019
- [j6]Yansong Gao, Yang Su, Lei Xu, Damith Chinthana Ranasinghe:
Lightweight (Reverse) Fuzzy Extractor With Multiple Reference PUF Responses. IEEE Trans. Inf. Forensics Secur. 14(7): 1887-1901 (2019) - [c9]Yansong Gao, Chang Xu, Derui Wang, Shiping Chen, Damith Chinthana Ranasinghe, Surya Nepal:
STRIP: a defence against trojan attacks on deep neural networks. ACSAC 2019: 113-125 - [c8]Yansong Gao, Jie Zhang:
Average-case Analysis of the Assignment Problem with Independent Preferences. IJCAI 2019: 287-293 - [c7]Yansong Gao, Yang Su, Wei Yang, Shiping Chen, Surya Nepal, Damith Chinthana Ranasinghe:
Building Secure SRAM PUF Key Generators on Resource Constrained Devices. PerCom Workshops 2019: 912-917 - [c6]Yang Su, Yansong Gao, Omid Kavehei, Damith Chinthana Ranasinghe:
Hash Functions and Benchmarks for Resource Constrained Passive Devices: A Preliminary Study. PerCom Workshops 2019: 1020-1025 - [i19]Yansong Gao, Yang Su, Wei Yang, Shiping Chen, Surya Nepal, Damith Chinthana Ranasinghe:
Building Secure SRAM PUF Key Generators on Resource Constrained Devices. CoRR abs/1902.03031 (2019) - [i18]Yang Su, Yansong Gao, Omid Kavehei, Damith Chinthana Ranasinghe:
Hash Functions and Benchmarks for Resource Constrained Passive Devices: A Preliminary Study. CoRR abs/1902.03040 (2019) - [i17]Yansong Gao, Chang Xu, Derui Wang, Shiping Chen, Damith Chinthana Ranasinghe, Surya Nepal:
STRIP: A Defence Against Trojan Attacks on Deep Neural Networks. CoRR abs/1902.06531 (2019) - [i16]Yansong Gao, Jie Zhang:
Average-case Analysis of the Assignment Problem with Independent Preferences. CoRR abs/1906.00182 (2019) - [i15]Yansong Gao, Yeonjae Kim, Bao Gia Doan, Zhi Zhang, Gongxuan Zhang, Surya Nepal, Damith Chinthana Ranasinghe, Hyoungshick Kim:
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks. CoRR abs/1911.10312 (2019) - 2018
- [j5]Yansong Gao, Hua Ma, Said F. Al-Sarawi, Derek Abbott, Damith Chinthana Ranasinghe:
PUF-FSM: A Controlled Strong PUF. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(5): 1104-1108 (2018) - [j4]Lei Xu, Lin Cai, Yansong Gao, Ji'An Xia, Yuwang Yang, Tianyou Chai:
Security-Aware Proportional Fairness Resource Allocation for Cognitive Heterogeneous Networks. IEEE Trans. Veh. Technol. 67(12): 11694-11704 (2018) - [d1]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 DataPort, 2018 - [i14]Yansong Gao, Yang Su, Lei Xu, Damith Chinthana Ranasinghe:
Lightweight (Reverse) Fuzzy Extractor with Multiple Referenced PUF Responses. CoRR abs/1805.07487 (2018) - [i13]Yang Su, Yansong Gao, Michael Chesser, Omid Kavehei, Alanson P. Sample, Damith Chinthana Ranasinghe:
SecuCode: Intrinsic PUF Entangled Secure Wireless Code Dissemination for Computational RFID Devices. CoRR abs/1807.10463 (2018) - [i12]Yansong Gao, Marten van Dijk, Lei Xu, Surya Nepal, Damith Chinthana Ranasinghe:
TREVERSE: Trial-and-Error Lightweight Secure Reverse Authentication with Simulatable PUFs. CoRR abs/1807.11046 (2018) - [i11]Yansong Gao, Chenglu Jin, Jeeson Kim, Hussein Nili, Xiaolin Xu, Wayne P. Burleson, Omid Kavehei, Marten van Dijk, Damith Chinthana Ranasinghe, Ulrich Rührmair:
Efficient Erasable PUFs from Programmable Logic and Memristors. IACR Cryptol. ePrint Arch. 2018: 358 (2018) - 2017
- [j3]