Overview of Machine Learning Processes Used in Improving Security …
In Sect. 3, we describe the most popular cybersecurity threats in the world of APIs, the common vulnerabilities found, and the challenges in securing APIs. In Sect. 4, we present examples of …
Machine Learning and Security[Book] - O'Reilly Media
With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis.
Machine Learning and Security: Protecting Systems with Data …
Mar 13, 2018 · With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis.
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API Security in the world of Cloud & AI - amazon.com
Feb 20, 2025 · This book covers: Cloud API Security Fundamentals – Understand why APIs are prime targets for cyber threats and how to mitigate risks. Secure API Design Principles – …
PROTECTING SYSTEMS WITH DATA AND ALGORITHMS. Praise for Machine Learning and Security. The future of security and safety online is going to be defined by the ability of …
Machine Learning-Based Detection of API Security Attacks
This research paper presented a comparative analysis of four supervised machine learning techniques for discovering API attacks early so that the client machine should only respond to …
Advanced Threat Detection in API Security: Leveraging Machine Learning ...
Feb 2, 2025 · By leveraging anomaly detection, behavioral analysis, and predictive modeling, ML-driven security frameworks can identify malicious patterns in real time, mitigate risks, and …
Artificial intelligence and machine learning in ... - Springer
Apr 30, 2025 · The integration of artificial intelligence (AI) and machine learning (ML) into cybersecurity has driven a transformational shift, significantly enhancing the ability to detect, …
Current State of API Security and Machine Learning
Jun 1, 2022 · Each API adds new dimensions to security threats and attack vectors to corporate data and applications, therefore critically forfeiting the business systems. Traditional security …
Automating API Security The Role of Machine Learning in
Nov 9, 2024 · This article delves into the complexities of integrating machine learning with API gateway security solutions, analyzing both theoretical frameworks and practical implementations.