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Spam detection

Papers

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Showing 1–50 of 117 papers

TitleStatusHype
Text generation for dataset augmentation in security classification tasksCode1
Accelerating Large Scale Real-Time GNN Inference using Channel PruningCode1
Traditional and context-specific spam detection in low resource settingsCode1
GAD-NR: Graph Anomaly Detection via Neighborhood ReconstructionCode1
Stronger Data Poisoning Attacks Break Data Sanitization DefensesCode1
Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural NetworksCode1
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual PatternsCode1
Rank over Class: The Untapped Potential of Ranking in Natural Language ProcessingCode1
Weight Poisoning Attacks on Pre-trained ModelsCode1
Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam DetectionCode1
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning ClassifiersCode1
Fact or Factitious? Contextualized Opinion Spam DetectionCode1
Alfred: A System for Prompted Weak SupervisionCode1
EMFET: E-mail Features Extraction ToolCode0
Adversarial Robustness with Non-uniform PerturbationsCode0
Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language ModelsCode0
Cost-Aware Robust Tree Ensembles for Security ApplicationsCode0
Using BERT Encoding to Tackle the Mad-lib Attack in SMS Spam DetectionCode0
Evading classifiers in discrete domains with provable optimality guaranteesCode0
SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam DetectionCode0
QuickCharNet: An Efficient URL Classification Framework for Enhanced Search Engine OptimizationCode0
Spotting Collective Behaviour of Online Frauds in Customer ReviewsCode0
Non-Negative Networks Against Adversarial AttacksCode0
Online detection and infographic explanation of spam reviews with data drift adaptationCode0
Leveraging GPT-2 for Classifying Spam Reviews with Limited Labeled Data via Adversarial TrainingCode0
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation RepresentationCode0
Modeling User Behavior With Interaction Networks for Spam DetectionCode0
Cyber Security Data Science: Machine Learning Methods and their Performance on Imbalanced DatasetsCode0
DeepImageSpam: Deep Learning based Image Spam DetectionCode0
An Automated Text Categorization Framework based on Hyperparameter OptimizationCode0
GANs for Semi-Supervised Opinion Spam DetectionCode0
Deep convolutional forest: a dynamic deep ensemble approach for spam detection in textCode0
DeepCapture: Image Spam Detection Using Deep Learning and Data AugmentationCode0
Addressing the Impact of Localized Training Data in Graph Neural NetworksCode0
Natural Language Processing: State of The Art, Current Trends and ChallengesCode0
TLMOTE: A Topic-based Language Modelling Approach for Text OversamplingCode0
Detecting value-expressive text posts in Russian social mediaCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data—0
Deceptive Opinion Spam Detection Using Neural Network—0
Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators—0
Cross-Domain Sparse Coding—0
A practical test for a planted community in heterogeneous networks—0
Credit Card Fraud Detection in e-Commerce: An Outlier Detection Approach—0
Counteracting Concept Drift by Learning with Future Malware Predictions—0
Applying Naive Bayes Classification to Google Play Apps Categorization—0
Convolutional Neural Networks for Image Spam Detection—0
Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation—0
Fame for sale: efficient detection of fake Twitter followers—0
Context-Sensitive Malicious Spelling Error Correction—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BERTAvg F10.86—Unverified