Alsharif Abuadbba

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 74

Top Topics

Countermeasures

Privacy Preservation

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE Internet Things J.

Publications

Zhibo Xu, Shangqi Lai, Xiaoning Liu, Alsharif Abuadbba, Xingliang Yuan, Xun Yi
OblivGNN: Oblivious Inference on Transductive and Inductive Graph Neural Network. USENIX Security Symposium (2024)
Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
A Generative Adversarial Attack for Multilingual Text Classifiers. CoRR (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)
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) (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)
Erik Buchholz, Alsharif Abuadbba, Shuo Wang, Surya Nepal, Salil S. Kanhere
SoK: Can Trajectory Generation Combine Privacy and Utility? CoRR (2024)
Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks. LREC/COLING (2024)
Zahra Mousavi, Chadni Islam, Kristen Moore, Alsharif Abuadbba, M. Ali Babar
An Investigation into Misuse of Java Security APIs by Large Language Models. AsiaCCS (2024)
Zahra Mousavi, Chadni Islam, Kristen Moore, Alsharif Abuadbba, Muhammad Ali Babar
An Investigation into Misuse of Java Security APIs by Large Language Models. CoRR (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)
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 (2024)
Iqbal H. Sarker, Helge Janicke, Mohamed Amine Ferrag, Alsharif Abuadbba
Multi-aspect rule-based AI: Methods, taxonomy, challenges and directions towards automation, intelligence and transparent cybersecurity modeling for critical infrastructures. Internet Things 25 (2024)
Binh M. Le, Jiwon Kim, Shahroz Tariq, Kristen Moore, Alsharif Abuadbba, Simon S. Woo
SoK: Facial Deepfake Detectors. CoRR (2024)
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) (2024)
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 (2024)
Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi
A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers. CoRR (2024)
Binh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
Why Do Deepfake Detectors Fail? CoRR (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)
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) (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, 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)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CoRR (2023)
Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices. CoRR (2023)
Beomsang Cho, Binh M. Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Towards Understanding of Deepfake Videos in the Wild. CIKM (2023)
Fei Zhu, Xun Yi, Alsharif Abuadbba, Ibrahim Khalil, Xinyi Huang, Feihong Xu
A Security-Enhanced Certificateless Conditional Privacy-Preserving Authentication Scheme for Vehicular Ad Hoc Networks. IEEE Trans. Intell. Transp. Syst. 24 (10) (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)
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)
Binh Le, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore, Simon S. Woo
Why Do Facial Deepfake Detectors Fail? WDC@AsiaCCS (2023)
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)
Zahra Mousavi, Chadni Islam, Muhammad Ali Babar, Alsharif Abuadbba, Kristen Moore
Detecting Misuses of Security APIs: A Systematic Review. CoRR (2023)
Shahroz Tariq, Alsharif Abuadbba, Kristen Moore
Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices. WDC@AsiaCCS (2023)
Hossein Rahimpour, Joe Tusek, Alsharif Abuadbba, Aruna Seneviratne, Toan Phung, Ahmed Musleh, Boyu Liu
Cybersecurity Challenges of Power Transformers. CoRR (2023)
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) (2022)
Neda Bugshan, Ibrahim Khalil, Nour Moustafa, Mahathir Almashor, Alsharif Abuadbba
Radial Basis Function Network with Differential Privacy. Future Gener. Comput. Syst. 127 (2022)
Keelan Evans, Alsharif Abuadbba, Tingmin Wu, Kristen Moore, Mohiuddin Ahmed, Ganna Pogrebna, Surya Nepal, Mike Johnstone
RAIDER: Reinforcement-Aided Spear Phishing Detector. NSS (2022)
Mariya Shmalko, Alsharif Abuadbba, Raj Gaire, Tingmin Wu, Hye-Young Paik, Surya Nepal
Profiler: Distributed Model to Detect Phishing. ICDCS (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)
Erik Buchholz, Alsharif Abuadbba, Shuo Wang, Surya Nepal, Salil S. Kanhere
Reconstruction Attack on Differential Private Trajectory Protection Mechanisms. CoRR (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)
Shuo Wang, Surya Nepal, Alsharif Abuadbba, Carsten Rudolph, Marthie Grobler
Adversarial Detection by Latent Style Transformations. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Ngoc Duy Pham, Tran Khoa Phan, Alsharif Abuadbba, Doan Nguyen, Naveen K. Chilamkurti
Split Learning without Local Weight Sharing to Enhance Client-side Data Privacy. 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)
Amir Kashapov, Tingmin Wu, Alsharif Abuadbba, Carsten Rudolph
Email Summarization to Assist Users in Phishing Identification. CoRR (2022)
Fei Zhu, Feihong Xu, Xu Yang, Xun Yi, Alsharif Abuadbba
Cryptanalysis and improvements of an efficient certificate-based proxy signature scheme for IIoT environments. Inf. Process. Lett. 173 (2022)
Fei Zhu, Xun Yi, Alsharif Abuadbba, Ibrahim Khalil, Surya Nepal, Xinyi Huang
Forward-Secure Edge Authentication for Graphs. Comput. J. 65 (7) (2022)
Mariya Shmalko, Alsharif Abuadbba, Raj Gaire, Tingmin Wu, Hye-Young Paik, Surya Nepal
Profiler: Profile-Based Model to Detect Phishing Emails. 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)
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)
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) (2022)
Fei Zhu, Xun Yi, Alsharif Abuadbba, Junwei Luo, Surya Nepal, Xinyi Huang
Efficient Hash-Based Redactable Signature for Smart Grid Applications. ESORICS (3) (2022)
Arthur Wong, Alsharif Abuadbba, Mahathir Almashor, Salil S. Kanhere
PhishClone: Measuring the Efficacy of Cloning Evasion Attacks. CoRR (2022)
Alsharif Abuadbba, Shuo Wang, Mahathir Almashor, Muhammad Ejaz Ahmed, Raj Gaire, Seyit Camtepe, Surya Nepal
Towards Web Phishing Detection Limitations and Mitigation. CoRR (2022)
Erik Buchholz, Alsharif Abuadbba, Shuo Wang, Surya Nepal, Salil Subhash Kanhere
Reconstruction Attack on Differential Private Trajectory Protection Mechanisms. ACSAC (2022)
Fei Zhu, Xun Yi, Alsharif Abuadbba, Ibrahim Khalil, Surya Nepal, Xinyi Huang
Cost-Effective Authenticated Data Redaction With Privacy Protection in IoT. IEEE Internet Things J. 8 (14) (2021)
Tom Roth, Yansong Gao, Alsharif Abuadbba, Surya Nepal, Wei Liu
Token-Modification Adversarial Attacks for Natural Language Processing: A Survey. CoRR (2021)
Ayman Ibaida, Alsharif Abuadbba, Naveen K. Chilamkurti
Privacy-preserving compression model for efficient IoMT ECG sharing. Comput. Commun. 166 (2021)
Alsharif Abuadbba, Hyoungshick Kim, Surya Nepal
DeepiSign: Invisible Fragile Watermark to Protect the Integrityand Authenticity of CNN. CoRR (2021)
Keelan Evans, Alsharif Abuadbba, Mohiuddin Ahmed, Tingmin Wu, Mike Johnstone, Surya Nepal
RAIDER: Reinforcement-aided Spear Phishing Detector. 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)
Mohammad Baniata, Haftu Tasew Reda, Naveen K. Chilamkurti, Alsharif Abuadbba
Energy-Efficient Hybrid Routing Protocol for IoT Communication Systems in 5G and Beyond. Sensors 21 (2) (2021)
Alsharif Abuadbba, Hyoungshick Kim, Surya Nepal
DeepiSign: invisible fragile watermark to protect the integrity and authenticity of CNN. SAC (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)
Shuo Wang, Surya Nepal, Kristen Moore, Marthie Grobler, Carsten Rudolph, Alsharif Abuadbba
OCTOPUS: Overcoming Performance andPrivatization Bottlenecks in Distributed Learning. CoRR (2021)
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 (2020)
Alsharif Abuadbba, Ibrahim Khalil, Xinghuo Yu
Gaussian Approximation-Based Lossless Compression of Smart Meter Readings. IEEE Trans. Smart Grid 9 (5) (2018)
Alsharif Abuadbba, Ibrahim Khalil
Walsh-Hadamard-Based 3-D Steganography for Protecting Sensitive Information in Point-of-Care. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Uthpala Subodhani Premarathne, Alsharif Abuadbba, Abdulatif Alabdulatif, Ibrahim Khalil, Zahir Tari, Albert Y. Zomaya, Rajkumar Buyya
Hybrid Cryptographic Access Control for Cloud-Based EHR Systems. IEEE Cloud Comput. 3 (4) (2016)
Alsharif Abuadbba, Ibrahim Khalil, Ayman Ibaida, Mohammed Atiquzzaman
Resilient to shared spectrum noise scheme for protecting cognitive radio smart grid readings - BCH based steganographic approach. Ad Hoc Networks 41 (2016)
Alsharif Abuadbba, Ibrahim Khalil, Mohammed Atiquzzaman
Robust privacy preservation and authenticity of the collected data in cognitive radio network - Walsh-Hadamard based steganographic approach. Pervasive Mob. Comput. 22 (2015)
Alsharif Abuadbba, Ibrahim Khalil
Wavelet based steganographic technique to protect household confidential information and seal the transmitted smart grid readings. Inf. Syst. 53 (2015)