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Viewing Publication 1 - 35 from 35

2026

SmartFL: Simple majority rule based Byzantine-robust federated learningQihao Dong, Yansong Gao 0001, Chunyi Zhou, Shengyuan Yang, Boyu Kuang, Anmin Fu. inffus, 126:103555, 2026. [doi]

2025

Try to Poison My Deep Learning Data? Nowhere to Hide Your Trajectory Spectrum!Yansong Gao 0001, Huaibing Peng, Hua Ma, Zhi Zhang 0001, Shuo Wang 0012, Rayne Holland, Anmin Fu, Minhui Xue 0001, Derek Abbott. ndss 2025: [doi]

AmpereBleed: Exploiting On-chip Current Sensors for Circuit-Free Attacks on ARM-FPGA SoCsXin Zhang 0110, Yi Yang, Jiajun Zou, Qingni Shen, Zhi Zhang 0001, Yansong Gao 0001, Zhonghai Wu, Trevor E. Carlson. dac 2025: 1-7 [doi]

LeakyDSP: Exploiting Digital Signal Processing Blocks to Sense Voltage Fluctuations in FPGAsXin Zhang 0110, Jiajun Zou, Yi Yang, Qingni Shen, Zhi Zhang 0001, Yansong Gao 0001, Zhonghai Wu, Trevor E. Carlson. dac 2025: 1-7 [doi]

DeGain: Detecting GAN-Based Data Inversion in Collaborative Deep LearningZhenzhu Chen, Yansong Gao 0001, Anmin Fu, Fanjian Zeng, Boyu Kuang, Robert H. Deng. acisp 2025: 167-185 [doi]

Decaf: Data Distribution Decompose Attack Against Federated LearningZhiyang Dai, Yansong Gao 0001, Chunyi Zhou, Anmin Fu, Zhi Zhang 0001, Minhui Xue 0001, Yifeng Zheng, Yuqing Zhang 0001. tifs, 20:405-420, 2025. [doi]

Division and Union: Latent Model WatermarkingZhiyang Dai, Yansong Gao 0001, Boyu Kuang, Yifeng Zheng, Ajmal Mian, Ruimin Wang, Anmin Fu. tifs, 20:9523-9538, 2025. [doi]

DRIFT: DCT-based robust and intelligent federated learning with trusted privacyQihao Dong, Yang Bai, Mang Su, Yansong Gao 0001, Anmin Fu. ijon, 658:131697, 2025. [doi]

InstructRepair: Instruct Large Language Models With Rich Bug Information for Automated Program RepairAnmin Fu, Pengyu Xu, Jichunyang Li, Boyu Kuang, Yansong Gao 0001. tifs, 20:10864-10878, 2025. [doi]

WhistleBlower: A System-Level Empirical Study on RowHammerWei He, Zhi Zhang 0001, Yueqiang Cheng, Wenhao Wang 0001, Wei Song 0002, Yansong Gao 0001, Qifei Zhang 0001, Kang Li, Dongxi Liu, Surya Nepal. TC, 74(3):805-819, March 2025. [doi]

FineBID: Fine-Grained Protocol Reverse Engineering for Bit-Level Field IDentificationTao Huang, Yansong Gao 0001, Yifeng Zheng, Zhanfeng Wang, Chao Hu, Anmin Fu. tdsc, 22(3):2670-2686, May - June 2025. [doi]

META: Multi-classified encrypted traffic anomaly detection with fine-grained flow and interaction analysisBoyu Kuang, Yuchi Chen, Yansong Gao 0001, Yaqian Xu, Anmin Fu, Willy Susilo. comcom, 243:108333, 2025. [doi]

Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and ProspectsNa Li, Chunyi Zhou, Yansong Gao 0001, Hui Chen, Zhi Zhang 0001, Boyu Kuang, Anmin Fu. tnn, 36(8):13709-13729, August 2025. [doi]

Achilles: A Formal Framework of Leaking Secrets from Signature Schemes via RowhammerJunkai Liang, Zhi Zhang 0001, Xin Zhang 0110, Qingni Shen, Yansong Gao 0001, Xingliang Yuan, Haiyang Xue, Pengfei Wu 0003, Zhonghai Wu. uss 2025: 6757-6776 [doi]

Just a little human intelligence feedback! Unsupervised learning assisted supervised learning data poisoning based backdoor removalTing Luo, Huaibing Peng, Anmin Fu, Wei Yang 0008, Lihui Pang, Said F. Al-Sarawi, Derek Abbott, Yansong Gao 0001. comcom, 233:108052, 2025. [doi]

Comprehensive Evaluation of Cloaking Backdoor Attacks on Object Detector in Real-WorldHua Ma, Alsharif Abuadbba, Yansong Gao 0001, Hyoungshick Kim, Surya Nepal. AsiaCCS 2025: 605-620 [doi]

Split Learning Without Local Weight Sharing to Enhance Client-Side Data PrivacyNgoc Duy Pham, Khoa Tran Phan, Alsharif Abuadbba, Yansong Gao 0001, Van Doan Nguyen, Naveen Chilamkurti. tdsc, 22(5):5352-5365, September - October 2025. [doi]

50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security ImplicationsZewei Shi, Ruoxi Sun 0001, Jieshan Chen, Jiamou Sun, Minhui Xue 0001, Yansong Gao 0001, Feng Liu 0003, Xingliang Yuan. WWW 2025: 978-989 [doi]

A login page transparency and visual similarity-based zero-day phishing defense protocolGaurav Varshney, Akanksha Raj, Divya Sangwan, Sharif Abuadbba, Rina Mishra, Yansong Gao 0001. compsec, 158:104598, 2025. [doi]

IDTRSC: ID-Based Traceable Ring Signcryption Framework for Data Sharing Without Key EscrowJiannan Wei, Longyu Xie, Qinchuan Zhu, Yansong Gao 0001, Keping Yu, Kim-Kwang Raymond Choo. tvt, 74(7):11207-11220, July 2025. [doi]

DFirmSan: A lightweight dynamic memory sanitizer for Linux-based firmwareShanquan Yang, Yansong Gao 0001, Boyu Kuang, Yixuan Yang, Anmin Fu. compsec, 155:104467, 2025. [doi]

TAPAS: An Efficient Online APT Detection with Task-guided Process Provenance Graph Segmentation and AnalysisBo Zhang, Yansong Gao 0001, Changlong Yu, Boyu Kuang, Zhi Zhang 0001, Hyoungshick Kim, Anmin Fu. uss 2025: 607-624 [doi]

A Survey on Advanced Persistent Threat Detection: A Unified Framework, Challenges, and CountermeasuresBo Zhang, Yansong Gao 0001, Boyu Kuang, Changlong Yu, Anmin Fu, Willy Susilo. ACM Comput. Surv., 57(3), March 2025. [doi]

Fantastic Interrupts and Where to Find Them: Exploiting Non-Movable Interrupts on x86Xin Zhang, Qingni Shen, Zhi Zhang 0001, Yansong Gao 0001, Jiajun Zou, Yi Yang, Zhonghai Wu. tifs, 20:7272-7285, 2025. [doi]

Privacy-Preserving Competitive Detour Tasking in Spatial CrowdsourcingYifeng Zheng, Menglun Zhou, Songlei Wang, Zhongyun Hua, Jinghua Jiang, Yansong Gao 0001. tsc, 18(1):385-398, January - February 2025. [doi]

ObliuSky: Oblivious User-Defined Skyline Query Processing in the CloudYifeng Zheng, Weibo Wang, Songlei Wang, Zhongyun Hua, Yansong Gao 0001. tsc, 18(1):314-327, January - February 2025. [doi]

TruVRF: Toward Triple-Granularity Verification on Machine UnlearningChunyi Zhou, Yansong Gao 0001, Anmin Fu, Kai Chen 0012, Zhi Zhang 0001, Minhui Xue 0001, Zhiyang Dai, Shouling Ji, Yuqing Zhang 0001. tifs, 20:4844-4859, 2025. [doi]

2024

Security threats to agricultural artificial intelligence: Position and perspectiveYansong Gao 0001, Seyit A. Camtepe, Nazatul Haque Sultan, Hang Thanh Bui, Arash Mahboubi, Hamed Aboutorab, Michael Bewong, Rafiqul Islam 0002, Md Zahid Islam 0001, Aufeef Chauhan, Praveen Gauravaram, Dineshkumar Singh. cea, 227:109557, 2024. [doi]

DeepTheft: Stealing DNN Model Architectures through Power Side ChannelYansong Gao 0001, Huming Qiu, Zhi Zhang 0001, Binghui Wang, Hua Ma, Alsharif Abuadbba, Minhui Xue, Anmin Fu, Surya Nepal. sp 2024: 3311-3326 [doi]

CareFL: Contribution Guided Byzantine-Robust Federated LearningQihao Dong, Shengyuan Yang, Zhiyang Dai, Yansong Gao 0001, Shang Wang, Yuan Cao, Anmin Fu, Willy Susilo. tifs, 19:9714-9729, 2024. [doi]

Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseHua Ma, Shang Wang, Yansong Gao 0001, Zhi Zhang 0001, Huming Qiu, Minhui Xue 0001, Alsharif Abuadbba, Anmin Fu, Surya Nepal, Derek Abbott. ccs 2024: 4465-4479 [doi]

Token-modification adversarial attacks for natural language processing: A surveyTom Roth, Yansong Gao 0001, Alsharif Abuadbba, Surya Nepal, Wei Liu 0007. aicom, 37(4):655-676, 2024. [doi]

Can differential privacy practically protect collaborative deep learning inference for IoT?Jihyeon Ryu, Yifeng Zheng, Yansong Gao 0001, Alsharif Abuadbba, Junyaup Kim, Dongho Won, Surya Nepal, Hyoungshick Kim, Cong Wang 0001. winet, 30(6):4713-4733, August 2024. [doi]

ThermalScope: A Practical Interrupt Side Channel Attack Based on Thermal Event InterruptsXin Zhang, Zhi Zhang 0001, Qingni Shen, Wenhao Wang 0001, Yansong Gao 0001, Zhuoxi Yang, Zhonghai Wu. dac 2024: [doi]

SARA: A Sparsity-Aware Efficient Oblivious Aggregation Service for Federated Matrix FactorizationYifeng Zheng, Tianchen Xiong, Huajie Ouyang, Songlei Wang, Zhongyun Hua, Yansong Gao 0001. wise 2025: 227-242 [doi]

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