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2020 – today
- 2024
[j158]Nazatul Haque Sultan
, Shabnam Kasra Kermanshahi, Hong-Yen Tran, Shangqi Lai, Vijay Varadharajan, Surya Nepal, Xun Yi:
Securely sharing outsourced IoT data: A secure access and privacy preserving keyword search scheme. Ad Hoc Networks 158: 103478 (2024)- [j157]Nazatul Haque Sultan, Vijay Varadharajan, Saurab Dulal, Seyit Camtepe, Surya Nepal:
NDN-RBE: An Accountable Privacy Aware Access Control Framework For NDN. Comput. J. 67(4): 1572-1589 (2024) - [j156]Shabnam Kasra Kermanshahi, Ron Steinfeld, Xun Yi, Joseph K. Liu, Surya Nepal, Junwei Lou:
Fast and private multi-dimensional range search over encrypted data. Inf. Sci. 652: 119773 (2024) - [j155]Erik Buchholz, Alsharif Abuadbba, Shuo Wang, Surya Nepal, Salil S. Kanhere:
SoK: Can Trajectory Generation Combine Privacy and Utility? Proc. Priv. Enhancing Technol. 2024(3): 75-93 (2024) - [j154]Kane Walter, Meisam Mohammady, Surya Nepal, Salil S. Kanhere:
Optimally Mitigating Backdoor Attacks in Federated Learning. IEEE Trans. Dependable Secur. Comput. 21(4): 2949-2963 (2024) - [j153]Ruidong Han, Huihui Gong, Siqi Ma, Juanru Li, Chang Xu, Elisa Bertino, Surya Nepal, Zhuo Ma, Jianfeng Ma:
A Credential Usage Study: Flow-Aware Leakage Detection in Open-Source Projects. IEEE Trans. Inf. Forensics Secur. 19: 722-734 (2024) - [j152]Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization. IEEE Trans. Multim. 26: 5014-5025 (2024) - [j151]Jiajun Huang, Chengbin Du, Xinqi Zhu, Siqi Ma, Surya Nepal, Chang Xu:
Anti-Compression Contrastive Facial Forgery Detection. IEEE Trans. Multim. 26: 6166-6177 (2024) - [j150]Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu:
A Comprehensive Survey on Community Detection With Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 35(4): 4682-4702 (2024) - [j149]Chadni Islam, Muhammad Ali Babar, Surya Nepal:
Design and Generation of a Set of Declarative APIs for Security Orchestration. IEEE Trans. Serv. Comput. 17(1): 127-141 (2024) - [j148]Ruidong Han, Siqi Ma, Juanru Li, Surya Nepal, David Lo, Zhuo Ma, Jianfeng Ma:
Range Specification Bug Detection in Flight Control System Through Fuzzing. IEEE Trans. Software Eng. 50(3): 461-473 (2024) - [j147]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) - [c267]David D. Nguyen, David Liebowitz, Salil S. Kanhere, Surya Nepal:
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions. AAAI 2024: 14440-14448 - [c266]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 - [c265]Kane Walter, Meisam Mohammady, Surya Nepal, Salil S. Kanhere:
Mitigating Distributed Backdoor Attack in Federated Learning Through Mode Connectivity. AsiaCCS 2024 - [c264]Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Random Entangled Tokens for Adversarially Robust Vision Transformer. CVPR 2024: 24554-24563 - [c263]Kane Walter, Surya Nepal, Salil S. Kanhere:
Exploiting Layerwise Feature Representation Similarity For Backdoor Defence in Federated Learning. ESORICS (4) 2024: 354-374 - [c262]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 - [c261]Michael Chesser, Surya Nepal, Damith C. Ranasinghe:
MultiFuzz: A Multi-Stream Fuzzer For Testing Monolithic Firmware. USENIX Security Symposium 2024 - [c260]Roelien C. Timmer, David Liebowitz, Surya Nepal, Salil S. Kanhere:
Honeyfile Camouflage: Hiding Fake Files in Plain Sight. WDC@AsiaCCS 2024 - [c259]Kevin Saric, Felix Savins, Gowri Sankar Ramachandran, Raja Jurdak, Surya Nepal:
Hyperlink Hijacking: Exploiting Erroneous URL Links to Phantom Domains. WWW 2024: 1724-1733 - [c258]Yanjun Zhang, Ruoxi Sun, Liyue Shen, Guangdong Bai, Minhui Xue, Mark Huasong Meng, Xue Li, Ryan K. L. Ko, Surya Nepal:
Privacy-Preserving and Fairness-Aware Federated Learning for Critical Infrastructure Protection and Resilience. WWW 2024: 2986-2997 - [i108]Shahroz Tariq, Mohan Baruwal Chhetri, Surya Nepal, Cécile Paris:
A2C: A Modular Multi-stage Collaborative Decision Framework for Human-AI Teams. CoRR abs/2401.14432 (2024) - [i107]Van Nguyen, Tingmin Wu, Xingliang Yuan, Marthie Grobler, Surya Nepal, Carsten Rudolph:
A Pioneering Study and An Innovative Information Theory-based Approach to Enhance The Transparency in Phishing Detection. CoRR abs/2402.17092 (2024) - [i106]Erik Buchholz, Alsharif Abuadbba, Shuo Wang, Surya Nepal, Salil S. Kanhere:
SoK: Can Trajectory Generation Combine Privacy and Utility? CoRR abs/2403.07218 (2024) - [i105]David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere, Sharif Abuadbba:
Contextual Chart Generation for Cyber Deception. CoRR abs/2404.04854 (2024) - [i104]Van Nguyen, Xingliang Yuan, Tingmin Wu, Surya Nepal, Marthie Grobler, Carsten Rudolph:
Deep Learning-Based Out-of-distribution Source Code Data Identification: How Far Have We Gone? CoRR abs/2404.05964 (2024) - [i103]Roelien C. Timmer, David Liebowitz, Surya Nepal, Salil S. Kanhere:
Honeyfile Camouflage: Hiding Fake Files in Plain Sight. CoRR abs/2405.04758 (2024) - [i102]Zehang Deng, Ruoxi Sun, Minhui Xue, Sheng Wen, Seyit Camtepe, Surya Nepal, Yang Xiang:
Leakage-Resilient and Carbon-Neutral Aggregation Featuring the Federated AI-enabled Critical Infrastructure. CoRR abs/2405.15258 (2024) - [i101]Bushra Sabir, Shuiqiao Yang, David Nguyen, Nan Wu, Alsharif Abuadbba, Hajime Suzuki, Shangqi Lai, Wei Ni, Ding Ming, Surya Nepal:
Systematic Literature Review of AI-enabled Spectrum Management in 6G and Future Networks. CoRR abs/2407.10981 (2024) - [i100]Van Nguyen, Surya Nepal, Tingmin Wu, Xingliang Yuan, Carsten Rudolph:
SAFE: Advancing Large Language Models in Leveraging Semantic and Syntactic Relationships for Software Vulnerability Detection. CoRR abs/2409.00882 (2024) - 2023
- [j146]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) - [j145]Tarique Anwar, Surya Nepal, Cécile Paris, Jian Yang, Jia Wu, Quan Z. Sheng:
Tracking the Evolution of Clusters in Social Media Streams. IEEE Trans. Big Data 9(2): 701-715 (2023) - [j144]Junyang Qiu, Qing-Long Han, Wei Luo, Lei Pan, Surya Nepal, Jun Zhang, Yang Xiang:
Cyber Code Intelligence for Android Malware Detection. IEEE Trans. Cybern. 53(1): 617-627 (2023) - [j143]Yifeng Zheng, Cong Wang, Ruochen Wang, Huayi Duan, Surya Nepal:
Optimizing Secure Decision Tree Inference Outsourcing. IEEE Trans. Dependable Secur. Comput. 20(4): 3079-3092 (2023) - [j142]Yanjun Zhang, Guangdong Bai, Xue Li, Surya Nepal, Marthie Grobler, Chen Chen, Ryan K. L. Ko:
Preserving Privacy for Distributed Genome-Wide Analysis Against Identity Tracing Attacks. IEEE Trans. Dependable Secur. Comput. 20(4): 3341-3357 (2023) - [j141]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) - [j140]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) - [j139]Viet Vo, Xingliang Yuan, Shi-Feng Sun, Joseph K. Liu, Surya Nepal, Cong Wang:
ShieldDB: An Encrypted Document Database With Padding Countermeasures. IEEE Trans. Knowl. Data Eng. 35(4): 4236-4252 (2023) - [j138]Rongjunchen Zhang, Tingmin Wu, Sheng Wen, Surya Nepal, Cécile Paris, Yang Xiang:
SAM: Multi-turn Response Selection Based on Semantic Awareness Matching. ACM Trans. Internet Techn. 23(1): 3:1-3:18 (2023) - [j137]Shancang Li, Surya Nepal, Theo Tryfonas, Hongwei Li:
Blockchain-based Zero Trust Cybersecurity in the Internet of Things. ACM Trans. Internet Techn. 23(3): 36:1-36:3 (2023) - [j136]Mohan Baruwal Chhetri, Abdur Rahim Mohammad Forkan, Quoc Bao Vo, Surya Nepal, Ryszard Kowalczyk:
Towards Proactive Risk-Aware Cloud Cost Optimization Leveraging Transient Resources. IEEE Trans. Serv. Comput. 16(4): 3014-3026 (2023) - [j135]Fei Zhu, Xun Yi, Alsharif Abuadbba, Ibrahim Khalil, Surya Nepal, Xinyi Huang:
Authenticated Data Sharing With Privacy Protection and Batch Verification for Healthcare IoT. IEEE Trans. Sustain. Comput. 8(1): 32-42 (2023) - [c257]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 - [c256]Mahathir Almashor, M. Ejaz Ahmed, Benjamin Pick, Jason Xue, Sharif Abuadbba, Raj Gaire, Shuo Wang, Seyit Camtepe, Surya Nepal:
Unraveling Threat Intelligence Through the Lens of Malicious URL Campaigns. AINTEC 2023: 78-86 - [c255]Chen Chen, Daochang Liu, Siqi Ma, Surya Nepal, Chang Xu:
Private Image Generation with Dual-Purpose Auxiliary Classifier. CVPR 2023: 20361-20370 - [c254]Selasi Kwashie, Wei Kang, Sandeep Santhosh Kumar, Geoff Jarrad, Seyit Camtepe, Surya Nepal:
Acumen: Analysing the Impact of Organisational Change on Users' Access Entitlements. ESORICS (4) 2023: 410-430 - [c253]Michael Chesser, Surya Nepal, Damith C. Ranasinghe:
Icicle: A Re-designed Emulator for Grey-Box Firmware Fuzzing. ISSTA 2023: 76-88 - [c252]Shuo Wang, Mahathir Almashor, Alsharif Abuadbba, Ruoxi Sun, Minhui Xue, Calvin Wang, Raj Gaire, Surya Nepal, Seyit Camtepe:
DOITRUST: Dissecting On-chain Compromised Internet Domains via Graph Learning. NDSS 2023 - [c251]Ruoxi Sun, Minhui Xue, Gareth Tyson, Tian Dong, Shaofeng Li, Shuo Wang, Haojin Zhu, Seyit Camtepe, Surya Nepal:
Mate! Are You Really Aware? An Explainability-Guided Testing Framework for Robustness of Malware Detectors. ESEC/SIGSOFT FSE 2023: 1573-1585 - [c250]Shuo Wang, Sharif Abuadbba, Sidharth Agarwal, Kristen Moore, Ruoxi Sun, Minhui Xue, Surya Nepal, Seyit Camtepe, Salil S. Kanhere:
PublicCheck: Public Integrity Verification for Services of Run-time Deep Models. SP 2023: 1348-1365 - [c249]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 - [c248]Minhui Xue, Surya Nepal, Ling Liu, Subbu Sethuvenkatraman, Xingliang Yuan, Carsten Rudolph, Ruoxi Sun, Greg Eisenhauer:
RAI4IoE: Responsible AI for Enabling the Internet of Energy. TPS-ISA 2023: 13-22 - [c247]Ahmad Mohsin, Helge Janicke, Surya Nepal, David Holmes:
Digital Twins and the Future of Their Use Enabling Shift Left and Shift Right Cybersecurity Operations. TPS-ISA 2023: 277-286 - [c246]Surya Nepal, Jaideep Vaidya, Elena Ferrari, Balaji Palanisamy:
Message from the General Chairs and PC Chairs TPS-ISA 2023. TPS-ISA 2023: xi - [c245]Rongjunchen Zhang, Tingmin Wu, Xiao Chen, Sheng Wen, Surya Nepal, Cécile Paris, Yang Xiang:
Dynalogue: A Transformer-Based Dialogue System with Dynamic Attention. WWW 2023: 1604-1615 - [c244]Ruoxi Sun, Minhui Xue, Gareth Tyson, Shuo Wang, Seyit Camtepe, Surya Nepal:
Not Seen, Not Heard in the Digital World! Measuring Privacy Practices in Children's Apps. WWW 2023: 2166-2177 - [c243]Yanjun Zhang, Guangdong Bai, Mahawaga Arachchige Pathum Chamikara, Mengyao Ma, Liyue Shen, Jingwei Wang, Surya Nepal, Minhui Xue, Long Wang, Joseph K. Liu:
AgrEvader: Poisoning Membership Inference against Byzantine-robust Federated Learning. WWW 2023: 2371-2382 - [e9]Joseph K. Liu, Yang Xiang, Surya Nepal, Gene Tsudik:
Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, ASIA CCS 2023, Melbourne, VIC, Australia, July 10-14, 2023. ACM 2023 [contents] - [d3]Ruoxi Sun, Minhui Xue, Gareth Tyson, Tian Dong, Shaofeng Li, Shuo Wang, Haojin Zhu, Seyit Camtepe, Surya Nepal:
An Explainability-Guided Testing Framework for Robustness of Malware Detectors. Version 1. Zenodo, 2023 [all versions]
- [d2]Ruoxi Sun, Minhui Xue, Gareth Tyson, Tian Dong, Shaofeng Li, Shuo Wang, Haojin Zhu, Seyit Camtepe, Surya Nepal:
An Explainability-Guided Testing Framework for Robustness of Malware Detectors. Version 2. Zenodo, 2023 [all versions] - [i99]David D. Nguyen, Surya Nepal, Salil S. Kanhere:
Diverse Multimedia Layout Generation with Multi Choice Learning. CoRR abs/2301.06629 (2023) - [i98]Michael Chesser, Surya Nepal, Damith C. Ranasinghe:
ICICLE: A Re-Designed Emulator for Grey-Box Firmware Fuzzing. CoRR abs/2301.13346 (2023) - [i97]Jiajun Huang, Xinqi Zhu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu:
Anti-Compression Contrastive Facial Forgery Detection. CoRR abs/2302.06183 (2023) - [i96]Chuyang Zhou, Jiajun Huang, Daochang Liu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu:
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection. CoRR abs/2302.10437 (2023) - [i95]Ruoxi Sun, Minhui Xue, Gareth Tyson, Shuo Wang, Seyit Camtepe, Surya Nepal:
Not Seen, Not Heard in the Digital World! Measuring Privacy Practices in Children's Apps. CoRR abs/2303.09008 (2023) - [i94]Nazatul Haque Sultan, Shabnam Kasra Kermanshahi, Hong-Yen Tran, Shangqi Lai, Vijay Varadharajan, Surya Nepal, Xun Yi:
A Multi-Client Searchable Encryption Scheme for IoT Environment. CoRR abs/2305.09221 (2023) - [i93]Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization. CoRR abs/2309.09480 (2023) - [i92]Minhui Xue, Surya Nepal, Ling Liu, Subbu Sethuvenkatraman, Xingliang Yuan, Carsten Rudolph, Ruoxi Sun, Greg Eisenhauer:
RAI4IoE: Responsible AI for Enabling the Internet of Energy. CoRR abs/2309.11691 (2023) - [i91]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) - [i90]Ahmad Mohsin, Helge Janicke, Surya Nepal, David Holmes:
Digital Twins and the Future of their Use Enabling Shift Left and Shift Right Cybersecurity Operations. CoRR abs/2309.13612 (2023) - [i89]Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks. CoRR abs/2309.16207 (2023) - [i88]Iqbal H. Sarker, Helge Janicke, Nazeeruddin Mohammad, Paul A. Watters, Surya Nepal:
AI Potentiality and Awareness: A Position Paper from the Perspective of Human-AI Teaming in Cybersecurity. CoRR abs/2310.12162 (2023) - [i87]David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere:
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions. CoRR abs/2312.11735 (2023) - 2022
- [j134]Fei Zhu, Xun Yi, Alsharif Abuadbba, Ibrahim Khalil, Surya Nepal, Xinyi Huang:
Forward-Secure Edge Authentication for Graphs. Comput. J. 65(7): 1653-1665 (2022) - [j133]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) - [j132]Surya Nepal, Ryan K. L. Ko, Marthie Grobler, L. Jean Camp:
Editorial: Human-Centric Security and Privacy. Frontiers Big Data 5: 848058 (2022) - [j131]Feixue Yan, Sheng Wen, Surya Nepal, Cécile Paris, Yang Xiang:
Explainable machine learning in cybersecurity: A survey. Int. J. Intell. Syst. 37(12): 12305-12334 (2022) - [j130]Seyit Camtepe, Jarek Duda, Arash Mahboubi, Pawel Morawiecki, Surya Nepal, Marcin Pawlowski, Josef Pieprzyk:
ANS-based compression and encryption with 128-bit security. Int. J. Inf. Sec. 21(5): 1051-1067 (2022) - [j129]Xu Yang, Xuechao Yang, Xun Yi, Ibrahim Khalil, Xiaotong Zhou, Debiao He, Xinyi Huang, Surya Nepal:
Blockchain-Based Secure and Lightweight Authentication for Internet of Things. IEEE Internet Things J. 9(5): 3321-3332 (2022) - [j128]Fei Zhu, Xun Yi, Alsharif Abuadbba, Ibrahim Khalil, Surya Nepal, Xinyi Huang, Xingfu Yan:
Certificate-Based Anonymous Authentication With Efficient Aggregation for Wireless Medical Sensor Networks. IEEE Internet Things J. 9(14): 12209-12218 (2022) - [j127]Xu Yang, Xun Yi, Ibrahim Khalil, Junwei Luo, Elisa Bertino, Surya Nepal, Xinyi Huang:
Secure and Lightweight Authentication for Mobile-Edge Computing-Enabled WBANs. IEEE Internet Things J. 9(14): 12563-12572 (2022) - [j126]Shabnam Kasra Kermanshahi, Rafael Dowsley, Ron Steinfeld, Amin Sakzad, Joseph K. Liu, Surya Nepal, Xun Yi, Shangqi Lai:
Range search on encrypted spatial data with dynamic updates. J. Comput. Secur. 30(6): 829-849 (2022) - [j125]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) - [j124]Derui Wang, Chaoran Li, Sheng Wen, Qing-Long Han, Surya Nepal, Xiangyu Zhang, Yang Xiang:
Daedalus: Breaking Nonmaximum Suppression in Object Detection via Adversarial Examples. IEEE Trans. Cybern. 52(8): 7427-7440 (2022) - [j123]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) - [j122]Shabnam Kasra Kermanshahi, Shifeng Sun, Joseph K. Liu, Ron Steinfeld, Surya Nepal, Wang Fat Lau, Man Ho Allen Au:
Geometric Range Search on Encrypted Data With Forward/Backward Security. IEEE Trans. Dependable Secur. Comput. 19(1): 698-716 (2022) - [j121]Derui Wang, Chaoran Li, Sheng Wen, Surya Nepal, Yang Xiang:
Defending Against Adversarial Attack Towards Deep Neural Networks Via Collaborative Multi-Task Training. IEEE Trans. Dependable Secur. Comput. 19(2): 953-965 (2022) - [j120]Xiaoning Liu, Yifeng Zheng, Xun Yi, Surya Nepal:
Privacy-Preserving Collaborative Analytics on Medical Time Series Data. IEEE Trans. Dependable Secur. Comput. 19(3): 1687-1702 (2022) - [j119]Yifeng Zheng, Huayi Duan, Cong Wang, Ruochen Wang, Surya Nepal:
Securely and Efficiently Outsourcing Decision Tree Inference. IEEE Trans. Dependable Secur. Comput. 19(3): 1841-1855 (2022) - [j118]Siqi Ma, Juanru Li, Surya Nepal, Diethelm Ostry, David Lo, Sanjay K. Jha, Robert H. Deng, Elisa Bertino:
Orchestration or Automation: Authentication Flaw Detection in Android Apps. IEEE Trans. Dependable Secur. Comput. 19(4): 2165-2178 (2022) - [j117]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) - [j116]Shuo Wang, Surya Nepal, Alsharif Abuadbba, Carsten Rudolph, Marthie Grobler:
Adversarial Detection by Latent Style Transformations. IEEE Trans. Inf. Forensics Secur. 17: 1099-1114 (2022) - [j115]Xiaoxiao Ma, Shan Xue, Jia Wu, Jian Yang, Cécile Paris, Surya Nepal, Quan Z. Sheng:
Deep Multi-Attributed-View Graph Representation Learning. IEEE Trans. Netw. Sci. Eng. 9(5): 3762-3774 (2022) - [j114]Derui Wang, Sheng Wen, Alireza Jolfaei, Mohammad Sayad Haghighi, Surya Nepal, Yang Xiang:
On the Neural Backdoor of Federated Generative Models in Edge Computing. ACM Trans. Internet Techn. 22(2): 43:1-43:21 (2022) - [j113]Tingmin Wu, Wanlun Ma, Sheng Wen, Xin Xia, Cécile Paris, Surya Nepal, Yang Xiang:
Analysis of Trending Topics and Text-based Channels of Information Delivery in Cybersecurity. ACM Trans. Internet Techn. 22(2): 52:1-52:27 (2022) - [j112]Shuo Wang, Surya Nepal, Kristen Moore, Marthie Grobler, Carsten Rudolph, Alsharif Abuadbba:
OCTOPUS: Overcoming Performance and Privatization Bottlenecks in Distributed Learning. IEEE Trans. Parallel Distributed Syst. 33(12): 3460-3477 (2022) - [j111]Mei-Ling Shyu, Surya Nepal, Valérie Issarny, James Joshi:
Guest Editorial: Special Issue on Services Computing for COVID-19 and Future Pandemics. IEEE Trans. Serv. Comput. 15(3): 1175-1177 (2022) - [j110]Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen:
Backdoor Attacks Against Transfer Learning With Pre-Trained Deep Learning Models. IEEE Trans. Serv. Comput. 15(3): 1526-1539 (2022) - [j109]Xu Yang, Xun Yi, Surya Nepal, Ibrahim Khalil, Xinyi Huang, Jian Shen:
Efficient and Anonymous Authentication for Healthcare Service With Cloud Based WBANs. IEEE Trans. Serv. Comput. 15(5): 2728-2741 (2022) - [j108]Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen, Zike An:
Defending Adversarial Attacks via Semantic Feature Manipulation. IEEE Trans. Serv. Comput. 15(6): 3184-3197 (2022) - [j107]Fanzhen Liu, Zhao Li, Baokun Wang, Jia Wu, Jian Yang, Jiaming Huang, Yiqing Zhang, Weiqiang Wang, Shan Xue, Surya Nepal, Quan Z. Sheng:
eRiskCom: an e-commerce risky community detection platform. VLDB J. 31(5): 1085-1101 (2022) - [c242]Erik Buchholz, Alsharif Abuadbba, Shuo Wang, Surya Nepal, Salil Subhash Kanhere:
Reconstruction Attack on Differential Private Trajectory Protection Mechanisms. ACSAC 2022: 279-292 - [c241]