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Seyit Ahmet Çamtepe
Seyit Camtepe
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2020 – today
- 2025
- [j54]Abdullah Al Mamun
, Harith Al-Sahaf
, Ian Welch
, Seyit Camtepe
:
Genetic programming for enhanced detection of Advanced Persistent Threats through feature construction. Comput. Secur. 149: 104185 (2025) - 2024
- [j53]Abdullah Al Mamun
, Harith Al-Sahaf
, Ian Welch
, Masood Mansoori
, Seyit Camtepe
:
Detection of advanced persistent threat: A genetic programming approach. Appl. Soft Comput. 167: 112447 (2024) - [j52]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) - [j51]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) - [j50]Saud Khan
, Chandra Thapa
, Salman Durrani
, Seyit Camtepe
:
Access-Based Lightweight Physical-Layer Authentication for the Internet of Things Devices. IEEE Internet Things J. 11(7): 11312-11326 (2024) - [j49]Arash Mahboubi
, Seyit Camtepe
, Keyvan Ansari
, Marcin Pawlowski
, Pawel Morawiecki
, Hamed Aboutorab
, Josef Pieprzyk
, Jaroslaw Duda
:
Shared file protection against unauthorised encryption using a Buffer-Based Signature Verification Method. J. Inf. Secur. Appl. 86: 103873 (2024) - [j48]Arash Mahboubi
, Khanh Luong, Hamed Aboutorab
, Hang Thanh Bui, Geoff Jarrad, Mohammed Bahutair, Seyit Camtepe, Ganna Pogrebna
, Ejaz Ahmed, Bazara I. A. Barry, Hannah Gately:
Evolving techniques in cyber threat hunting: A systematic review. J. Netw. Comput. Appl. 232: 104004 (2024) - [j47]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) - [j46]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) - [c85]Wei Zong, Yang-Wai Chow
, Willy Susilo
, Joonsang Baek, Jongkil Kim, Seyit Camtepe
:
IPRemover: A Generative Model Inversion Attack against Deep Neural Network Fingerprinting and Watermarking. AAAI 2024: 7837-7845 - [c84]Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu:
Random Entangled Tokens for Adversarially Robust Vision Transformer. CVPR 2024: 24554-24563 - [c83]Larry Huynh, Jin B. Hong
, Ajmal Mian
, Hajime Suzuki, Seyit Camtepe:
Intrusion Detection Systems Using Quantum-Inspired Density Matrix Encodings. DSN-W 2024: 32-38 - [c82]Tina Moghaddam, Guowei Yang, Chandra Thapa, Seyit Camtepe, Dan Dongseong Kim
:
MTD in Plain Sight: Hiding Network Behavior in Moving Target Defenses. DSN-S 2024: 50-52 - [c81]William Holland, Chandra Thapa, Wei Shao, Seyit Camtepe, Sarah Ali Siddiqui:
One-Shot Collaborative Data Distillation. ECAI 2024: 2597-2604 - [c80]Bao Gia Doan, Dang Quang Nguyen, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe:
Bayesian Learned Models Can Detect Adversarial Malware for Free. ESORICS (1) 2024: 45-65 - [c79]Diksha Goel, Kristen Moore, Mingyu Guo, Derui Wang, Minjune Kim, Seyit Camtepe:
Optimizing Cyber Defense in Dynamic Active Directories Through Reinforcement Learning. ESORICS (1) 2024: 332-352 - [c78]Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Marinho Barcellos, Seyit Camtepe:
Limitations of Advanced Persistent Threat Datasets: Insights for Cybersecurity Research. ITNAC 2024: 1-8 - [c77]Arash Mahboubi
, Seyit Camtepe
, Keyvan Ansari
, Marcin Piotr Pawlowski
, Pawel Morawiecki
, Jaroslaw Duda
, Josef Pieprzyk
:
File System Shield (FSS): A Pass-Through Strategy Against Unwanted Encryption in Network File Systems. IWSEC 2024: 213-233 - [c76]Shigang Liu, Di Cao, Junae Kim, Tamas Abraham, Paul Montague, Seyit Camtepe, Jun Zhang, Yang Xiang:
EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection. USENIX Security Symposium 2024 - [c75]Arash Mahboubi
, Hang Thanh Bui
, Hamed Aboutorab
, Khanh Luong
, Seyit Camtepe
, Keyvan Ansari
:
A Lightweight Detection of Sequential Patterns in File System Events During Ransomware Attacks. WISE (5) 2024: 204-215 - [i73]Bao Gia Doan, Dang Quang Nguyen, Paul Montague, Tamas Abraham, Olivier Y. de Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe:
Bayesian Learned Models Can Detect Adversarial Malware For Free. CoRR abs/2403.18309 (2024) - [i72]Derui Wang, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu:
Provably Unlearnable Examples. CoRR abs/2405.03316 (2024) - [i71]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) - [i70]Wei Shao, Rongyi Zhu, Cai Yang, Chandra Thapa, Muhammad Ejaz Ahmed, Seyit Camtepe, Rui Zhang, Du Yong Kim, Hamid Menouar, Flora D. Salim:
ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation. CoRR abs/2406.03404 (2024) - [i69]Diksha Goel, Kristen Moore, Mingyu Guo, Derui Wang, Minjune Kim, Seyit Camtepe:
Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning. CoRR abs/2406.19596 (2024) - [i68]Shigang Liu, Di Cao, Junae Kim, Tamas Abraham, Paul Montague, Seyit Camtepe, Jun Zhang, Yang Xiang:
EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection. CoRR abs/2407.19216 (2024) - [i67]William Holland, Chandra Thapa, Sarah Ali Siddiqui, Wei Shao, Seyit Camtepe:
One-Shot Collaborative Data Distillation. CoRR abs/2408.02266 (2024) - [i66]Sarah Ali Siddiqui, Chandra Thapa, Rayne Holland, Wei Shao, Seyit Camtepe:
Elevating Software Trust: Unveiling and Quantifying the Risk Landscape. CoRR abs/2408.02876 (2024) - [i65]Tina Moghaddam, Guowei Yang, Chandra Thapa, Seyit Camtepe, Dan Dongseong Kim:
MTDSense: AI-Based Fingerprinting of Moving Target Defense Techniques in Software-Defined Networking. CoRR abs/2408.03758 (2024) - [i64]Bao Gia Doan, Dang Quang Nguyen, Callum Lindquist, Paul Montague, Tamas Abraham, Olivier De Vel, Seyit Camtepe, Salil S. Kanhere, Ehsan Abbasnejad, Damith C. Ranasinghe:
On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World. CoRR abs/2408.12122 (2024) - [i63]Wei Shao, Chandra Thapa, Rayne Holland, Sarah Ali Siddiqui, Seyit Camtepe:
Attacking Slicing Network via Side-channel Reinforcement Learning Attack. CoRR abs/2409.11258 (2024) - [i62]Hevish Cowlessur, Chandra Thapa, Tansu Alpcan, Seyit Camtepe:
A Hybrid Quantum Neural Network for Split Learning. CoRR abs/2409.16593 (2024) - [i61]Zhiyu Zhu, Zhibo Jin, Hongsheng Hu, Minhui Xue, Ruoxi Sun, Seyit Camtepe, Praveen Gauravaram, Huaming Chen:
AI-Compass: A Comprehensive and Effective Multi-module Testing Tool for AI Systems. CoRR abs/2411.06146 (2024) - [i60]Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe, Aeryn Dunmore, Cybersecurity Lab:
Relation-aware based Siamese Denoising Autoencoder for Malware Few-shot Classification. CoRR abs/2411.14029 (2024) - [i59]Rayne Holland, Seyit Camtepe, Chandra Thapa, Minhui (Jason) Xue:
Private Synthetic Data Generation in Small Memory. CoRR abs/2412.09756 (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) - [c74]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. AAAI 2023: 14783-14791 - [c73]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 - [c72]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 - [c71]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 - [c70]Guy Farrelly, Paul Quirk, Salil S. Kanhere, Seyit Camtepe
, Damith C. Ranasinghe:
SplITS: Split Input-to-State Mapping for Effective Firmware Fuzzing. ESORICS (4) 2023: 290-310 - [c69]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 - [c68]Saud Khan
, Chandra Thapa
, Salman Durrani, Seyit Camtepe
:
Beyond Key-Based Authentication: A Novel Continuous Authentication Paradigm for IoTs. GLOBECOM (Workshops) 2023: 166-171 - [c67]Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Phung:
An Additive Instance-Wise Approach to Multi-class Model Interpretation. ICLR 2023 - [c66]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 - [c65]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 - [c64]Muhammad Nauman Khan
, Asha Rao, Seyit Camtepe, Josef Pieprzyk:
Classical to Post-Quantum Secure ABE-IBE Proxy Re-Encryption Scheme. SECRYPT 2023: 85-98 - [c63]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 - [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] - [i58]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) - [i57]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) - [i56]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) - [i55]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) - [i54]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) - [i53]M. A. P. Chamikara, Seung Ick Jang, Ian J. 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) - [i52]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) - [i51]Iqbal H. Sarker, Helge Janicke, Leandros Maglaras
, Seyit Camtepe:
Data-Driven Intelligence can Revolutionize Today's Cybersecurity World: A Position Paper. CoRR abs/2308.05126 (2023) - [i50]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) - [i49]Larry Huynh, Jin B. Hong, Ajmal Mian, Hajime Suzuki, Yanqiu Wu, Seyit Camtepe:
Quantum-Inspired Machine Learning: a Survey. CoRR abs/2308.11269 (2023) - [i48]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) - [i47]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) - [i46]Yanqiu Wu, Eromanga Adermann, Chandra Thapa, Seyit Camtepe, Hajime Suzuki, Muhammad Usman:
Radio Signal Classification by Adversarially Robust Quantum Machine Learning. CoRR abs/2312.07821 (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
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AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification. IEEE Access 9: 146810-146821 (2021) - [j29]Chandra Thapa
, Seyit Camtepe
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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
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Privacy preserving distributed machine learning with federated learning. Comput. Commun. 171: 112-125 (2021) - [j27]Mahawaga Arachchige Pathum Chamikara
, Peter Bertók, Ibrahim Khalil
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PPaaS: Privacy Preservation as a Service. Comput. Commun. 173: 192-205 (2021) - [j26]Nour Moustafa
, Marwa Keshk, Kim-Kwang Raymond Choo
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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
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Lightweight Cryptographic Protocols for IoT-Constrained Devices: A Survey. IEEE Internet Things J. 8(6): 4132-4156 (2021) - [j24]