Intrusion Detection

Paper Group ANR 900

January 28, 2020

Region Based Adversarial Synthesis of Facial Action Units. Universal Bounding Box Regression and Its Applications. Deep Forward-Backward SDEs for Min-max Control. Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks. Distributed Fixed Point Methods with Compressed Iterates. Data Analysis of Wireless Networks Us …

Paper Group ANR 901

January 28, 2020

The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles’ Heel of Cognitive Networks?. Deep Anchored Convolutional Neural Networks. The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging. Time series cluster kernels to exploit informative missingness and incomplete label information. Cl …

Paper Group ANR 913

January 28, 2020

Learning physics-based reduced-order models for a single-injector combustion process. Do not Omit Local Minimizer: a Complete Solution for Pose Estimation from 3D Correspondences. Are Out-of-Distribution Detection Methods Effective on Large-Scale Datasets?. Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning. Detecting Cyber …

Paper Group ANR 931

January 28, 2020

MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech. MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning. DANTE: Deep AlterNations for Training nEural networks. Tree-based Intelligent Intrusion Detection System in Internet of Vehicles. Acquiring Knowledge from Pre-trained Mode …

Paper Group ANR 937

January 28, 2020

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …

Paper Group ANR 955

January 28, 2020

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network. What’s in my Room? Object Recognition on Indoor Panoramic Images. Brain-Inspired Inference on Missing Video Sequence. Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining. Large-scale text processing pipeline with A …

Paper Group ANR 968

January 28, 2020

Deep learning control of artificial avatars in group coordination tasks. On Learning Meaningful Code Changes via Neural Machine Translation. Sparse Solutions of a Class of Constrained Optimization Problems. Discourse Tagging for Scientific Evidence Extraction. Learning Landmark-Based Ensembles with Random Fourier Features and Gradient Boosting. Col …

Paper Group ANR 1071

January 27, 2020

Vocal Interactivity in Crowds, Flocks and Swarms: Implications for Voice User Interfaces. SuperPatchMatch: an Algorithm for Robust Correspondences using Superpixel Patches. Searching News Articles Using an Event Knowledge Graph Leveraged by Wikidata. Change Detection in Noisy Dynamic Networks: A Spectral Embedding Approach. Revisiting Adversarial A …

Paper Group ANR 1084

January 27, 2020

Concatenated Feature Pyramid Network for Instance Segmentation. Fine-Grained Visual Recognition with Batch Confusion Norm. Point-less: More Abstractive Summarization with Pointer-Generator Networks. Tightly Coupled 3D Lidar Inertial Odometry and Mapping. Coarse2Fine: A Two-stage Training Method for Fine-grained Visual Classification. Few-shot Learn …

Paper Group ANR 1114

January 27, 2020

Complexity-entropy analysis at different levels of organization in written language. Quantum algorithms for Second-Order Cone Programming and Support Vector Machines. Congestion Analysis of Convolutional Neural Network-Based Pedestrian Counting Methods on Helicopter Footage. Evaluating Bregman Divergences for Probability Learning from Crowd. Mono3D …

Paper Group ANR 1174

January 27, 2020

Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems. A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS. Dynamic Context Correspondence Network for Semantic Alignment. Locally adaptive activation functions with slope recovery term for deep and physics-informed ne …

Paper Group ANR 1226

January 27, 2020

CheckNet: Secure Inference on Untrusted Devices. Learning to Grasp from 2.5D images: a Deep Reinforcement Learning Approach. A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings. Modern Problems Require Modern Solutions: Hybrid Concepts for Industrial Intrusion Detection. Real-Time Object Tracking via Meta-Learning: E …

Paper Group ANR 1241

January 27, 2020

Grounded Agreement Games: Emphasizing Conversational Grounding in Visual Dialogue Settings. Real-world Conversational AI for Hotel Bookings. Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Descrip …

Paper Group ANR 1264

January 27, 2020

Approximate matrix completion based on cavity method. Improving CCTA based lesions’ hemodynamic significance assessment by accounting for partial volume modeling in automatic coronary lumen segmentation. Parallelism Theorem and Derived Rules for Parallel Coherent Transformations. Efficient GAN-based method for cyber-intrusion detection. Using dynam …

Paper Group ANR 1281

January 27, 2020

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models. Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making. The Runtime of the Compact Genetic Algorithm on Jump Functions. Learning Variable Ordering Heuristics for Solving Constraint Satisfaction P …

Paper Group ANR 1287

January 27, 2020

Appendix for: Cut-free Calculi and Relational Semantics for Temporal STIT logics. Target-Focused Feature Selection Using a Bayesian Approach. Kernel quadrature with DPPs. Quantum Adversarial Machine Learning. Multi-Objective Autonomous Braking System using Naturalistic Dataset. Perfect reconstruction of sparse signals with piecewise continuous nonc …

Paper Group ANR 1288

January 27, 2020

Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction. Road Context-aware Intrusion Detection System for Autonomous Cars. ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks. Predictive Uncertainty Quantification with Compound Density Networks. Challenges in …

Paper Group ANR 1380

January 26, 2020

Based on Graph-VAE Model to Predict Student’s Score. SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks. Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization. Introducing Hann windows for reducing edge-effects in patch-based image segmentation. GraphDefense: Towards Robust Graph Convolutional Networks. M …

Paper Group ANR 1501

January 26, 2020

Relative rationality: Is machine rationality subjective?. FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation. Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things. Reframing Threat Detection: Inside esINSIDER. Deep Variational Semi-Supervised Novelty Detection. Deep Generative Models Strike Back! Improvin …

Paper Group ANR 1516

January 26, 2020

Contextual Bandits with Random Projection. Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning. Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model. Syntax-aware Neural Semantic Role Labeling with Supertags. Training Neural Machine Translation (NMT) Models using Tensor Train Decomposition on T …

Paper Group ANR 1737

January 25, 2020

Deep convolutional autoencoder for cryptocurrency market analysis. Clinical Text Generation through Leveraging Medical Concept and Relations. Privacy-Enhancing Context Authentication from Location-Sensitive Data. Convolutional Neural Network for Intrusion Detection System In Cyber Physical Systems. Learning Single Camera Depth Estimation using Dual …

Paper Group ANR 1756

January 25, 2020

Modularization of End-to-End Learning: Case Study in Arcade Games. ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking. DR Loss: Improving Object Detection by Distributional Ranking. An Introductory Guide to Fano’s Inequality with Applications in Statistical Estimation. Understanding Multi-Hea …

Paper Group NAWR 34

January 25, 2020

SISUA: Semi-Supervised Generative Autoencoder for Single Cell Data. Learning Procedural Abstractions and Evaluating Discrete Latent Temporal Structure. FaceForensics++: Learning to Detect Manipulated Facial Images. Bayesian Adaptive Superpixel Segmentation. Direct Optimization through \arg \max for Discrete Variational Auto-Encoder. Deep Metric Lea …

Paper Group NAWR 42

January 25, 2020

Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering. RedTyp: A Database of Reduplication with Computational Models. An Encoding Strategy Based Word-Character LSTM for Chinese NER. Progressive Fusion Video Super-Resolution Network via Exploiting Non-Local Spatio-Temporal Correlations. Attentive Feedback Network …