NeuralSec

Daedalus-attack

The code of our paper: 'Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples', in Tensorflow.

Adversarial-example-defence

advVAE

VAE used for adversarial example generation in the scenario of man-in-the-middle attacks.

CYB80001-labs

A quick tutorial for Python, Tensorflow, Keras, and adversarial example attack implementations.

Daedalus-physical

Crafting physical Daedalus examples (A complementary repository to (https://github.com/NeuralSec/Daedalus-attack).

Generator-Zoo-Tensorflow-2.x

It is a growing pain for transfer learners working under tf2.x to conduct few-shot learning/tuning on pretrained GANs. The aim of this repo is to provide a collection of pretrained generators of various GANs for Tensorflow 2.x / Keras.

NeuralSec.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Big-but-Invisible-Adversarial-Attack

This repo contains the code for CVPR submission "Big but Invisible Adversarial Attack"

CROP

[ICLR 2022] CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing

deep_learning_object_detection

A paper list of object detection using deep learning.

Faster-RCNN-TensorFlow-Python3

Tensorflow Faster R-CNN for Windows/Linux and Python 3 (3.5/3.6/3.7)

Feature-Net-Learn

The python code for a perceptron neural network which aims to infer hidden networks.

few-sample-voice-clone

This repository has implementation for "Neural Voice Cloning With Few Samples"

LLaMA2-Accessory

An Open-source Toolkit for LLM Development

macer

MACER: MAximizing CErtified Radius (ICLR 2020)

mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

models

Models and examples built with TensorFlow

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms

RAB

RAB: Provable Robustness Against Backdoor Attacks

smoothing-adversarial

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

stylegan2

StyleGAN2 - Official TensorFlow Implementation

StyleGAN2-TensorFlow-2.x

Unofficial implementation of StyleGAN2 using TensorFlow 2.x.

TelloPy

Python API for interacting with DJI Tello Drones using the official SDK

TelloPython

Normal and reverse engineered ("advanced") Python Api for Tello

tf-faster-rcnn

Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones

tf-faster-rcnn-1

Tensorflow Faster RCNN for Object Detection

tpu

Reference models and tools for Cloud TPUs.

voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

yfinance

Yahoo! Finance market data downloader (+faster Pandas Datareader)

YOLOv3_TensorFlow

Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.