Phishing Detection Courses and Certifications

OWASP Foundation

Improved Phishing Detection Using Perceptual Hashing - AppSecUSA 2014

Explore advanced phishing detection using perceptual hashing algorithms, with insights on identifying malicious sites masquerading as popular platforms and a demonstration of new defensive tools.

• YouTube
• 41 minutes
• On-Demand
• Free Video

USENIX

Evaluating Email User Security Tools: Checking, Nudging, and Scoring - SOUPS 2023

Evaluates three e-mail security tools to improve phishing detection, finding "suspicion score" nudge and "check" button most effective for professional users without hindering productivity.

• YouTube
• 16 minutes
• On-Demand
• Free Video

BSidesLV

PhishDefend - A Reinforcement Learning Framework for AI-Augmented Phishing Detection and Response

Explore a reinforcement learning framework for measuring AI-augmented phishing detection and response, enhancing cybersecurity strategies against evolving threats.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Introduction to AI for Cybersecurity

Gain foundational knowledge of AI in cybersecurity, exploring techniques to enhance security, detect threats, and secure systems through hands-on implementations using tools like Jupyter Notebooks.

• Coursera
• 9 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Cyber Security Awareness: Training for Online Safety (2024)

560 ratings at Udemy

Information Cybersecurity Training: Data Safeguarding, Phishing Detection, Common Threats, Browser and Device Security

• Udemy
• 2 hours 4 minutes
• On-Demand
• Paid Course

Cooper

Machine Duping - Pwning Deep Learning Systems

Explore vulnerabilities in deep learning systems and learn techniques to manipulate image recognition, speech recognition, and phishing detection through practical demonstrations and attack methodologies.

• YouTube
• 38 minutes
• On-Demand
• Conference Talk

USENIX Enigma Conference

All Security Is Good(s)- Design Guidance for Economics - L Jean Camp - USENIX Enigma Conference - 2020

Explore economic aspects of security adoption failures, incentive-aligned design, and the balance between information sharing and privacy, with real-world examples and research insights.

• YouTube
• 23 minutes
• On-Demand
• Conference Talk

CAE in Cybersecurity Community

Towards an Assessment of Audio, Visual, and Haptic Alerts and Warnings

Explore human-centric cybersecurity, focusing on behavioral economics, email compromise detection, and cyber situational awareness to enhance alert systems and reduce human error.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Databricks

MATS Stack for Cross-System Orchestration of Machine Learning Pipelines

Explore the MATS stack for orchestrating ML pipelines across systems, featuring MLFlow, Airflow, Tensorflow, and Spark. Learn how Avast leverages this approach for efficient phishing detection and streamlined ML workflows.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Security BSides San Francisco

Building a Predictive Pipeline to Rapidly Detect Phishing Domains

Learn to build a predictive pipeline using Python and machine learning to detect phishing domains in real-time, leveraging Certificate Transparency logs and supervised learning techniques.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

BSidesLV

Is This Magikarp a Gyarados? - Machine Learning for Phishing Detection

Explore machine learning techniques for detecting phishing attacks, focusing on email and website classification, data collection, and modeling strategies to enhance cybersecurity.

• YouTube
• 32 minutes
• On-Demand
• Conference Talk

BSidesLV

Transfer Learning - Analyst-Sourcing Behavioral Classification

Explore advanced threat detection using AI and transfer learning techniques. Learn about active learning, data sharing, and improving phishing domain detection across organizations.

• YouTube
• 37 minutes
• On-Demand
• Conference Talk

OWASP Foundation

Catching Transparent Phish - Understanding and Detecting MITM Phishing Kits

Explore MITM phishing toolkits, their threat models, and detection methods. Learn about network-level analysis, classifiers, and countermeasures to enhance cybersecurity defenses.

• YouTube
• 58 minutes
• On-Demand
• Conference Talk

USENIX Enigma Conference

Lessons Learned While Protecting Gmail

Insights into Gmail's defense strategies against various cyber threats, covering spam detection, phishing prevention, malware scanning, network security, and web frontend protection.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

DefCamp

Sharper than a Phisher's Hook – The Story of an Email Autopsy

Explore the anatomy of phishing emails through an in-depth analysis, uncovering techniques used by attackers and learning effective defense strategies against sophisticated email threats.

• YouTube
• 41 minutes
• On-Demand
• Conference Talk