Language Detection Courses and Certifications

CAE in Cybersecurity Community

Automated Software Vulnerability Detection with Deep Learning for Natural Language Processing

Explore deep learning techniques for automated software vulnerability detection using natural language processing, covering data sets, pretraining, architecture, and results.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

IEEE

An Incremental Learner for Language-Based Anomaly Detection in XML

Incremental learning approach for XML anomaly detection, inferring types and datatypes to create extension point-free automaton for improved stream validation and attack prevention.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Simons Institute

Towards Reliable Use of Large Language Models - Better Detection, Consistency, and Instruction-Tuning

Explore advancements in large language models, focusing on improving consistency, detection of AI-generated text, and instruction-tuning for enhanced reliability and practical applications.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

MLOps.community

Reliable Hallucination Detection in Large Language Models

Explore advanced techniques for detecting hallucinations in large language models, including a novel sampling-based method that outperforms existing approaches in identifying non-factual and factual statements.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

GAIA

Cross-modal Transfer Between Vision and Language for Protest Detection

Explore cross-modal transfer for protest detection using vision and language data. Learn how to leverage pretrained models for zero-shot event detection across different modalities.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Automatic Detection and Monitoring of Parkinson's Disease from Language and Speech

Explore cutting-edge techniques for detecting and monitoring Parkinson's disease through speech and language analysis, presented by PhD student Anna Favaro from Johns Hopkins University.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Syntactic Language Modeling for Machine Translation and Speech-Repair Detection - 2005

Explore syntactic language modeling techniques for improving machine translation and detecting speech repairs in natural language processing.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

USC Information Sciences Institute

Harmful Speech Detection by Language Models Exhibits Gender-Queer Dialect Bias

Explore how content moderation systems and language models exhibit biases when detecting harmful speech in gender-queer dialects, with focus on reclaimed LGBTQ+ terminology and fairness implications.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Harmful Speech Detection by Language Models - Gender-Queer Dialect Bias

Explore how language models exhibit bias in detecting harmful speech, particularly affecting gender-queer communities, and understand the implications for AI fairness and inclusivity.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

IEEE

ViDDAR: Vision Language Model-based Task-Detrimental Content Detection for Augmented Reality

Discover how ViDDAR uses Vision Language Models to detect task-detrimental content in Augmented Reality, addressing obstruction and information manipulation attacks with high accuracy and practical deployment.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

Data Science Conference

Vision-Language Models for Fraud Detection

Explore how vision-language models can consolidate multiple fraud detection systems into a single unified solution, addressing growing complexities in ID document fraud attacks while improving efficiency and effectiveness.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Security BSides San Francisco

Lex Sleuther - A Novel Approach to Script Language Detection

Discover unconventional methods for script language detection beyond traditional file signatures and machine learning approaches in this cybersecurity exploration.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Security BSides San Francisco

Enhancing Secret Detection in Cybersecurity with Small Language Models

Discover how to fine-tune small language models for efficient secret detection in code, exploring new cybersecurity methods that run on any laptop with low inference times.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Syntactic Language Modeling for Machine Translation and Speech-Repair Detection

Explore syntactic language modeling techniques for improving machine translation systems and detecting speech repairs in natural language processing applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Translate Text with the Cloud Translation API

The Cloud Translation allows you to translate an arbitrary string into any supported language. In this hands-on lab you’ll learn how to use the Cloud Translation API to translate text and detect the language of text if the language is unknown.

• Google Skills
• Self-Paced
• Paid Course