FlaAI / TSFool
Repository of paper "TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack" (ECAI'24)
☆13Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for TSFool
- Codebase for the paper "Adversarial Attacks on Time Series"☆20Updated 5 years ago
- Adversarial Attacks on Deep Neural Networks for Time Series Classification☆72Updated 4 years ago
- Codebase for the paper "Adversarial Attacks on Time Series"☆18Updated 5 years ago
- Example of the attack described in the paper "Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization"☆21Updated 5 years ago
- Contrastive Learning for Domain Adaptation of Time Series☆81Updated 7 months ago
- Deep Contrastive One-Class Time Series Anomaly Detection☆31Updated 10 months ago
- Implementation of adversarial training under fast-gradient sign method (FGSM), projected gradient descent (PGD) and CW using Wide-ResNet-…☆38Updated 4 years ago
- Python package to create adversarial agents for membership inference attacks againts machine learning models☆47Updated 5 years ago
- Resources and environment for unsupervised outlier model selection (UOMS)☆23Updated 2 years ago
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆47Updated 2 years ago
- Morphence: An implementation of a moving target defense against adversarial example attacks demonstrated for image classification models …☆19Updated 3 months ago
- Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks☆37Updated 3 years ago
- Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures☆25Updated last year
- SaTML'23 paper "Backdoor Attacks on Time Series: A Generative Approach" by Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, and James Bail…☆17Updated last year
- Deep distance-based outlier detection published in KDD18: Learning representations specifically for distance-based outlier detection. Few…☆47Updated 4 years ago
- ☆11Updated 2 years ago
- CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779☆69Updated 7 months ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆211Updated 2 years ago
- AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool☆55Updated 5 years ago
- ☆76Updated 3 years ago
- Datasets for concept drift detection☆27Updated 7 years ago
- ☆25Updated 5 years ago
- ☆10Updated 3 years ago
- ☆14Updated 3 years ago
- [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation☆34Updated 5 months ago
- ☆79Updated 3 years ago
- ☆13Updated 2 years ago
- DefenseVGAE☆7Updated 4 years ago
- ☆83Updated last year
- ☆10Updated last year