Identifying a Training-Set Attack’s Target Using Renormalized Influence Estimation

Last update: Oct 08, 2022

Related tags

Deep Learning target_identification

Overview

Identifying a Training-Set Attack’s Target Using Renormalized Influence Estimation

By: Zayd Hammoudeh and Daniel Lowd
Paper: Arxiv Preprint

Coming soon!

Citation

    @misc{Hammoudeh:2022:Identifying,
        author    = {Zayd Hammoudeh and
                     Daniel Lowd},
        title     = {Identifying a Training-Set Attack's Target Using Renormalized Influence Estimation},
        archivePrefix = {arXiv},
        eprint    = {2201.10055},
        primaryClass = {cs.LG},
        year = {2022},
    }

Owner

Zayd Hammoudeh

I like cats, especially my cat.

GitHub Repository

Pacman-AI - AI project designed by UC Berkeley. Designed reflex and minimax agents for the game Pacman.

Pacman AI Jussi Doherty CAP 4601 - Introduction to Artificial Intelligence - Fall 2020 Python version 3.0+ Source of this project This repo contains a

1 Jan 03, 2022

QAT(quantize aware training) for classification with MQBench

MQBench Quantization Aware Training with PyTorch I am using MQBench(Model Quantization Benchmark)(http://mqbench.tech/) to quantize the model for depl

29 Nov 18, 2022

The coda and data for "Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach" (ACL '21)

We propose a hierarchical core-fringe learning framework to measure fine-grained domain relevance of terms – the degree that a term is relevant to a broad (e.g., computer science) or narrow (e.g., de

14 Oct 21, 2022

Ever felt tired after preprocessing the dataset, and not wanting to write any code further to train your model? Ever encountered a situation where you wanted to record the hyperparameters of the trained model and able to retrieve it afterward? Models Playground is here to help you do that. Models playground allows you to train your models right from the browser.

Models Playground 🗂️ Upload a Preprocessed Dataset 🌠 Choose whether to perform Classification or Regression 🦹 Enter the Dependent Variable ?

19 Dec 10, 2022

[NeurIPS 2020] Official repository for the project "Listening to Sound of Silence for Speech Denoising"

Listening to Sounds of Silence for Speech Denoising Introduction This is the repository of the "Listening to Sounds of Silence for Speech Denoising" p

40 Dec 20, 2022

Answer a series of contextually-dependent questions like they may occur in natural human-to-human conversations.

SCAI-QReCC-21 [leaderboards] [registration] [forum] [contact] [SCAI] Answer a series of contextually-dependent questions like they may occur in natura

19 Sep 28, 2022

Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs

Implementation for the paper: Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs, Nurendra Choudhary, Nikhil Rao, Sumeet Ka

8 Nov 15, 2022

For storing the complete exploration of Visual Question Answering for our B.Tech Project

Multi-Image vqa @authors: Akhilesh, Janhavi, Harsh Paper summary, Ideas tried and their corresponding results: on wiki Other discussions: on discussio

3 Jun 16, 2022

A 3D Dense mapping backend library of SLAM based on taichi-Lang designed for the aerial swarm.

TaichiSLAM This project is a 3D Dense mapping backend library of SLAM based Taichi-Lang, designed for the aerial swarm. Intro Taichi is an efficient d

230 Dec 19, 2022

Convolutional neural network web app trained to track our infant’s sleep schedule using our Google Nest camera.

Machine Learning Sleep Schedule Tracker What is it? Convolutional neural network web app trained to track our infant’s sleep schedule using our Google

7 Jul 15, 2022

Based on Yolo's low-power, ultra-lightweight universal target detection algorithm, the parameter is only 250k, and the speed of the smart phone mobile terminal can reach ~300fps+

567 Dec 26, 2022

Py4fi2nd - Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

Python for Finance (2nd ed., O'Reilly) This repository provides all Python codes and Jupyter Notebooks of the book Python for Finance -- Mastering Dat

1k Jan 05, 2023

A spherical CNN for weather forecasting

DeepSphere-Weather - Deep Learning on the sphere for weather/climate applications. The code in this repository provides a scalable and flexible framew

47 Dec 25, 2022

Enhancing Knowledge Tracing via Adversarial Training

Enhancing Knowledge Tracing via Adversarial Training This repository contains source code for the paper "Enhancing Knowledge Tracing via Adversarial T

14 Oct 24, 2022

Deep learning image registration library for PyTorch

TorchIR: Pytorch Image Registration TorchIR is a image registration library for deep learning image registration (DLIR). I have integrated several ide

40 Dec 16, 2022

Relative Uncertainty Learning for Facial Expression Recognition

Relative Uncertainty Learning for Facial Expression Recognition The official implementation of the following paper at NeurIPS2021: Title: Relative Unc

35 Dec 28, 2022

This is the official implementation of the paper "Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation".

ObjProp Introduction This is the official implementation of the paper "Object Propagation via Inter-Frame Attentions for Temporally Stable Video Insta

6 May 03, 2022

Identifying a Training-Set Attack’s Target Using Renormalized Influence Estimation

Related tags

Overview

Identifying a Training-Set Attack’s Target Using Renormalized Influence Estimation

Citation

Owner

Zayd Hammoudeh

Pacman-AI - AI project designed by UC Berkeley. Designed reflex and minimax agents for the game Pacman.

QAT(quantize aware training) for classification with MQBench

The coda and data for "Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach" (ACL '21)

[NeurIPS 2020] Official repository for the project "Listening to Sound of Silence for Speech Denoising"

Answer a series of contextually-dependent questions like they may occur in natural human-to-human conversations.

Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs

For storing the complete exploration of Visual Question Answering for our B.Tech Project

A 3D Dense mapping backend library of SLAM based on taichi-Lang designed for the aerial swarm.

Convolutional neural network web app trained to track our infant’s sleep schedule using our Google Nest camera.

Based on Yolo's low-power, ultra-lightweight universal target detection algorithm, the parameter is only 250k, and the speed of the smart phone mobile terminal can reach ~300fps+

Py4fi2nd - Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

A spherical CNN for weather forecasting

Enhancing Knowledge Tracing via Adversarial Training

Deep learning image registration library for PyTorch

Relative Uncertainty Learning for Facial Expression Recognition

This is the official implementation of the paper "Object Propagation via Inter-Frame Attentions for Temporally Stable Video Instance Segmentation".

TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.

A Temporal Extension Library for PyTorch Geometric

Based on Stockfish neural network(similar to LcZero)