Discover eth-sri/ACES Open Source project

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[SRML@ICLR 2022] Robust and Accurate -- Compositional Architectures for Randomized Smoothing

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Nice2Predict

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ilf

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129

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A programming language and compiler which enable automatic compilation of intuitive data privacy specifications to NIZK-enabled private smart contracts.

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astarix

AStarix: Fast and Optimal Sequence-to-Graph Aligner

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Learning to Solve SMT Formulas Fast

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llmprivacy

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probabilistic-forecasts-attacks

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colt

Convex Layerwise Adversarial Training (COLT)

Python

SafeCoder

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lcifr

Learning Certified Individually Fair Representations

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adaptive-auto-attack

Python

dp-sniper

A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.

Python

verx-benchmarks

lamp

LAMP: Extracting Text from Gradients with Language Model Priors (NeurIPS '22)

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dp-finder

Differential Privacy Testing System

Python

bayonet

Probabilistic Computer Network Analysis

phoenix

Private and Reliable Neural Network Inference (CCS '22)

C++

fnf

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EventRacer

A race detection tool for event driven applications.

C++

learning-real-bug-detector

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lassi

Latent Space Smoothing for Individually Fair Representations (ECCV 2022)

Python

deepg

Certifying Geometric Robustness of Neural Networks

Python

vscode-silq

TypeScript

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Rust

robust-code

Adversarial Robustness for Code

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watermark-stealing

Watermark Stealing in Large Language Models (ICML '24)

Python

guiding-synthesizers

Guiding Program Synthesis by Learning to Generate Examples

Python

learning-to-configure-networks

[NeurIPS'22] Learning to Configure Computer Networks with Neural Algorithmic Reasoning

SABR

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bayes-framework-leakage

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smoothing-ensembles

[ICLR 2022] Boosting Randomized Smoothing with Variance Reduced Classifiers

Python

UniversalCertificationTheory

Universal Approximation with Certified Networks

Python

llm-quantization-attack

Python

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SRI Group Website

HTML

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Synthesized models for PHOG to make the results reproducible by the research community

C++

segmentation-smoothing

Provable robustness for segmentation tasks.

3dcertify

3DCertify is the first verifier to certify robustness of point cloud models against semantic transformations and point perturbations

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prover

Verifier for Deep Neural Network Audio Processing

Python

proof-sharing

CAV'22 paper to speed up Neural Network Verification.

Python

mn-bab

[ICLR 2022] Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound

Python

ACE

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DFENCE

Dynamic Analysis and Synthesis System for Relaxed Memory Models

C++

Delta-Siege

Python

automated-error-analysis

Automated Classification of Model Errors on ImageNet (NeurIPS 2023)

Jupyter Notebook

C++

drs

[NeurIPS 2022] (De-)Randomized Smoothing for Decision Stump Ensembles

Terra

paradox

On the Paradox of Certified Training (TMLR 10/2022)

Python

fare

FARE: Provably Fair Representation Learning with Practical Certificates (ICML '23)

Shell

Unqomp

Automated Uncomputation for Quantum Programs

Python

fairness-feedback-nlp

Human-Guided Fair Classification for NLP (ICLR 2023, Spotlight)

Python

Spire

TAPS

Python

inferui

InferUI: Robust Relational Layouts Synthesis from Examples for Android

C++

abstraqt

OpenQASM

transformation-smoothing

Randomized Smoothing for Parametric (Image) Transformations

cuts

synthetiq

DeepT

ncm

Trace Based Supervision for Neural Architectures

malicious-contamination

CRAFT

fedavg_leakage

Reqomp

ibp-propagation-tightness

Python

tableak

TabLeak: Tabular Data Leakage in Federated Learning

domino

eth-sri/ACES

eth-sri

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