[HTML][HTML] The overview of database security threats' solutions: traditional and machine learning

Y Wang, J Xi, T Cheng - Journal of Information Security, 2021 - scirp.org
… with some threats types. This paper first obtains the source of database security threats, as
… the papers dealing with these threats, and find that machine learning has its advantages. …

Bitcoin concepts, threats, and machine-learning security solutions

M Rahouti, K Xiong, N Ghani - Ieee Access, 2018 - ieeexplore.ieee.org
threats in … threats and weaknesses of the Bitcoin system and its main technologies including
the blockchain protocol. Last, we discuss the current existing security studies and solutions

Machine learning security: Threats, countermeasures, and evaluations

M Xue, C Yuan, H Wu, Y Zhang, W Liu - IEEE Access, 2020 - ieeexplore.ieee.org
… the threats and attacks faced by machine learning systems. As shown in Fig. 2, to date, all the
security threats along the life cycle of machine learning … privacy-preserving solutions [120]. …

A comprehensive survey on online social networks security and privacy issues: Threats, machine learning‐based solutions, and open challenges

M Bhattacharya, S Roy, S Chattopadhyay… - Security and …, 2023 - Wiley Online Library
threats in OSNs. However, till date, no survey work has been conducted that aims to classify
and analyze various machine learning (ML)-based solutions … ML-based solutions toward …

Privacy-preserving machine learning: Threats and solutions

M Al-Rubaie, JM Chang - IEEE Security & Privacy, 2019 - ieeexplore.ieee.org
… The problem is not limited to the threats associated with … applications and the potential threats
associated with current … ML, the potential threats to privacy, the proposed solutions, and the …

A survey on security threats and defensive techniques of machine learning: A data driven view

Q Liu, P Li, W Zhao, W Cai, S Yu, VCM Leung - IEEE access, 2018 - ieeexplore.ieee.org
… Thus, we revisit existing security threats and give a … current defensive techniques of machine
learning into four groups: … threats and defensive techniques of machine learning, which …

Internet of things (iot) security intelligence: a comprehensive overview, machine learning solutions and research directions

IH Sarker, AI Khan, YB Abushark, F Alsolami - Mobile Networks and …, 2023 - Springer
threats. Utilizing artificial intelligence (AI) expertise, especially machine and deep learning
solutions… , which is built on machine and deep learning technologies that extract insights from …

Adversarial Machine Learning in the Context of Network Security: Challenges and Solutions

M Khan, L Ghafoor - Journal of Computational Intelligence …, 2024 - thesciencebrigade.com
… With the increasing sophistication of cyber threats, the integration of machine learning (ML)
techniques in network security has become imperative for detecting and mitigating evolving …

Machine Learning Algorithms for Cybersecurity: Detecting and Preventing Threats

V Shah - Revista Espanola de Documentacion Cientifica, 2021 - redc.revistas-csic.com
… surrounding data privacy, algorithm bias, and transparency necessitate careful scrutiny to
ensure the responsible and ethical deployment of AI-driven cybersecurity solutions. In light of …

Machine learning in IoT security: Current solutions and future challenges

F Hussain, R Hussain, SA Hassan… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
… We discuss threat model of IoT networks in Section III. In Section IV, we discuss the role
of ML in the IoT networks and briefly review different ML and DL techniques. We survey the …