Published 10/2023
Created by Dharmanandana Reddy Pothula
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 44 Lectures ( 4h 18m ) | Size: 1.6 GB
Navigating AI Frontiers: From Web Deceptions to Behavioral Cybersecurity Insights
What you’ll learn
AI transforming cyber security landscape
Machine Learning for cyber Threat Detection
Deep Learning for cyber Threat Detection
AI for cyber threat detection
Android Malware Detection with AI
APT detection with AI
Web Phishing detection with AI
Social Network Spam Detection with AI
Anomaly Detection with AI
User Behavior Analytics with AI
Ethics and Risks of AI in Security Threat Detection
Requirements
Basic knowledge of Python will be good
Basic knowledge of AI and ML will be good
Description
Embark on an enlightening journey through the revolutionary world of “AI’s Cyber Defense: Web Phishing, APTs to Behavior Analytics.” This meticulously curated course delves deep into the transformative role of artificial intelligence (AI) and machine learning (ML) in redefining the realms of cybersecurity.From the foundational philosophies behind machine learning to its intricate aspects, you’ll gain insights into the cutting-edge applications of AI in detecting and countering diverse cyber threats. The course intricacies include:A comprehensive understanding of AI’s prowess in combating web phishing and the deception tactics employed by cyber adversaries.Discovering AI-driven strategies to detect and counter social network spam, highlighting the dangers posed by these often overlooked threats.Navigating the treacherous waters of modern malware warfare, with a focus on AI-powered detection mechanisms tailored for both PCs and Android systems.An in-depth exploration of Advanced Persistent Threats (APTs) and the robust AI defenses built to withstand them.An analytical dive into anomaly detection, leveraging AI to revolutionize the way we detect and respond to cyber anomalies.Deciphering the intricacies of user behavior through AI-enhanced analytics, offering a unique vantage point to detect potential security threats based on behavioral patterns.Reflecting on the ethical dimensions and potential risks of AI in the domain of security threat detection, while also strategizing for risk minimization.Envisioning the future of AI in cybersecurity, understanding the emerging trends, challenges, and hands-on methodologies to build robust cybersecurity solutions.Throughout the journey, hands-on labs and practical exercises will immerse you in the world of AI-driven cybersecurity, equipping you with the skills to not only detect but also defend against a myriad of cyber threats. As you reach the culmination, a reflective session will reinforce your mastery over AI for cybersecurity threat detection. Join us, and be at the forefront of the AI-driven cybersecurity revolution!You’ll also get:Lifetime Access to The CourseQuick and Friendly Support in the Q&A sectionUdemy Certificate of Completion Enroll now and become a cybersecurity expert with the power of AI on your side!See you in the “AI’s Cyber Defense: Web Phishing, APTs to Behavior Analytics” course!With this course you’ll surely get 24/7 support. Please feel free to post your questions in the Q&A section and we’ll definitely respond to you within 14 hours.
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