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#Phishing Detection

Showing: 25 courses
MLOps World: Machine Learning in Production

MLOps Platform Architecture for End-to-End ML Pipelines

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Explore Avast's MLOps journey, tooling, and cultural shift for enhanced ML productivity. Learn strategies for model tracking, storage, orchestration, and E2E deployments in large-scale ML pipelines.
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1 Lesons
42 minutes
On-Demand
Free-Video
Shaw Talebi

Fine-Tuning BERT for Text Classification - Python Code Tutorial

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Dive into fine-tuning BERT for text classification, focusing on phishing URL detection. Learn key concepts and implement Python code to enhance your natural language processing skills.
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6 Lesons
23 minutes
On-Demand
Free-Video
Ekoparty Security Conference

Redes Neuronales de Grafos para la Prevención de Fraude

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Explora el uso de grafos y redes neuronales para detectar phishing en banca empresarial, analizando patrones de conexión entre usuarios e IPs para identificar comportamientos sospechosos.
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1 Lesons
31 minutes
On-Demand
Free-Video
CAE in Cybersecurity Community

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

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Explore human-centric cybersecurity, focusing on behavioral economics, email compromise detection, and cyber situational awareness to enhance alert systems and reduce human error.
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17 Lesons
48 minutes
On-Demand
Free-Video
OWASP Foundation

Improved Phishing Detection Using Perceptual Hashing - AppSecUSA 2014

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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.
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21 Lesons
41 minutes
On-Demand
Free-Video
OWASP Foundation

OWASP AppSecUSA 2014 - Defenders Track Sessions

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Explore cutting-edge cybersecurity topics including secure software design, memory scraping malware, cloud security, phishing detection, and attacks on in-memory platforms in this OWASP AppSecUSA conference.
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5 Lesons
6 hours 17 minutes
On-Demand
Free-Video
USENIX

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

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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.
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1 Lesons
16 minutes
On-Demand
Free-Video
BSidesLV

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

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Explore a reinforcement learning framework for measuring AI-augmented phishing detection and response, enhancing cybersecurity strategies against evolving threats.
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1 Lesons
52 minutes
On-Demand
Free-Video
Databricks

MATS Stack for Cross-System Orchestration of Machine Learning Pipelines

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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.
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7 Lesons
22 minutes
On-Demand
Free-Video
BSidesLV

Sight Beyond Sight - Detecting Phishing with Computer Vision

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Explore innovative computer vision techniques for detecting phishing attacks, enhancing cybersecurity through advanced visual analysis and machine learning.
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1 Lesons
45 minutes
On-Demand
Free-Video
Ekoparty Security Conference

Detección automatizada de phishing

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Técnicas avanzadas de detección automatizada de phishing presentadas por experto en ciberseguridad. Enfoque en protección financiera y estrategias de prevención contra ataques de ingeniería social.
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1 Lesons
28 minutes
On-Demand
Free-Video
Ekoparty Security Conference

Detecting Phishing on Mobile Devices - Mobile Hacking

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Explore latest phishing trends, mobile-specific attacks, and detection methods. Learn about zero-day phishing detection in mobile environments and how attackers evade automated systems.
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1 Lesons
30 minutes
On-Demand
Free-Video
USENIX Enigma Conference

Lessons Learned While Protecting Gmail

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Insights into Gmail's defense strategies against various cyber threats, covering spam detection, phishing prevention, malware scanning, network security, and web frontend protection.
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1 Lesons
26 minutes
On-Demand
Free-Video
BSidesLV

Transfer Learning - Analyst-Sourcing Behavioral Classification

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Explore advanced threat detection using AI and transfer learning techniques. Learn about active learning, data sharing, and improving phishing domain detection across organizations.
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21 Lesons
37 minutes
On-Demand
Free-Video
BSidesLV

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

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Explore machine learning techniques for detecting phishing attacks, focusing on email and website classification, data collection, and modeling strategies to enhance cybersecurity.
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31 Lesons
32 minutes
On-Demand
Free-Video
Cooper

Machine Duping - Pwning Deep Learning Systems

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Explore vulnerabilities in deep learning systems and learn techniques to manipulate image recognition, speech recognition, and phishing detection through practical demonstrations and attack methodologies.
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10 Lesons
38 minutes
On-Demand
Free-Video
USENIX Enigma Conference

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

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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.
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34 Lesons
23 minutes
On-Demand
Free-Video
OWASP Foundation

Catching Transparent Phish - Understanding and Detecting MITM Phishing Kits

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Explore MITM phishing toolkits, their threat models, and detection methods. Learn about network-level analysis, classifiers, and countermeasures to enhance cybersecurity defenses.
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17 Lesons
58 minutes
On-Demand
Free-Video
Security BSides San Francisco

Building a Predictive Pipeline to Rapidly Detect Phishing Domains

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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.
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19 Lesons
30 minutes
On-Demand
Free-Video
Black Hat

Qualitative Look at Autonomous Peer Communication's Impact on Organizational Phishing Detection

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Explore how autonomous peer communication enhances organizational phishing detection through user education and marketing tools in information security awareness programs.
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1 Lesons
24 minutes
On-Demand
Free-Video
Black Hat

The Security Wolf of Wall Street - Fighting Crime With High-Frequency Classification

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Explore real-time threat detection using machine learning on massive DNS data. Learn about Avalanche stream processing and NLP-Rank for automated phishing detection at scale.
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1 Lesons
58 minutes
On-Demand
Free-Video
DefCamp

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

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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.
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1 Lesons
41 minutes
On-Demand
Free-Video

LinkedAllUpIn Your Email

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Explore email security vulnerabilities and LinkedIn data mining techniques to enhance your understanding of digital privacy and protection strategies.
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1 Lesons
29 minutes
On-Demand
Free-Video
Data Science Festival

Gone Phishing: Lessons Learned Training a Phishing Email Classifier with Highly Imbalanced Biased Labels

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Explore challenges and solutions in training a phishing email classifier with imbalanced, biased data. Learn practical strategies for evaluation and deployment in real-world scenarios.
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1 Lesons
49 minutes
On-Demand
Free-Video
USENIX

UIHash: Detecting Similar Android UIs through Grid-Based Visual Appearance Representation

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Explore a novel grid-based approach for detecting similar Android user interfaces, focusing on security measures against UI spoofing and phishing through advanced visual appearance analysis.
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1 Lesons
12 minutes
On-Demand
Free-Video