IoT Security Techniques Based on Machine Learning

19 January 2018

Papers citing "IoT Security Techniques Based on Machine Learning"

31 / 31 papers shown

Title
Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples Shaokui Wei Ruotong Wang H. Zha Baoyuan Wu TPM 84 38 0 20 Jul 2023
Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation Soumyadeep Hore Jalal Ghadermazi Diwas Paudel Ankit Shah Tapas K. Das Nathaniel D. Bastian AAML 54 14 0 18 May 2023
IoT Device Identification Based on Network Communication Analysis Using Deep Learning J. Kotak Yuval Elovici 31 8 0 02 Mar 2023
ATTRITION: Attacking Static Hardware Trojan Detection Techniques Using Reinforcement Learning Vasudev Gohil Hao Guo Satwik Patnaik Jeyavijayan Jeyavijayan Rajendran 67 26 0 26 Aug 2022
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration Henna Kokkonen Lauri Lovén Naser Hossein Motlagh Abhishek Kumar Juha Partala ... M. Bennis Sasu Tarkoma Schahram Dustdar Susanna Pirttikangas J. Riekki 92 27 0 03 May 2022
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Persevering EdgeIoT Jingjing Zheng Kai Li N. Mhaisen Wei Ni Eduardo Tovar Mohsen Guizani 78 47 0 15 Feb 2022
Addressing Adversarial Machine Learning Attacks in Smart Healthcare Perspectives A. Selvakkumar S. Pal Zahra Jadidi AAML 49 13 0 16 Dec 2021
Towards Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-based Method Tao Bai Jun Zhao Jinlin Zhu Shoudong Han Jiefeng Chen Yue Liu Alex C. Kot AAML 28 5 0 19 Nov 2021
A Modern Analysis of Aging Machine Learning Based IoT Cybersecurity Methods Sam Strecker Rushit Dave Nyle Siddiqui Naeem Seliya 74 27 0 15 Oct 2021
Reinforcement Learning for Feedback-Enabled Cyber Resilience Yunhan Huang Linan Huang Quanyan Zhu 91 70 0 02 Jul 2021
Security, Privacy and Trust: Cognitive Internet of Vehicles Khondokar Fida Hasan Anthony Overall Keyvan Ansari Gowri Ramachandran Raja Jurdak 65 9 0 26 Apr 2021
A Survey on Security Issues of 5G NR: Perspective of Artificial Dust and Artificial Rain Misbah Shafi R. Jha Manish Sabraj 45 20 0 08 Apr 2021
Reinforcement Learning for IoT Security: A Comprehensive Survey Aashma Uprety D. Rawat AAML 88 124 0 14 Feb 2021
Resilient Machine Learning for Networked Cyber Physical Systems: A Survey for Machine Learning Security to Securing Machine Learning for CPS Felix O. Olowononi D. Rawat Chunmei Liu 95 138 0 14 Feb 2021
SHARKS: Smart Hacking Approaches for RisK Scanning in Internet-of-Things and Cyber-Physical Systems based on Machine Learning Tanujay Saha N. Aaraj Neel Ajjarapu N. Jha 50 26 0 07 Jan 2021
Security Threats and Research Challenges of IoT-A Review Akm Bahalul Haque Sonia Tasmin 78 10 0 24 Dec 2020
EM-X-DL: Efficient Cross-Device Deep Learning Side-Channel Attack with Noisy EM Signatures Josef Danial Debayan Das Anupam Golder Santosh K. Ghosh A. Raychowdhury Shreyas Sen AAML 20 30 0 12 Nov 2020
Challenges of AI in Wireless Networks for IoT Ijaz Ahmad Shahriar Shahabuddin T. Kumar E. Harjula M. Meisel M. Juntti T. Sauter M. Ylianttila 39 18 0 09 Jul 2020
Machine Learning Based Solutions for Security of Internet of Things (IoT): A Survey S. M. Tahsien H. Karimipour P. Spachos OOD 67 329 0 11 Apr 2020
Deep Reinforcement Learning for FlipIt Security Game Laura Greige Peter Chin AAML 16 2 0 28 Feb 2020
IoT Device Identification Using Deep Learning J. Kotak Yuval Elovici 64 56 0 25 Feb 2020
The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities Faranak Abri Sima Siami‐Namini Mahdi Adl Khanghah Fahimeh Mirza Soltani A. Namin 8 14 0 21 Nov 2019
Robust Federated Learning with Noisy Communication F. Ang Li Chen Senior Member Ieee Nan Zhao Senior Member Ieee Yunfei Chen Weidong Wang Feng Yu FedML 58 117 0 01 Nov 2019
Machine Learning for Intelligent Authentication in 5G-and-Beyond Wireless Networks He Fang Xianbin Wang Stefano Tomasin AAML 60 108 0 30 Jun 2019
Deep Reinforcement Learning for Cyber Security Thanh Thi Nguyen Vijay Janapa Reddi OffRL AI4CE 106 332 0 13 Jun 2019
Deep ensemble learning for Alzheimers disease classification Ning An Huitong Ding Jiaoyun Yang R. Au T. F. Ang OOD FedML 45 153 0 30 May 2019
Internet of Intelligence: The Collective Advantage for Advancing Communications and Intelligence Rongpeng Li Zhifeng Zhao Xing Xu Fei Ni Honggang Zhang 13 5 0 26 Apr 2019
Machine Learning in IoT Security: Current Solutions and Future Challenges Fatima Hussain Rasheed Hussain Syed Ali Hassan Ekram Hossain 87 536 0 14 Mar 2019
Learning-Aided Physical Layer Authentication as an Intelligent Process He Fang Xianbin Wang L. Hanzo 52 141 0 07 Aug 2018
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security M. Al-garadi Amr M. Mohamed A. Al-Ali Xiaojiang Du Mohsen Guizani 86 826 0 29 Jul 2018
NETRA: Enhancing IoT Security using NFV-based Edge Traffic Analysis R. Sairam S. Bhunia Vijayanand Thangavelu M. Gurusamy 22 43 0 28 May 2018