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ORCIDYansong Gao 0001
Person information
- affiliation: CSIRO, Data61, Sydney, Australia
- affiliation: Nanjing University of Science and Technology, Nanjing, China
- affiliation (PhD 2017): University of Adelaide, Australia
Other persons with the same name
- Yansong Gao (aka: Yan-Song Gao) — disambiguation page
- Yansong Gao 0002 — Hebei United University, Sports Department, Tangshan, China
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Journal Articles
- 2025
[j57]Shanquan Yang, Yansong Gao
, Boyu Kuang, Yixuan Yang, Anmin Fu:
DFirmSan: A lightweight dynamic memory sanitizer for Linux-based firmware. Comput. Secur. 155: 104467 (2025)- [j56]Bo Zhang, Yansong Gao, Boyu Kuang, Changlong Yu, Anmin Fu, Willy Susilo:
A Survey on Advanced Persistent Threat Detection: A Unified Framework, Challenges, and Countermeasures. ACM Comput. Surv. 57(3): 62:1-62:36 (2025) - [j55]Wei He, Zhi Zhang, Yueqiang Cheng, Wenhao Wang, Wei Song, Yansong Gao, Qifei Zhang, Kang Li, Dongxi Liu, Surya Nepal:
WhistleBlower: A System-Level Empirical Study on RowHammer. IEEE Trans. Computers 74(3): 805-819 (2025) - [j54]Tao Huang, Yansong Gao, Yifeng Zheng, Zhanfeng Wang, Chao Hu, Anmin Fu:
FineBID: Fine-Grained Protocol Reverse Engineering for Bit-Level Field IDentification. IEEE Trans. Dependable Secur. Comput. 22(3): 2670-2686 (2025) - [j53]Zhiyang Dai, Yansong Gao, Chunyi Zhou, Anmin Fu, Zhi Zhang, Minhui Xue, Yifeng Zheng, Yuqing Zhang:
Decaf: Data Distribution Decompose Attack Against Federated Learning. IEEE Trans. Inf. Forensics Secur. 20: 405-420 (2025) - [j52]Chunyi Zhou, Yansong Gao, Anmin Fu, Kai Chen, Zhi Zhang, Minhui Xue, Zhiyang Dai, Shouling Ji, Yuqing Zhang:
TruVRF: Toward Triple-Granularity Verification on Machine Unlearning. IEEE Trans. Inf. Forensics Secur. 20: 4844-4859 (2025) - [j51]Yifeng Zheng, Weibo Wang, Songlei Wang, Zhongyun Hua, Yansong Gao:
ObliuSky: Oblivious User-Defined Skyline Query Processing in the Cloud. IEEE Trans. Serv. Comput. 18(1): 314-327 (2025) - [j50]Yifeng Zheng, Menglun Zhou, Songlei Wang, Zhongyun Hua, Jinghua Jiang, Yansong Gao:
Privacy-Preserving Competitive Detour Tasking in Spatial Crowdsourcing. IEEE Trans. Serv. Comput. 18(1): 385-398 (2025) - 2024
- [j49]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: 33843-33851 (2024) - [j48]Tom Roth, Yansong Gao, Alsharif Abuadbba, Surya Nepal, Wei Liu:
Token-modification adversarial attacks for natural language processing: A survey. AI Commun. 37(4): 655-676 (2024) - [j47]Yansong Gao, Seyit Ahmet Çamtepe, Nazatul Haque Sultan, Hang Thanh Bui, Arash Mahboubi, Hamed Aboutorab, Michael Bewong, Rafiqul Islam, Md Zahid Islam, Aufeef Chauhan, Praveen Gauravaram, Dineshkumar Singh:
Security threats to agricultural artificial intelligence: Position and perspective. Comput. Electron. Agric. 227: 109557 (2024) - [j46]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: 103754 (2024) - [j45]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: 103803 (2024) - [j44]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: 124599 (2024) - [j43]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: 111456 (2024) - [j42]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): 1155-1172 (2024) - [j41]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) - [j40]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) - [j39]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: 2356-2369 (2024) - [j38]Qihao Dong, Shengyuan Yang, Zhiyang Dai, Yansong Gao, Shang Wang, Yuan Cao, Anmin Fu, Willy Susilo:
CareFL: Contribution Guided Byzantine-Robust Federated Learning. IEEE Trans. Inf. Forensics Secur. 19: 9714-9729 (2024) - [j37]Jihyeon Ryu, Yifeng Zheng, Yansong Gao, Alsharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang:
Can differential privacy practically protect collaborative deep learning inference for IoT? Wirel. Networks 30(6): 4713-4733 (2024) - 2023
- [j36]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) - [j35]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) - [j34]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) - [j33]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) - [j32]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) - [j31]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) - [j30]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) - [j29]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) - [j28]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) - [j27]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) - [j26]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) - [j25]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) - [j24]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) - [j23]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) - 2022
- [j22]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) - [j21]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) - [j20]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) - [j19]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) - [j18]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) - [j17]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) - [j16]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) - [j15]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) - [j14]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) - [j13]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) - [j12]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) - [j11]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) - 2021
- [j10]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) - [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) - 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) - 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) - 2017
- [j3]Yansong Gao, Hua Ma, Derek Abbott, Said F. Al-Sarawi:
PUF Sensor: Exploiting PUF Unreliability for Secure Wireless Sensing. IEEE Trans. Circuits Syst. I Regul. Pap. 64-I(9): 2532-2543 (2017) - 2016
- [j2]Yansong Gao, Damith Chinthana Ranasinghe, Said F. Al-Sarawi, Omid Kavehei, Derek Abbott:
Emerging Physical Unclonable Functions With Nanotechnology. IEEE Access 4: 61-80 (2016) - [j1]Yansong Gao, Omid Kavehei, Said F. Al-Sarawi, Damith Chinthana Ranasinghe, Derek Abbott:
Read operation performance of large selectorless cross-point array with self-rectifying memristive device. Integr. 54: 56-64 (2016)
Conference and Workshop Papers
- 2025
- [c26]Yansong Gao, Huaibing Peng, Hua Ma, Zhi Zhang, Shuo Wang, Rayne Holland, Anmin Fu, Minhui Xue, Derek Abbott:
Try to Poison My Deep Learning Data? Nowhere to Hide Your Trajectory Spectrum! NDSS 2025 - [c25]Zewei Shi, Ruoxi Sun, Jieshan Chen, Jiamou Sun, Minhui Xue, Yansong Gao, Feng Liu, Xingliang Yuan:
50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications. WWW 2025: 978-989 - 2024
- [c24]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 - [c23]Hua Ma, Shang Wang, Yansong Gao, Zhi Zhang, Huming Qiu, Minhui Xue, Alsharif Abuadbba, Anmin Fu, Surya Nepal, Derek Abbott:
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense. CCS 2024: 4465-4479 - [c22]Xin Zhang, Zhi Zhang, Qingni Shen, Wenhao Wang, Yansong Gao, Zhuoxi Yang, Zhonghai Wu:
ThermalScope: A Practical Interrupt Side Channel Attack Based on Thermal Event Interrupts. DAC 2024: 28:1-28:6 - [c21]Xin Zhang, Zhi Zhang, Qingni Shen, Wenhao Wang, Yansong Gao, Zhuoxi Yang, Jiliang Zhang:
SegScope: Probing Fine-grained Interrupts via Architectural Footprints. HPCA 2024: 424-438 - [c20]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. SP 2024: 3311-3326 - [c19]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 - [c18]Yifeng Zheng, Tianchen Xiong, Huajie Ouyang, Songlei Wang, Zhongyun Hua, Yansong Gao:
SARA: A Sparsity-Aware Efficient Oblivious Aggregation Service for Federated Matrix Factorization. WISE (2) 2024: 227-242 - 2023
- [c17]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: 535-549 - [c16]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 - [c15]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 - [c14]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 - [c13]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: 82-92 - 2022
- [c12]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 ATC 2022: 399-414 - 2021
- [c11]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 - 2020
- [c10]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 - [c9]Wei Yang, Hailong Zhang, Yansong Gao, Anmin Fu, Songjie Wei:
Side-Channel Leakage Detection Based on Constant Parameter Channel Model. ICCD 2020: 553-560 - [c8]Yansong Gao, Surya Nepal:
A Defence Against Input-Agnostic Backdoor Attacks on Deep Neural Networks. ICISS 2020: 69-80 - [c7]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 - 2019
- [c6]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 - [c5]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 - [c4]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 - 2017
- [c3]Hua Ma, Yansong Gao, Omid Kavehei, Damith Chinthana Ranasinghe:
A PUF sensor: Securing physical measurements. PerCom Workshops 2017: 648-653 - 2016
- [c2]Yansong Gao, Gefei Li, Hua Ma, Said F. Al-Sarawi, Omid Kavehei, Derek Abbott, Damith Chinthana Ranasinghe:
Obfuscated challenge-response: A secure lightweight authentication mechanism for PUF-based pervasive devices. PerCom Workshops 2016: 1-6 - 2015
- [c1]Yansong Gao, Damith Chinthana Ranasinghe, Said F. Al-Sarawi, Omid Kavehei, Derek Abbott:
mrPUF: A Novel Memristive Device Based Physical Unclonable Function. ACNS 2015: 595-615
Data and Artifacts
- 2022
- [d2]Yang Su, Yansong Gao, Surya Nepal, Damith C. Ranasinghe:
NoisFre: Noise-Tolerant Memory Fingerprints from Commodity Devices for Security Functions. IEEE DataPort, 2022
- 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
Informal and Other Publications
- 2025
- [i62]Zewei Shi, Ruoxi Sun, Jieshan Chen, Jiamou Sun, Minhui (Jason) Xue, Yansong Gao, Feng Liu, Xingliang Yuan:
50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications. CoRR abs/2501.13351 (2025) - [i61]Hua Ma, Alsharif Abuadbba, Yansong Gao, Hyoungshick Kim, Surya Nepal:
Comprehensive Evaluation of Cloaking Backdoor Attacks on Object Detector in Real-World. CoRR abs/2501.15101 (2025) - [i60]Nan Wang, Kane Walter, Yansong Gao, Alsharif Abuadbba:
Large Language Model Adversarial Landscape Through the Lens of Attack Objectives. CoRR abs/2502.02960 (2025) - [i59]Nazatul H. Sultan, Yan Bo, Yansong Gao, Seyit Camtepe, Arash Mahboubi, Hang Thanh Bui, Aufeef Chauhan, Hamed Aboutorab, Michael Bewong, Praveen Gauravaram, Md. Rafiqul Islam, Sharif Abuadbba:
RLSA-PFL: Robust Lightweight Secure Aggregation with Model Inconsistency Detection in Privacy-Preserving Federated Learning. CoRR abs/2502.08989 (2025) - [i58]Yansong Gao, Huaibing Peng, Hua Ma, Zhiyang Dai, Shuo Wang, Hongsheng Hu, Anmin Fu, Minhui Xue:
From Pixels to Trajectory: Universal Adversarial Example Detection via Temporal Imprints. CoRR abs/2503.04853 (2025) - 2024
- [i57]Na Li, Chunyi Zhou, Yansong Gao, Hui Chen, Anmin Fu, Zhi Zhang, Yu Shui:
Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects. CoRR abs/2403.08254 (2024) - [i56]Alsharif Abuadbba, Nicholas Rhodes, Kristen Moore, Bushra Sabir, Shuo Wang, Yansong Gao:
DeepiSign-G: Generic Watermark to Stamp Hidden DNN Parameters for Self-contained Tracking. CoRR abs/2407.01260 (2024) - [i55]Shigang Liu, Bushra Sabir, Seung Ick Jang, Yuval Kansal, Yansong Gao, Kristen Moore, Alsharif Abuadbba, Surya Nepal:
From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting. CoRR abs/2410.14321 (2024) - [i54]Yongqi Jiang, Yansong Gao, Chunyi Zhou, Hongsheng Hu, Anmin Fu, Willy Susilo:
Intellectual Property Protection for Deep Learning Model and Dataset Intelligence. CoRR abs/2411.05051 (2024) - 2023
- [i53]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) - [i52]Jiliang Zhang, Jing Xu, Zhi Zhang, Yansong Gao:
Imperceptible Sample-Specific Backdoor to DNN with Denoising Autoencoder. CoRR abs/2302.04457 (2023) - [i51]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) - [i50]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) - [i49]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) - [i48]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) - [i47]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
- [i46]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) - [i45]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) - [i44]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) - [i43]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) - [i42]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) - [i41]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) - [i40]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) - [i39]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) - [i38]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) - [i37]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) - [i36]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) - [i35]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
- [i34]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) - [i33]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) - [i32]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) - [i31]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) - [i30]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) - [i29]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) - [i28]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) - [i27]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) - [i26]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) - [i25]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) - [i24]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
- [i23]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) - [i22]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) - [i21]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) - [i20]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) - [i19]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) - [i18]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) - 2019
- [i17]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) - [i16]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) - [i15]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) - [i14]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
- [i13]Yansong Gao, Yang Su, Lei Xu, Damith Chinthana Ranasinghe:
Lightweight (Reverse) Fuzzy Extractor with Multiple Referenced PUF Responses. CoRR abs/1805.07487 (2018) - [i12]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) - [i11]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) - [i10]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
- [i9]Yansong Gao, Damith Chinthana Ranasinghe:
PUF-FSM: A Controlled Strong PUF. CoRR abs/1701.04137 (2017) - [i8]Yansong Gao, Hua Ma, Gefei Li, Shaza Zeitouni, Said F. Al-Sarawi, Derek Abbott, Ahmad-Reza Sadeghi, Damith Chinthana Ranasinghe:
Exploiting PUF Models for Error Free Response Generation. CoRR abs/1701.08241 (2017) - [i7]Yansong Gao, Omid Kavehei, Damith Chinthana Ranasinghe:
R3PUF: A Highly Reliable Memristive Device based Reconfigurable PUF. CoRR abs/1702.07491 (2017) - [i6]Yansong Gao, Hua Ma, Said F. Al-Sarawi, Derek Abbott, Damith Chinthana Ranasinghe:
Detecting Recycled Commodity SoCs: Exploiting Aging-Induced SRAM PUF Unreliability. CoRR abs/1705.07375 (2017) - [i5]Yansong Gao, Said F. Al-Sarawi, Derek Abbott, Ahmad-Reza Sadeghi, Damith Chinthana Ranasinghe:
Modeling Attack Resilient Reconfigurable Latent Obfuscation Technique for PUF based Lightweight Authentication. CoRR abs/1706.06232 (2017) - 2015
- [i4]Yansong Gao, Omid Kavehei, Damith Chinthana Ranasinghe, Said F. Al-Sarawi, Derek Abbott:
Future Large-Scale Memristive Device Crossbar Arrays: Limits Imposed by Sneak-Path Currents on Read Operations. CoRR abs/1507.02077 (2015) - [i3]Yansong Gao, Damith Chinthana Ranasinghe, Gefei Li, Said F. Al-Sarawi, Omid Kavehei, Derek Abbott:
A Challenge Obfuscation Method for Thwarting Model Building Attacks on PUFs. IACR Cryptol. ePrint Arch. 2015: 471 (2015) - [i2]Yansong Gao:
Secure Key Exchange Protocol based on Virtual Proof of Reality. IACR Cryptol. ePrint Arch. 2015: 524 (2015) - [i1]Yansong Gao, Damith Chinthana Ranasinghe, Said F. Al-Sarawi, Derek Abbott:
Secure Goods Supply Chain and Key Exchange with Virtual Proof of Reality. IACR Cryptol. ePrint Arch. 2015: 1239 (2015)
Coauthor Index
Alsharif Abuadbba
aka: Sharif Abuadbba
aka: Sharif Abuadbba
Seyit Ahmet Çamtepe
aka: Seyit Camtepe
aka: Seyit Camtepe
Damith Chinthana Ranasinghe
aka: Damith C. Ranasinghe
aka: Damith C. Ranasinghe
Minhui Xue 0001
aka: Minhui (Jason) Xue
aka: Minhui (Jason) Xue
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