A Robust Adversarial Network-Based End-to-End Communications System With Strong Generalization Ability Against Adversarial Attacks
☆19Jan 21, 2022Updated 4 years ago
Alternatives and similar repositories for GAN-based-E2E-communications-system-for-defense-against-adversarial-attack
Users that are interested in GAN-based-E2E-communications-system-for-defense-against-adversarial-attack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of the paper "Model Free Training of End-to-End Communication Systems"☆16Aug 6, 2022Updated 3 years ago
- Conditional GAN based End-to-End Communication System☆82Oct 14, 2020Updated 5 years ago
- Code for the paper "End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning"☆29May 24, 2020Updated 5 years ago
- ☆36Jun 8, 2022Updated 3 years ago
- Source code for paper: Semantic Communications with Discrete-time Analog Transmission: A PAPR Perspective☆33Jan 24, 2023Updated 3 years 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.
- Tensorflow implementation of SICNet: a deep learning-based successive interference cancellation (SIC) receiver for non-orthogonal downlin…☆18Jul 25, 2022Updated 3 years ago
- a CNN based end to end communication systems☆41Jul 2, 2019Updated 6 years ago
- Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model☆37May 13, 2019Updated 6 years ago
- ☆27Jan 5, 2018Updated 8 years ago
- An Introduction to Deep Learning for the Physical Layer vs End-to-End Learning of Communications Systems Without a Channel Model☆17Nov 22, 2022Updated 3 years ago
- ☆32Sep 19, 2022Updated 3 years ago
- A research oriented repository on the Security and Robustness of Deep Learning for Wireless Communication Systems☆97Nov 24, 2019Updated 6 years ago
- Generates random location of scatterers for a flying UAV and Base Station for generating channel models☆13Aug 4, 2023Updated 2 years ago
- B.Tech Project On demodulation technique of OTFS(Orthogonal Time Frequency Space) at imperfect Channel State Information and lower SNR(dB…☆12May 12, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Autoencoder-Based Enhanced Orthogonal Time Frequency Space Modulation☆23Mar 11, 2024Updated 2 years ago
- ☆17Mar 9, 2021Updated 5 years ago
- Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN☆102Nov 28, 2020Updated 5 years ago
- ☆19May 26, 2021Updated 4 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 3 years ago
- Code for "TinyTurbo : Efficient Turbo decoders on Edge" - ISIT 2022☆10May 9, 2022Updated 4 years ago
- Spread OFDM-IM, signal detection shemes, theoretical bound on bit error probability☆12May 16, 2022Updated 3 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- Code for the paper "Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning"☆21Apr 10, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Deep learning-aided muticarrier systems (MC-AE)☆10Dec 8, 2020Updated 5 years ago
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆15Oct 5, 2025Updated 7 months ago
- Simulation of channel models for MIMO UAV communication (Rice Networks Group, ASTRO)☆21May 6, 2021Updated 5 years ago
- Rui-ops / Intelligent-model-of-Communication-system-simulation-based-on-auto-encoding-deep-learning-Used a Generative Adversarial Network(GAN) to simulate a optical communication system; Applying auto-encoding deep-learning method to b…☆12Feb 4, 2021Updated 5 years ago
- ☆12Nov 18, 2021Updated 4 years ago
- Diffusion Models for Audio Semantic Communication☆18Apr 17, 2024Updated 2 years ago
- Code for paper 'OFDM-guided Deep Joint Source Channel Coding for Wireless Multipath Fading Channels', IEEE TCCN☆76Sep 14, 2021Updated 4 years ago
- Implementation of the Paper "Channel Estimation for Quantized Systems based on Conditionally Gaussian Latent Models".☆14May 1, 2026Updated last week
- Gradient-based design tool for geomtrically shaped constellations☆17Aug 11, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Codes for paper Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems☆33Nov 7, 2022Updated 3 years ago
- ☆28Oct 12, 2021Updated 4 years ago
- Code for the paper: Adaptive Bit Rate Control in Semantic Communication with Incremental Knowledge-based HARQ☆20Mar 30, 2023Updated 3 years ago
- ☆12Jul 2, 2018Updated 7 years ago
- Official Implementation for CVPR 2025 paper Instant Adversarial Purification with Adversarial Consistency Distillation.☆15Dec 19, 2025Updated 4 months ago
- learning to protect communications with adversarial neural cryptography☆20Aug 15, 2018Updated 7 years ago
- Imitation Adversarial Attacks for Black-box Neural Ranking Models☆12Feb 5, 2024Updated 2 years ago