Structured Adversarial Attack: Towards General Implementation and Better Interpretability Aug 5, 2018 Adversarial Attack
Code Code Available Rob-GAN: Generator, Discriminator, and Adversarial Attacker Jul 27, 2018 Adversarial Attack Generative Adversarial Network
Code Code Available Evaluating and Understanding the Robustness of Adversarial Logit Pairing Jul 26, 2018 Adversarial Attack
Code Code Available Harmonic Adversarial Attack Method Jul 18, 2018 Adversarial Attack
— Unverified With Friends Like These, Who Needs Adversaries? Jul 11, 2018 Adversarial Attack Classification
Code Code Available A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees Jul 10, 2018 Adversarial Attack Adversarial Defense
Code Code Available Adaptive Adversarial Attack on Scene Text Recognition Jul 9, 2018 Adversarial Attack image-classification
— Unverified Adversarial Examples in Deep Learning: Characterization and Divergence Jun 29, 2018 Adversarial Attack Deep Learning
— Unverified Learning Visually-Grounded Semantics from Contrastive Adversarial Samples Jun 27, 2018 Adversarial Attack Image Captioning
Code Code Available Evaluation of Momentum Diverse Input Iterative Fast Gradient Sign Method (M-DI2-FGSM) Based Attack Method on MCS 2018 Adversarial Attacks on Black Box Face Recognition System Jun 23, 2018 Adversarial Attack Face Recognition
— Unverified Adversarial Attack on Graph Structured Data Jun 6, 2018 Adversarial Attack Graph Neural Network
Code Code Available An Explainable Adversarial Robustness Metric for Deep Learning Neural Networks Jun 5, 2018 Adversarial Attack Adversarial Robustness
— Unverified Adversarial Attacks on Face Detectors using Neural Net based Constrained Optimization May 31, 2018 Adversarial Attack image-classification
— Unverified Sequential Attacks on Agents for Long-Term Adversarial Goals May 31, 2018 Adversarial Attack Reinforcement Learning
— Unverified ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio May 30, 2018 Adversarial Attack Audio Compression
— Unverified GenAttack: Practical Black-box Attacks with Gradient-Free Optimization May 28, 2018 Adversarial Attack Adversarial Robustness
Code Code Available Knowledge Distillation with Adversarial Samples Supporting Decision Boundary May 15, 2018 Adversarial Attack Knowledge Distillation
Code Code Available ADef: an Iterative Algorithm to Construct Adversarial Deformations Apr 20, 2018 Adversarial Attack General Classification
Code Code Available ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Apr 16, 2018 Adversarial Attack Autonomous Vehicles
Code Code Available An ADMM-Based Universal Framework for Adversarial Attacks on Deep Neural Networks Apr 9, 2018 Adversarial Attack
— Unverified Learn To Pay Attention Apr 6, 2018 Adversarial Attack General Classification
Code Code Available Protection against Cloning for Deep Learning Mar 29, 2018 Adversarial Attack Deep Learning
— Unverified Adversarial Defense based on Structure-to-Signal Autoencoders Mar 21, 2018 Adversarial Attack Adversarial Defense
— Unverified DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems Mar 20, 2018 Adversarial Attack Deep Learning
— Unverified Improving Transferability of Adversarial Examples with Input Diversity Mar 19, 2018 Adversarial Attack Diversity
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