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#Hashing Algorithms

#Locality-Sensitive Hashing
Showing: 32 courses
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Hashing in Java

0 rewiews
Explore Java hashing concepts, including collision handling, HashTable, HashMap, LinkedHashMap, HashSet, and LinkedHashSet. Learn implementation techniques and problem-solving strategies.
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10 Lesons
1 hour 10 minutes
On-Demand
Free-Video
Linux Foundation

The Path of the Private FUTEX - Improving Kernel Performance and Latency

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Explore improvements in Linux kernel's futex implementation to reduce latency in contended locking and unlocking paths, benefiting both real-time and mainline systems, especially on large NUMA machines.
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23 Lesons
39 minutes
On-Demand
Free-Video
LASCON

Malware Clustering - Static and Dynamic Behavior Analysis

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Explore innovative malware clustering techniques using static and dynamic behavior analysis, machine learning, and similarity search for robust, scalable, and repeatable results.
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11 Lesons
49 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Hearing Without Listening: Voice Authentication with Privacy

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Explore voice authentication privacy challenges and solutions, including cryptographic methods and secure binary embeddings for protecting user voice prints while enabling authentication.
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1 Lesons
58 minutes
On-Demand
Free-Video
James Briggs

How LSH Random Projection Works in Search - Python

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Explore efficient similarity search using Locality Sensitive Hashing (LSH) and Random Projection. Learn how to handle large-scale data and implement approximate search techniques in Python.
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1 Lesons
19 minutes
On-Demand
Free-Video
Data Science Conference

Under the Hood: Key Algorithms Powering Vector Search - HNSW, LSH, and PQ

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Dive into fundamental algorithms like HNSW, LSH, and PQ that power vector search and AI-driven databases, exploring their technical mechanisms and practical applications.
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1 Lesons
32 minutes
On-Demand
Free-Video
Discover AI

Reversible Transformer - GPU Memory Optimization Using ReFORMER and Reversible Residual Layers

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Delve into GPU memory optimization techniques for transformers, exploring reversible residual layers and locality-sensitive hashing to enhance deep neural network efficiency and performance.
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1 Lesons
18 minutes
On-Demand
Free-Video
James Briggs

Locality Sensitive Hashing for Search with Shingling + MinHashing - Python

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Learn efficient similarity search using Locality Sensitive Hashing (LSH) with shingling and MinHashing techniques in Python. Explore implementation steps, from data preprocessing to LSH tuning, for approximate nearest neighbor search.
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9 Lesons
27 minutes
On-Demand
Free-Video
Stuff Made Here

World's Hardest Jigsaw vs. Puzzle Machine - All White

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Watch a puzzle machine tackle the world's hardest jigsaw—an all-white puzzle. Explore image processing, mathematical algorithms, and innovative engineering solutions in this challenging project.
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12 Lesons
22 minutes
On-Demand
Free-Video
TheIACR

A New Distribution Sensitive Secure Sketch and Popularity Proportional Hashing

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Explores new techniques for secure password storage and authentication, including distribution-sensitive secure sketches and popularity proportional hashing, to enhance security against online and offline attacks.
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6 Lesons
24 minutes
On-Demand
Free-Video
IEEE

Private Nearest Neighbor Search with Sublinear Communication and Malicious Security

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Explore secure and efficient private nearest neighbor search techniques, focusing on sublinear communication and protection against malicious adversaries in two-party computation scenarios.
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10 Lesons
19 minutes
On-Demand
Free-Video
Yannic Kilcher

Reformer - The Efficient Transformer

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Discover how Reformer revolutionizes Transformer models, reducing memory usage and enabling processing of longer sequences through innovative techniques like Locality Sensitive Hashing and Reversible Networks.
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1 Lesons
29 minutes
On-Demand
Free-Video
Paul Browning

CompTIA CASP+ Certification Training - Cryptography and PKI

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Comprehensive training on cryptography and PKI for CompTIA CASP+ certification, covering hashing, encryption algorithms, protocols, and certificates. Includes practice exams and labs.
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6 Lesons
20 minutes
On-Demand
Free-Video
IEEE

Subsets and Supermajorities - Optimal Hashing-based Set Similarity Search

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Explore optimal hashing techniques for efficient set similarity search, focusing on subsets and supermajorities in data structures and algorithms.
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1 Lesons
24 minutes
On-Demand
Free-Video
TheIACR

Hashing and Hash-and-Sign Techniques

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Explore cutting-edge cryptographic techniques in hashing and hash-and-sign protocols, presented by experts at PKC 2024, chaired by Eiichiro Fujisaki.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Simons Institute

Long-context Attention in Near-Linear Time

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Explores HyperAttention, an innovative approach to tackle computational challenges in long-context LLMs, offering significant speed improvements while maintaining performance across various datasets.
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1 Lesons
41 minutes
On-Demand
Free-Video
Simons Institute

Efficiently Computing Similarities to Private Datasets

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Explore advanced techniques for computing similarities to private datasets, focusing on extroverted sublinear algorithms and their applications in data privacy.
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1 Lesons
30 minutes
On-Demand
Free-Video
Simons Institute

O(log s)-Approximate Nearest Neighbor Search for Earth Mover's Distance

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Explore advancements in nearest neighbor search for Earth Mover's Distance, improving approximation to Õ(log s) with sublinear query time using data-dependent LSH functions and tree embedding techniques.
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1 Lesons
37 minutes
On-Demand
Free-Video
BSidesLV

Blind Hashing

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Explore blind hashing for enhanced password security, covering attack vectors, online vs offline attacks, and strategies to scale and protect against various threats.
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13 Lesons
30 minutes
On-Demand
Free-Video
IEEE

Kernel Density Estimation through Density Constrained Near Neighbor Search

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Explore kernel density estimation through near neighbor search, focusing on importance sampling, locality sensitive hashing, and data-dependent techniques for improved efficiency and accuracy.
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28 Lesons
24 minutes
On-Demand
Free-Video

Building Dictionaries and Destroying Hashes Using Amazon EC2

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Explore password cracking techniques using Amazon EC2, covering hashing algorithms, methodology tools, and cloud-based strategies for efficient and cost-effective password recovery.
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38 Lesons
1 hour 10 minutes
On-Demand
Free-Video
0xdade

Time Signature Based Matching for Data Fusion and Coordination Detection in Cyber Relevant Logs

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Methodology for detecting automated behavior in cyber logs using temporal pattern matching, scalable through locality sensitive hashing. Applications include anomaly detection and data fusion.
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7 Lesons
23 minutes
On-Demand
Free-Video
TheIACR

Parallel Hashing via List Recoverability

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Explore parallel hashing techniques, focusing on list recoverability and its applications in cryptographic constructions like Merkle trees and domain extension schemes.
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10 Lesons
20 minutes
On-Demand
Free-Video
TheIACR

Structure Preserving Smooth Projective Hashing

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Explore advanced cryptographic techniques with a focus on structure-preserving smooth projective hashing, presented by experts at Asiacrypt 2016.
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1 Lesons
23 minutes
On-Demand
Free-Video
EuroPython Conference

Speeding Up Search With Locality Sensitive Hashing

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Explore locality sensitive hashing for faster search and similarity comparisons, with practical Python implementations and real-world applications in image search and collaborative filtering.
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18 Lesons
24 minutes
On-Demand
Free-Video
JSConf

Node JS Authentication and Data Security

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Explore secure authentication and data protection in Node.js, covering OAuth 2, OpenID Connect, middleware services, hashing algorithms, and common pitfalls to build robust user and data security infrastructure.
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1 Lesons
41 minutes
On-Demand
Free-Video
NDC Conferences

CompSci and My Day Job

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Practical application of computer science concepts in everyday development, from Big-O notation to cryptography, enhancing performance and security in real-world projects.
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1 Lesons
52 minutes
On-Demand
Free-Video
Devoxx

Highly Available, Distributed & Resilient Software Team

0 rewiews
Explore secure data handling in IoT SaaS using public-key encryption and hashing for pseudo-anonymization, balancing privacy, usability, and performance.
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1 Lesons
47 minutes
On-Demand
Free-Video
Simons Institute

A Quasi-Monte Carlo Algorithm for Smooth Kernel Evaluation

0 rewiews
Explore a novel data structure for density queries, combining discrepancy theory and LSH to build sparse coresets and enhance smooth kernel evaluation algorithms.
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1 Lesons
42 minutes
On-Demand
Free-Video
UofU Data Science

Understanding Distance Metrics in Data Mining - Spring 2023

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Explore various distance metrics in data mining, from Euclidean and Manhattan to Mahalanobis and Angular, learning their applications, limitations, and relationships to LSH algorithms.
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20 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Inside Livermore Lab

Scaling Up AI: Embedding Physics Modeling into End-to-end Learning and Harnessing Random Projection

0 rewiews
Explore AI-driven scientific discovery through embedding physics models in end-to-end learning and utilizing random projection for efficient simulation and gradient propagation in PDE-based systems.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Generalizations of Matrix Multiplication for Solving the Light Bulb Problem

0 rewiews
Explore a novel approach to solving the Light Bulb Problem using tensor-based algorithms, potentially outperforming traditional matrix multiplication methods for faster data analysis and pattern recognition.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video