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ModelPoisoning
Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470SSD
SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]adv-patch-paper-list
A paper list for localized adversarial patch researchmembership-inference-evaluation
Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Modelshydra
Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (https://arxiv.org/abs/2002.10509).PatchGuard
Code for paper "PatchGuard: A Provably Robust Defense against Adversarial Patches via Small Receptive Fields and Masking"privacy-vs-robustness
Privacy Risks of Securing Machine Learning Models against Adversarial Examplesadvml-traffic-sign
Code for the 'DARTS: Deceiving Autonomous Cars with Toxic Signs' paperPatchCleanser
Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"patch-defense-leaderboard
A Leaderboard for Certifiable Robustness against Adversarial Patch AttacksMVG-Mechansim
A module for the Matrix-Variate Gaussian (MVG) mechanism for differential privacy under matrix-valued query.DetectorGuard
Code for "DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks"MIAdefenseSELENA
[USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecturerobustness-via-transport
OOD-Attacks
Attacks using out-of-distribution adversarial examplesDP-RandP
[NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processestta_risk
ObjectSeeker
Code for "ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking"variation-regularization
Official code for the paper "Formulating Robustness Against Unforeseen Attacks"robust_representation_similarity
Understanding robust learning through the lens of representation similarityRON-Gauss
Implementation for the RON-Gauss system for non-interactive differentially-private data release.Rotation_BD
Code for "Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation"sybilfuse
comps
exploring intentional connection migration for privacySICO-tools
Code for several of the tools used in the AMC CCS Paper "SICO: Surgical Interception Attacks by Manipulating BGP Communities"Root-ORAM
PatchCURE
certificate-database
This is a MySQL dump backup of a database of 1.8 million certificates and corresponding BGP data from when those certificates were issued.RobustRAG
proxy-distributions
Official repository for our paper titled "Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?"advml_website
CA-vantage-point-selection
An algorithm designed to select best vantage points for use by CAs.Counter-Raptor-Tor-Client
PinMe
This is the repo for the project, known as PinMe, http://arsalanmosenia.com/papers/Pinme_preprint.pdfrouting-aware-dns
A program to resolve DNS based on BGP route age.BGP-age-false-positive-study
This repository is designed to compute the false positives of various age-based BGP monitoring systems for use by certificate authorities.quicstep
LinkMirage
LinkMirageLabelDP
[PETS 2022] Machine Learning with Differentially Private Labels: Mechanisms and FrameworksLove Open Source and this site? Check out how you can help us