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Spam detection

Papers

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Showing 1–50 of 117 papers

TitleStatusHype
Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam DetectionCode1
Text generation for dataset augmentation in security classification tasksCode1
Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural NetworksCode1
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual PatternsCode1
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning ClassifiersCode1
Rank over Class: The Untapped Potential of Ranking in Natural Language ProcessingCode1
Traditional and context-specific spam detection in low resource settingsCode1
Fact or Factitious? Contextualized Opinion Spam DetectionCode1
Stronger Data Poisoning Attacks Break Data Sanitization DefensesCode1
Alfred: A System for Prompted Weak SupervisionCode1
Accelerating Large Scale Real-Time GNN Inference using Channel PruningCode1
Weight Poisoning Attacks on Pre-trained ModelsCode1
GAD-NR: Graph Anomaly Detection via Neighborhood ReconstructionCode1
Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators—0
Additive Feature Hashing—0
Introducing Adaptive Continuous Adversarial Training (ACAT) to Enhance ML Robustness—0
Applying Naive Bayes Classification to Google Play Apps Categorization—0
An Improved Transformer-based Model for Detecting Phishing, Spam, and Ham: A Large Language Model Approach—0
Adversarial Machine Learning in Network Intrusion Detection Systems—0
Judgment of Thoughts: Courtroom of the Binary Logical Reasoning in Large Language Models—0
Conditional Semi-Supervised Data Augmentation for Spam Message Detection with Low Resource Data—0
A new semi-supervised inductive transfer learning framework: Co-Transfer—0
Context-Sensitive Malicious Spelling Error Correction—0
Convolutional Neural Networks for Image Spam Detection—0
Counteracting Concept Drift by Learning with Future Malware Predictions—0
Credit Card Fraud Detection in e-Commerce: An Outlier Detection Approach—0
Cross-Domain Sparse Coding—0
A practical test for a planted community in heterogeneous networks—0
Deceptive Opinion Spam Detection Using Neural Network—0
Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data—0
Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus—0
A Comprehensive Analysis of Adversarial Attacks against Spam Filters—0
Effective Email Spam Detection System using Extreme Gradient Boosting—0
Hunting for Spammers: Detecting Evolved Spammers on Twitter—0
Impact of Feature Selection on Micro-Text Classification—0
Different Victims, Same Layout: Email Visual Similarity Detection for Enhanced Email Protection—0
Biologically inspired sleep algorithm for increased generalization and adversarial robustness in deep neural networks—0
Deep Sequence Models for Text Classification Tasks—0
A systematic framework to discover pattern for web spam classification—0
Email Spam Detection Using Hierarchical Attention Hybrid Deep Learning Method—0
Building an Effective Email Spam Classification Model with spaCy—0
ENWalk: Learning Network Features for Spam Detection in Twitter—0
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning—0
Experimenting with an Evaluation Framework for Imbalanced Data Learning (EFIDL)—0
ExplainableDetector: Exploring Transformer-based Language Modeling Approach for SMS Spam Detection with Explainability Analysis—0
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors—0
Fame for sale: efficient detection of fake Twitter followers—0
Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation—0
DeepQuarantine for Suspicious Mail—0
A Robust Opinion Spam Detection Method Against Malicious Attackers in Social Media—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BERTAvg F10.86—Unverified