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2020 – today
- 2024
[j46]Guoxin Sun, Tansu Alpcan, Benjamin I. P. Rubinstein, Seyit Camtepe:
To Act or Not to Act: An Adversarial Game for Securing Vehicle Platoons. IEEE Trans. Inf. Forensics Secur. 19: 163-177 (2024)- 2023
- [j45]Hooman Alavizadeh
, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim:
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. 55(5): 107:1-107:37 (2023) - [j44]Josef Pieprzyk, Jarek Duda, Marcin Pawlowski, Seyit Camtepe, Arash Mahboubi, Pawel Morawiecki:
The Compression Optimality of Asymmetric Numeral Systems. Entropy 25(4): 672 (2023) - [j43]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe:
Task-Aware Meta Learning-Based Siamese Neural Network for Classifying Control Flow Obfuscated Malware. Future Internet 15(6): 214 (2023) - [j42]Saud Khan, Salman Durrani, Muhammad Basit Shahab, Sarah J. Johnson, Seyit Camtepe:
Joint User and Data Detection in Grant-Free NOMA With Attention-Based BiLSTM Network. IEEE Open J. Commun. Soc. 4: 1499-1515 (2023) - [j41]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) - [j40]Nan Sun, Jun Zhang, Shang Gao, Leo Yu Zhang, Seyit Camtepe, Yang Xiang:
Cyber Information Retrieval Through Pragmatics Understanding and Visualization. IEEE Trans. Dependable Secur. Comput. 20(2): 1186-1199 (2023) - [c69]Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranashinghe:
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness. AAAI 2023: 14783-14791 - [c68]Tina Moghaddam, Guowei Yang, Chandra Thapa, Seyit Camtepe, Dan Dongseong Kim:
POSTER: Toward Intelligent Cyber Attacks for Moving Target Defense Techniques in Software-Defined Networking. AsiaCCS 2023: 1022-1024 - [c67]Guoxin Sun, Tansu Alpcan, Seyit Camtepe, Andrew C. Cullen, Benjamin I. P. Rubinstein:
An Adversarial Strategic Game for Machine Learning as a Service using System Features. AAMAS 2023: 2508-2510 - [c66]Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Reza Haf, Seyit Camtepe, Dinh Phung:
An Additive Instance-Wise Approach to Multi-class Model Interpretation. ICLR 2023 - [c65]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 - [c64]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 - [c63]Muhammad Nauman Khan, Asha Rao, Seyit Camtepe, Josef Pieprzyk:
Classical to Post-Quantum Secure ABE-IBE Proxy Re-Encryption Scheme. SECRYPT 2023: 85-98 - [c62]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 - [c61]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 - [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 1. Zenodo, 2023 [all versions]
- [d1]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] - [i57]Bao Gia Doan, Shuiqiao Yang, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe:
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness. CoRR abs/2301.12680 (2023) - [i56]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) - [i55]Saud Khan, Chandra Thapa, Salman Durrani, Seyit Camtepe:
Access-based Lightweight Physical Layer Authentication for the Internet of Things Devices. CoRR abs/2303.00307 (2023) - [i54]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) - [i53]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Wen Xu, Seyit Camtepe, Aeryn Dunmore:
Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data. CoRR abs/2305.09475 (2023) - [i52]M. A. P. Chamikara, Seung Ick Jang, Ian Oppermann, Dongxi Liu, Musotto Roberto, Sushmita Ruj, Arindam Pal, Meisam Mohammady, Seyit Camtepe, Sylvia Young, Chris Dorrian, Nasir David:
OptimShare: A Unified Framework for Privacy Preserving Data Sharing - Towards the Practical Utility of Data with Privacy. CoRR abs/2306.03379 (2023) - [i51]Yuanyuan Wei, Julian Jang-Jaccard, Amardeep Singh, Fariza Sabrina, Seyit Camtepe:
Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods. CoRR abs/2306.17190 (2023) - [i50]Iqbal H. Sarker, Helge Janicke, Leandros A. Maglaras, Seyit Camtepe:
Data-Driven Intelligence can Revolutionize Today's Cybersecurity World: A Position Paper. CoRR abs/2308.05126 (2023) - [i49]Guy Farrelly, Paul Quirk, Salil S. Kanhere, Seyit Camtepe, Damith C. Ranasinghe:
SplITS: Split Input-to-State Mapping for Effective Firmware Fuzzing. CoRR abs/2308.07860 (2023) - [i48]Larry Huynh, Jin B. Hong, Ajmal Mian, Hajime Suzuki, Yanqiu Wu, Seyit Camtepe:
Quantum-Inspired Machine Learning: a Survey. CoRR abs/2308.11269 (2023) - [i47]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) - [i46]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) - 2022
- [j39]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) - [j38]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) - [j37]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. 117: 102691 (2022) - [j36]Xiaogang Zhu, Sheng Wen, Seyit Camtepe, Yang Xiang:
Fuzzing: A Survey for Roadmap. ACM Comput. Surv. 54(11s): 230:1-230:36 (2022) - [j35]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) - [j34]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) - [j33]Xiaogang Zhu, Xiaotao Feng, Xiaozhu Meng, Sheng Wen, Seyit Camtepe, Yang Xiang, Kui Ren:
CSI-Fuzz: Full-Speed Edge Tracing Using Coverage Sensitive Instrumentation. IEEE Trans. Dependable Secur. Comput. 19(2): 912-923 (2022) - [j32]Chaoran Li, Xiao Chen, Derui Wang, Sheng Wen, Muhammad Ejaz Ahmed, Seyit Camtepe, Yang Xiang:
Backdoor Attack on Machine Learning Based Android Malware Detectors. IEEE Trans. Dependable Secur. Comput. 19(5): 3357-3370 (2022) - [j31]Xiaogang Zhu, Sheng Wen, Alireza Jolfaei, Mohammad Sayad Haghighi, Seyit Camtepe, Yang Xiang:
Vulnerability Detection in SIoT Applications: A Fuzzing Method on their Binaries. IEEE Trans. Netw. Sci. Eng. 9(3): 970-979 (2022) - [c60]Chandra Thapa, Mahawaga Arachchige Pathum Chamikara, Seyit Camtepe, Lichao Sun:
SplitFed: When Federated Learning Meets Split Learning. AAAI 2022: 8485-8493 - [c59]Chandra Thapa, Seung Ick Jang, Muhammad Ejaz Ahmed, Seyit Camtepe, Josef Pieprzyk, Surya Nepal:
Transformer-Based Language Models for Software Vulnerability Detection. ACSAC 2022: 481-496 - [c58]Chandra Thapa, Seyit Camtepe, Raj Gaire, Surya Nepal, Seung Ick Jang:
Demo - MaLFraDA: A Machine Learning Framework with Data Airlock. CCS 2022: 3523-3525 - [c57]Mahawaga Arachchige Pathum Chamikara, Dongxi Liu, Seyit Camtepe, Surya Nepal, Marthie Grobler, Peter Bertók, Ibrahim Khalil:
Local Differential Privacy for Federated Learning. ESORICS (1) 2022: 195-216 - [c56]Yuantian Miao, Chao Chen, Lei Pan, Shigang Liu, Seyit Camtepe, Jun Zhang, Yang Xiang:
No-Label User-Level Membership Inference for ASR Model Auditing. ESORICS (2) 2022: 610-628 - [c55]Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe:
Advanced Persistent Threat Detection: A Particle Swarm Optimization Approach. ITNAC 2022: 1-8 - [c54]Huihui Gong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Vulnerability Detection Using Deep Learning Based Function Classification. NSS 2022: 3-22 - [c53]Guoxin Sun, Tansu Alpcan, Benjamin I. P. Rubinstein, Seyit Camtepe:
Securing Cyber-Physical Systems: Physics-Enhanced Adversarial Learning for Autonomous Platoons. ECML/PKDD (3) 2022: 269-285 - [c52]Shuiqiao Yang, Bao Gia Doan, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Damith C. Ranasinghe, Salil S. Kanhere:
Transferable Graph Backdoor Attack. RAID 2022: 321-332 - [c51]Chaoran Li, Xiao Chen, Ruoxi Sun, Minhui Xue, Sheng Wen, Muhammad Ejaz Ahmed, Seyit Camtepe, Yang Xiang:
Cross-language Android permission specification. ESEC/SIGSOFT FSE 2022: 772-783 - [c50]Mithun Vaidhyanathan, Weisheng Si, Bahman Javadi, Seyit Camtepe:
Towards Cooperative Games for Developing Secure Software in Agile SDLC. SNPD 2022: 61-68 - [i45]M. A. P. Chamikara, Dongxi Liu, Seyit Camtepe, Surya Nepal, Marthie Grobler, Peter Bertók, Ibrahim Khalil:
Local Differential Privacy for Federated Learning in Industrial Settings. CoRR abs/2202.06053 (2022) - [i44]Reena Zelenkova, Jack Swallow, M. A. P. Chamikara, Dongxi Liu, Mohan Baruwal Chhetri, Seyit Camtepe, Marthie Grobler, Mahathir Almashor:
Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches. CoRR abs/2202.10320 (2022) - [i43]Alsharif Abuadbba, Shuo Wang, Mahathir Almashor, Muhammad Ejaz Ahmed, Raj Gaire, Seyit Camtepe, Surya Nepal:
Towards Web Phishing Detection Limitations and Mitigation. CoRR abs/2204.00985 (2022) - [i42]Chandra Thapa, Seung Ick Jang, Muhammad Ejaz Ahmed, Seyit Camtepe, Josef Pieprzyk, Surya Nepal:
Transformer-Based Language Models for Software Vulnerability Detection: Performance, Model's Security and Platforms. CoRR abs/2204.03214 (2022) - [i41]Yuanyuan Wei, Julian Jang-Jaccard, Wen Xu, Fariza Sabrina, Seyit Camtepe, Mikael Boulic:
LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data. CoRR abs/2204.06701 (2022) - [i40]Shuiqiao Yang, Bao Gia Doan, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Seyit Camtepe, Damith C. Ranasinghe, Salil S. Kanhere:
Transferable Graph Backdoor Attack. CoRR abs/2207.00425 (2022) - [i39]Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Q. Phung:
An Additive Instance-Wise Approach to Multi-class Model Interpretation. CoRR abs/2207.03113 (2022) - [i38]Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR abs/2207.10242 (2022) - [i37]Mahathir Almashor, M. Ejaz Ahmed, Benjamin Pick, Sharif Abuadbba, Jason Xue, Raj Gaire, Shuo Wang, Seyit Camtepe, Surya Nepal:
Unraveling Threat Intelligence Through the Lens of Malicious URL Campaigns. CoRR abs/2208.12449 (2022) - [i36]Josef Pieprzyk, Jarek Duda, Marcin Piotr Pawlowski, Seyit Camtepe, Arash Mahboubi, Pawel Morawiecki:
Compression Optimality of Asymmetric Numeral Systems. CoRR abs/2209.02228 (2022) - [i35]Saud Khan, Salman Durrani, Muhammad Basit Shahab, Sarah J. Johnson, Seyit Camtepe:
Joint User and Data Detection in Grant-Free NOMA with Attention-based BiLSTM Network. CoRR abs/2209.06392 (2022) - [i34]Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John C. Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Q. Phung:
An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability. CoRR abs/2209.10414 (2022) - [i33]Josef Pieprzyk, Marcin Pawlowski, Pawel Morawiecki, Arash Mahboubi, Jarek Duda, Seyit Camtepe:
Pseudorandom Bit Generation with Asymmetric Numeral Systems. IACR Cryptol. ePrint Arch. 2022: 5 (2022) - 2021
- [j30]Yuanyuan Wei, Julian Jang-Jaccard, Fariza Sabrina, Amardeep Singh, Wen Xu, Seyit Camtepe:
AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access 9: 146810-146821 (2021) - [j29]Chandra Thapa, Seyit Camtepe:
Precision health data: Requirements, challenges and existing techniques for data security and privacy. Comput. Biol. Medicine 129: 104130 (2021) - [j28]Mahawaga Arachchige Pathum Chamikara, Peter Bertók, Ibrahim Khalil, Dongxi Liu, Seyit Camtepe:
Privacy preserving distributed machine learning with federated learning. Comput. Commun. 171: 112-125 (2021) - [j27]Mahawaga Arachchige Pathum Chamikara, Peter Bertók, Ibrahim Khalil, Dongxi Liu, Seyit Camtepe:
PPaaS: Privacy Preservation as a Service. Comput. Commun. 173: 192-205 (2021) - [j26]Nour Moustafa, Marwa Keshk, Kim-Kwang Raymond Choo, Timothy M. Lynar, Seyit Camtepe, Monica T. Whitty:
DAD: A Distributed Anomaly Detection system using ensemble one-class statistical learning in edge networks. Future Gener. Comput. Syst. 118: 240-251 (2021) - [j25]Muhammad Nauman Khan, Asha Rao, Seyit Camtepe:
Lightweight Cryptographic Protocols for IoT-Constrained Devices: A Survey. IEEE Internet Things J. 8(6): 4132-4156 (2021) - [j24]Xiaogang Zhu, Sheng Wen, Alireza Jolfaei, Seyit Camtepe, Yang Xiang:
Synthesized Corpora to Evaluate Fuzzing for Green Internet of Things Programs. IEEE Trans. Green Commun. Netw. 5(3): 1041-1050 (2021) - [j23]Seyit Camtepe, Jarek Duda, Arash Mahboubi, Pawel Morawiecki, Surya Nepal, Marcin Pawlowski, Josef Pieprzyk:
Compcrypt-Lightweight ANS-Based Compression and Encryption. IEEE Trans. Inf. Forensics Secur. 16: 3859-3873 (2021) - [c49]Jongkil Kim, Seyit Camtepe, Joonsang Baek, Willy Susilo, Josef Pieprzyk, Surya Nepal:
P2DPI: Practical and Privacy-Preserving Deep Packet Inspection. AsiaCCS 2021: 135-146 - [c48]Guoxin Sun, Tansu Alpcan, Benjamin I. P. Rubinstein, Seyit Camtepe:
A Communication Security Game on Switched Systems for Autonomous Vehicle Platoons. CDC 2021: 2690-2695 - [c47]Muhammad Ejaz Ahmed, Hyoungshick Kim, Seyit Camtepe, Surya Nepal:
Peeler: Profiling Kernel-Level Events to Detect Ransomware. ESORICS (1) 2021: 240-260 - [c46]Nan Sun, Jun Zhang, Shang Gao, Leo Yu Zhang, Seyit Camtepe, Yang Xiang:
My Security: An interactive search engine for cybersecurity. HICSS 2021: 1-10 - [c45]Ruoxi Sun, Wei Wang, Minhui Xue, Gareth Tyson, Seyit Camtepe, Damith C. Ranasinghe:
An Empirical Assessment of Global COVID-19 Contact Tracing Applications. ICSE (Companion Volume) 2021: 173-174 - [c44]Ruoxi Sun, Wei Wang, Minhui Xue, Gareth Tyson, Seyit Camtepe, Damith C. Ranasinghe:
An Empirical Assessment of Global COVID-19 Contact Tracing Applications. ICSE 2021: 1085-1097 - [c43]Anahita Namvar, Chandra Thapa, Salil S. Kanhere, Seyit Camtepe:
Evaluating the Security of Machine Learning Based IoT Device Identification Systems Against Adversarial Examples. ICSOC 2021: 800-810 - [c42]Guoxin Sun, Tansu Alpcan, Benjamin I. P. Rubinstein, Seyit Camtepe:
Strategic Mitigation Against Wireless Attacks on Autonomous Platoons. ECML/PKDD (4) 2021: 69-84 - [c41]Chandra Thapa, Kallol Krishna Karmakar, Alberto Huertas Celdrán, Seyit Camtepe, Vijay Varadharajan, Surya Nepal:
FedDICE: A Ransomware Spread Detection in a Distributed Integrated Clinical Environment Using Federated Learning and SDN Based Mitigation. QSHINE 2021: 3-24 - [c40]Nazatul Haque Sultan, Vijay Varadharajan, Chandan Kumar Chaudhary, Seyit Camtepe, Surya Nepal:
A Secure Access and Accountability Framework for Provisioning Services in Named Data Networks. SRDS 2021: 164-175 - [i32]Tuan-Anh Bui, Trung Le, He Zhao, Paul Montague, Seyit Camtepe, Dinh Phung:
Understanding and Achieving Efficient Robustness with Adversarial Contrastive Learning. CoRR abs/2101.10027 (2021) - [i31]Muhammad Ejaz Ahmed, Hyoungshick Kim, Seyit Camtepe, Surya Nepal:
Peeler: Profiling Kernel-Level Events to Detect Ransomware. CoRR abs/2101.12434 (2021) - [i30]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) - [i29]Chandra Thapa, Kallol Krishna Karmakar, Alberto Huertas Celdrán, Seyit Camtepe, Vijay Varadharajan, Surya Nepal:
FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation. CoRR abs/2106.05434 (2021) - [i28]Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe:
A Markov Game Model for AI-based Cyber Security Attack Mitigation. CoRR abs/2107.09258 (2021) - [i27]Mahathir Almashor, M. Ejaz Ahmed, Benjamin Pick, Sharif Abuadbba, Raj Gaire, Seyit Camtepe, Surya Nepal:
Characterizing Malicious URL Campaigns. CoRR abs/2108.12726 (2021) - [i26]Praveen Joshi, Chandra Thapa, Seyit Camtepe, Mohammed Hasanuzzaman, Ted Scully, Haithem Afli:
Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance. CoRR abs/2109.09246 (2021) - [i25]Guoxin Sun, Tansu Alpcan, Benjamin I. P. Rubinstein, Seyit Camtepe:
A Communication Security Game on Switched Systems for Autonomous Vehicle Platoons. CoRR abs/2109.14208 (2021) - [i24]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Paul A. Watters, Seyit Camtepe:
Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware. CoRR abs/2110.13409 (2021) - [i23]Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim:
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR abs/2110.15747 (2021) - [i22]Chaoran Li, Xiao Chen, Ruoxi Sun, Jason Xue, Sheng Wen, Muhammad Ejaz Ahmed, Seyit Camtepe, Yang Xiang:
NatiDroid: Cross-Language Android Permission Specification. CoRR abs/2111.08217 (2021) - [i21]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR abs/2112.00668 (2021) - [i20]Hooman Alavizadeh, Julian Jang-Jaccard, Tansu Alpcan, Seyit Ahmet Çamtepe:
A Game-Theoretic Approach for AI-based Botnet Attack Defence. CoRR abs/2112.02223 (2021) - [i19]Seyit Camtepe, Jarek Duda, Arash Mahboubi, Pawel Morawiecki, Surya Nepal, Marcin Pawlowski, Josef Pieprzyk:
Compcrypt - Lightweight ANS-based Compression and Encryption. IACR Cryptol. ePrint Arch. 2021: 10 (2021) - [i18]Jongkil Kim, Seyit Camtepe, Joonsang Baek, Willy Susilo, Josef Pieprzyk, Surya Nepal:
P2DPI: Practical and Privacy-Preserving Deep Packet Inspection. IACR Cryptol. ePrint Arch. 2021: 789 (2021) - [i17]Seyit Camtepe, Jarek Duda, Arash Mahboubi, Pawel Morawiecki, Surya Nepal, Marcin Pawlowski, Josef Pieprzyk:
ANS-based Compression and Encryption with 128-bit Security. IACR Cryptol. ePrint Arch. 2021: 900 (2021) - 2020
- [j22]Arash Mahboubi, Seyit Camtepe, Keyvan Ansari:
Stochastic Modeling of IoT Botnet Spread: A Short Survey on Mobile Malware Spread Modeling. IEEE Access 8: 228818-228830 (2020) - [j21]Mahawaga Arachchige Pathum Chamikara, Peter Bertók, Ibrahim Khalil, Dongxi Liu, Seyit Camtepe:
Privacy Preserving Face Recognition Utilizing Differential Privacy. Comput. Secur. 97: 101951 (2020) - [j20]Mahawaga Arachchige Pathum Chamikara, Peter Bertók, Ibrahim Khalil, Dongxi Liu, Seyit Camtepe, Mohammed Atiquzzaman:
Local Differential Privacy for Deep Learning. IEEE Internet Things J. 7(7): 5827-5842 (2020) - [j19]Mahawaga Arachchige Pathum Chamikara, Peter Bertók, Dongxi Liu, Seyit Ahmet Çamtepe, Ibrahim Khalil:
Efficient privacy preservation of big data for accurate data mining. Inf. Sci. 527: 420-443 (2020) - [j18]Basker Palaniswamy, Seyit Camtepe, Ernest Foo, Josef Pieprzyk:
An Efficient Authentication Scheme for Intra-Vehicular Controller Area Network. IEEE Trans. Inf. Forensics Secur. 15: 3107-3122 (2020) - [j17]Mahawaga Arachchige Pathum Chamikara, Peter Bertók, Ibrahim Khalil, Dongxi Liu, Seyit Camtepe, Mohammed Atiquzzaman:
A Trustworthy Privacy Preserving Framework for Machine Learning in Industrial IoT Systems. IEEE Trans. Ind. Informatics 16(9): 6092-6102 (2020) - [j16]Basker Palaniswamy, Seyit Camtepe, Ernest Foo, Leonie Simpson, Mir Ali Rezazadeh Baee, Josef Pieprzyk:
Continuous authentication for VANET. Veh. Commun. 25: 100255 (2020) - [c39]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 - [c38]Nazatul Haque Sultan, Vijay Varadharajan, Seyit Camtepe, Surya Nepal:
An Accountable Access Control Scheme for Hierarchical Content in Named Data Networks with Revocation. ESORICS (1) 2020: 569-590 - [c37]