LSA : Layer Sustainability Analysis framework for the analysis of layer vulnerability in a given neural network. LSA can be a helpful toolkit to assess deep neural networks and to extend the adversarial training approaches towards improving the sustainability of model layers via layer monitoring and analysis.
☆18Mar 22, 2022Updated 4 years ago
Alternatives and similar repositories for LSA
Users that are interested in LSA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Voxtral is a state-of-the-art model developed to handle both speech transcription and audio understanding with remarkable accuracy and ef…☆31Jul 26, 2025Updated 11 months ago
- A Dimension reduction case resolution with the help of PCA and t-SNE☆11Aug 13, 2019Updated 6 years ago
- Simple Telegram bot to annotate and varify automatic speech recognition datasets☆12Mar 30, 2021Updated 5 years ago
- Codes for ICCV 2021 paper "AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Met…☆12Mar 3, 2022Updated 4 years ago
- Resources for starting the Machine learning and Deep learning.☆10Dec 29, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Adversarially Learned One-Class Classifier for Novelty Detection (ALOCC)☆225Jan 15, 2021Updated 5 years ago
- Code for generating adversarial color-shifted images☆20Nov 11, 2019Updated 6 years ago
- Official Code For Dual Grained Quantization: Efficient Fine-Grained Quantization for LLM☆14Dec 27, 2023Updated 2 years ago
- Official PyTorch implementation of our paper "Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World A…☆10Feb 8, 2023Updated 3 years ago
- ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Gold…☆26May 2, 2023Updated 3 years ago
- ☆17Jul 2, 2026Updated 2 weeks ago
- 包含：1.GprMax批量仿真；2.机器学习自动识别雷达图像☆10Feb 22, 2022Updated 4 years ago
- A framework designed to streamline the evaluation of Membership Inference Attacks (MIA) against Large Language Models (LLMs). By leveragi…☆15Updated this week
- A JMeter plug-in that enables you to send test results to a Kafka server☆33May 20, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ①每天定时给多个女友发给微信暖心话 ②借助图灵实现自动回复. 避免长时间不回复女友,家庭暴力很危险呀☆28Jan 4, 2021Updated 5 years ago
- Free Persian Word Level OCR Dataset☆24Aug 1, 2020Updated 5 years ago
- An FL algorithm inspired by FedGMA☆11Oct 21, 2023Updated 2 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- [ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inferen…☆16Feb 13, 2022Updated 4 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 3 years ago
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- [TPAMI 2023] Low Dimensional Landscape Hypothesis is True: DNNs can be Trained in Tiny Subspaces☆42Jun 29, 2022Updated 4 years ago
- ☆21Jan 15, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official Implementation for PlugIn Inversion☆16Oct 23, 2021Updated 4 years ago
- Feature Selection using Simulated Annealing☆11Aug 10, 2022Updated 3 years ago
- Implementation of Few-shot Binary Image Classification using Contrastive Learning-based Approach in PyTorch☆11May 1, 2023Updated 3 years ago
- [CIKM 2022] Towards Automated Over-Sampling for Imbalanced Classification☆10Mar 20, 2023Updated 3 years ago
- Pytorch implementation on PennAction (LSTM_Pose_Machines_CVPR_2018_paper)☆11Jun 12, 2020Updated 6 years ago
- [AAAI 2023 Oral] Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training☆14Apr 19, 2023Updated 3 years ago
- Adversarial Robustness, White-box, Adversarial Attack☆51Jul 6, 2022Updated 4 years ago
- Repository for the evaluation of the transferabiilty of adversarial examples.☆21Nov 25, 2025Updated 7 months ago
- The source code for "A Simple Graph Contrastive Learning Framework for Short Text Classification"☆13Aug 14, 2025Updated 11 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆14Mar 5, 2025Updated last year
- Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]☆29Jun 27, 2022Updated 4 years ago
- ☆15Jun 22, 2020Updated 6 years ago
- ☆17Oct 5, 2025Updated 9 months ago
- ☆13Dec 5, 2022Updated 3 years ago
- Implemented CURE algorithm from robustness via curvature regularization and vice versa☆32Dec 8, 2022Updated 3 years ago
- [NeurIPS 2025 Spotlight] Demo implementation of MoCha Towards Movie-Grade Talking Character Synthesis☆17Dec 27, 2025Updated 6 months ago