| Stronger Data Poisoning Attacks Break Data Sanitization Defenses | Nov 2, 2018 | Data PoisoningSentiment Analysis | CodeCode Available | 1 |
| Evading classifiers in discrete domains with provable optimality guarantees | Oct 25, 2018 | Adversarial RobustnessSpam detection | CodeCode Available | 0 |
| DeepImageSpam: Deep Learning based Image Spam Detection | Oct 3, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Convolutional Neural Network | Sep 17, 2018 | Face Recognitionimage-classification | —Unverified | 0 |
| Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks | Aug 10, 2018 | BIG-bench Machine LearningIntrusion Detection | —Unverified | 0 |
| An Attribute Enhanced Domain Adaptive Model for Cold-Start Spam Review Detection | Aug 1, 2018 | AttributeSpam detection | —Unverified | 0 |
| Opinion Spam Recognition Method for Online Reviews using Ontological Features | Jul 29, 2018 | Spam detection | —Unverified | 0 |
| Non-Negative Networks Against Adversarial Attacks | Jun 15, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Neyman-Pearson classification: parametrics and sample size requirement | Feb 7, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers | Jan 13, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 1 |
