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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-in-cybersecurity-must-know-essentials/
课程评论：没有评论
**课程名称：**网络安全中的人工智能：必备基础 **课程概述：** 本课程旨在教授学员如何利用人工智能（AI）和生成式AI（GenAI）的力量来加强网络安全防御。随着AI技术的飞速发展，网络安全专业人员面临着保护AI系统免受恶意攻击的挑战。本课程将提供实用的技能，帮助您防御AI驱动的技术，并提升您的网络安全职业发展。 **课程内容：** * **AI与机器学习在网络安全中的基础：** 深入理解AI和机器学习在网络安全领域的应用原理。 * **AI在网络安全中的实际应用：** 探讨AI在威胁检测、自动化响应和异常检测等方面的真实案例。 * **GenAI管道和大型语言模型（LLMs）的攻击面与漏洞：** 识别和理解GenAI和LLMs特有的安全风险和脆弱性。 * **AI驱动的安全工具应用：** 掌握使用AI工具进行恶意软件分类、网络钓鱼检测和威胁情报分析。 * **为AI系统应用零信任原则和身份访问管理：** 学习如何通过零信任架构和身份管理来保护AI系统。 * **AI治理、风险和合规性策略：** 实施负责任和合乎道德的AI治理、风险管理和合规性策略。 * **保护整个AI生命周期：** 从训练数据到生产部署，确保AI系统的安全性。 * **企业级AI安全运营路线图：** 构建在企业环境中实现AI安全运营的路线图。 **学习成果：** 完成本课程后，学员将能够设计、评估和保护先进的AI和GenAI系统，从而在快速发展的领域中占据领先地位。无论您是网络安全分析师、AI工程师、IT经理还是合规官，本课程都将赋能您应对当前和未来的威胁。 **课程目标人群：** 网络安全分析师、安全工程师、AI开发者、机器学习工程师、IT经理、合规官、风险经理、企业架构师、安全顾问。 **先修要求：** * 对网络安全原理有基本了解。 * 熟悉IT系统和术语（有帮助，但非强制）。
Unlock the power of artificial intelligence in cybersecurity - and learn how to secure it. As AI and generative AI reshape our world, cyber professionals face evolving challenges in protecting these systems from adversarial threats. This course gives you the essential, practical skills to defend AI-driven technologies and strengthen your cybersecurity career.Inside this comprehensive program, you will:Understand the fundamentals of artificial intelligence and machine learning in cybersecurityExplore real-world use cases for AI, including threat detection, automated response, and anomaly detectionIdentify unique attack surfaces and vulnerabilities in GenAI pipelines and large language models (LLMs)Master AI-driven security tools for malware classification, phishing detection, and threat intelligenceApply Zero Trust principles and identity access management to safeguard AI systemsImplement governance, risk, and compliance strategies for responsible and ethical AISecure the entire AI lifecycle, from training data to production deploymentBuild a roadmap for operationalizing AI security within enterprise environmentsBy the end of this course, you'll be prepared to design, evaluate, and protect advanced AI and GenAI systems, positioning yourself at the forefront of a rapidly growing field. Whether you're a cybersecurity analyst, AI engineer, IT manager, or compliance officer, this training will empower you to stay ahead of the curve and defend against today's - and tomorrow's - threats.What you'll learnThe role of AI and ML in modern cybersecurityEmerging GenAI threat vectors and how to mitigate themSecuring AI pipelines, APIs, and endpointsLeveraging AI-powered platforms for threat intelligence and detectionApplying secure practices for AI model governance, drift detection, and rollbackBuilding Zero Trust Architecture for AI systemsManaging compliance, fairness, and responsible AI practicesCreating an actionable enterprise AI security roadmapWho this course is forcybersecurity analysts, security engineers, AI developers, machine learning engineers, IT managers, compliance officers, risk managers, enterprise architects, security consultantsRequirementsBasic understanding of cybersecurity principlesFamiliarity with IT systems and terminology (helpful, but not mandatory)
